{
 "reviewed": "2026-09-25",
 "scope": "Documentation and source availability audit; no new runtime product tests. 2026-09-25: TokataHQ hands-on tests of automatic captions in CapCut, Instagram and TikTok added (result: not available in testing; full test records pending).",
 "tracker": [
  {
   "id": "youtube",
   "product": "YouTube",
   "company": "Google",
   "cat": "Video and creator",
   "caps": {
    "captions": "unclear",
    "subtitletranslation": "unclear"
   },
   "summary": "Igbo is not named in the uploaded-video automatic-caption list reviewed. Omission alone is not a demonstrated failure.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "YouTube: automatic caption languages",
   "url": "https://support.google.com/youtube/answer/6373554",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "features": [
    {
     "cap": "captions",
     "label": "Can it automatically caption spoken Igbo?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.google.com/youtube/answer/6373554",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the uploaded-video automatic-caption list reviewed. Omission alone is not a demonstrated failure."
    },
    {
     "cap": "subtitletranslation",
     "label": "Subtitle translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.google.com/youtube/answer/100078",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the uploaded-video automatic-caption list reviewed. Omission alone is not a demonstrated failure."
    }
   ],
   "primary": "captions",
   "usecase": "create",
   "rank": 3,
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned"
  },
  {
   "id": "instagram",
   "product": "Instagram",
   "company": "Meta",
   "cat": "Social and creator",
   "caps": {
    "captions": "notfound",
    "translation": "unclear",
    "audiotranslation": "unclear",
    "tts": "unclear"
   },
   "summary": "Automatic captions for spoken Igbo were not available in TokataHQ testing (September 2026). Other features listed here are documentation reviews only.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Add Igbo speech recognition so automatic captions work for spoken Igbo, test it with Igbo speakers, and publish which caption languages are supported.",
   "src": "Meta: Instagram caption launch (2022)",
   "url": "https://about.fb.com/news/2022/05/recognizing-global-accessibility-awareness-day/",
   "checked": "2026-09-25",
   "note": "The caption result comes from TokataHQ hands-on testing. The other features on this card have only had a documentation review and still need testing.",
   "features": [
    {
     "cap": "captions",
     "label": "Can it automatically caption spoken Igbo?",
     "status": "notfound",
     "evidence": "TokataHQ tested",
     "source": "TokataHQ hands-on test",
     "url": null,
     "reviewed": "2026-09-25",
     "lastVerified": null,
     "note": "In TokataHQ testing in September 2026, automatic captions for spoken Igbo were not available in the version we tested.",
     "docUrl": "https://about.fb.com/news/2022/05/recognizing-global-accessibility-awareness-day/",
     "docSource": "Provider documentation reviewed (does not establish this capability)",
     "tested": "September 2026",
     "testRecord": {
      "date": "September 2026",
      "device": "Not yet recorded",
      "appVersion": "Not yet recorded",
      "method": "Automatic captions tested with spoken Igbo; test details to be added"
     }
    },
    {
     "cap": "translation",
     "label": "Can it translate written Igbo captions?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://about.fb.com/news/2022/05/recognizing-global-accessibility-awareness-day/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Current Igbo coverage is not established. The caption launch announcement is historical; it is not a complete current language list."
    },
    {
     "cap": "audiotranslation",
     "label": "Igbo Reel audio translation and dubbing",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed",
     "url": "https://about.fb.com/news/2025/10/discover-reels-around-world-meta-ai-translation/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Meta’s Reels translation announcement, updated July 2026, does not list Igbo. Omission alone is not a verified failure."
    },
    {
     "cap": "tts",
     "label": "Can its voices speak Igbo?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://about.fb.com/news/2022/05/recognizing-global-accessibility-awareness-day/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Current Igbo coverage is not established. The caption launch announcement is historical; it is not a complete current language list."
    }
   ],
   "primary": "captions",
   "usecase": "create",
   "rank": 2,
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned"
  },
  {
   "id": "facebook",
   "product": "Facebook",
   "company": "Meta",
   "cat": "Social and creator",
   "caps": {
    "captions": "unclear",
    "tts": "unclear",
    "translation": "unclear"
   },
   "summary": "The official help page required login during review. Current Igbo coverage could not be verified.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Facebook Help Centre",
   "url": "https://www.facebook.com/help/509746615868430",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "create",
   "rank": 4,
   "primary": "captions",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "captions",
     "label": "Automatic captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.facebook.com/help/509746615868430",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The official help page required login during review. Current Igbo coverage could not be verified."
    },
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.facebook.com/help/509746615868430",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The official help page required login during review. Current Igbo coverage could not be verified."
    },
    {
     "cap": "translation",
     "label": "Text translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.facebook.com/help/509746615868430",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The official help page required login during review. Current Igbo coverage could not be verified."
    }
   ]
  },
  {
   "id": "whatsapp",
   "product": "WhatsApp",
   "company": "Meta",
   "cat": "Messaging",
   "caps": {
    "asr": "unclear",
    "tts": "unclear",
    "translation": "unclear"
   },
   "summary": "The message-translation launch announcement does not establish current Igbo coverage for every feature; it is not evidence of voice transcription or speech synthesis.",
   "gap": "People should be able to speak Igbo to technology and be understood.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "WhatsApp Blog, message translations",
   "url": "https://blog.whatsapp.com/introducing-message-translations",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "live",
   "rank": 4,
   "primary": "asr",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "asr",
     "label": "Speech recognition / ASR in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://blog.whatsapp.com/introducing-message-translations",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The message-translation launch announcement does not establish current Igbo coverage for every feature; it is not evidence of voice transcription or speech synthesis."
    },
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://blog.whatsapp.com/introducing-message-translations",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The message-translation launch announcement does not establish current Igbo coverage for every feature; it is not evidence of voice transcription or speech synthesis."
    },
    {
     "cap": "translation",
     "label": "Text translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://blog.whatsapp.com/introducing-message-translations",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The message-translation launch announcement does not establish current Igbo coverage for every feature; it is not evidence of voice transcription or speech synthesis."
    }
   ]
  },
  {
   "id": "tiktok",
   "product": "TikTok",
   "company": "ByteDance",
   "cat": "Social and creator",
   "caps": {
    "captions": "notfound",
    "translation": "unclear",
    "tts": "unclear"
   },
   "summary": "Automatic captions for spoken Igbo were not available in TokataHQ testing (September 2026). Other features listed here are documentation reviews only.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Add Igbo speech recognition so automatic captions work for spoken Igbo, test it with Igbo speakers, and publish which caption languages are supported.",
   "src": "TikTok: captions and translation tools",
   "url": "https://newsroom.tiktok.com/auto-translations-and-captions?lang=en",
   "checked": "2026-09-25",
   "note": "The caption result comes from TokataHQ hands-on testing. The other features on this card have only had a documentation review and still need testing.",
   "features": [
    {
     "cap": "captions",
     "label": "Can it automatically caption spoken Igbo?",
     "status": "notfound",
     "evidence": "TokataHQ tested",
     "source": "TokataHQ hands-on test",
     "url": null,
     "reviewed": "2026-09-25",
     "lastVerified": null,
     "note": "In TokataHQ testing in September 2026, automatic captions for spoken Igbo were not available in the version we tested.",
     "docUrl": "https://newsroom.tiktok.com/auto-translations-and-captions?lang=en",
     "docSource": "Provider documentation reviewed (does not establish this capability)",
     "tested": "September 2026",
     "testRecord": {
      "date": "September 2026",
      "device": "Not yet recorded",
      "appVersion": "Not yet recorded",
      "method": "Automatic captions tested with spoken Igbo; test details to be added"
     }
    },
    {
     "cap": "translation",
     "label": "Can it translate Igbo captions and descriptions?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://newsroom.tiktok.com/auto-translations-and-captions?lang=en",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The caption and translation announcement is historical. It does not establish current Igbo coverage or Igbo speech synthesis."
    },
    {
     "cap": "tts",
     "label": "Can its text-to-speech voices speak Igbo?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://newsroom.tiktok.com/auto-translations-and-captions?lang=en",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The caption and translation announcement is historical. It does not establish current Igbo coverage or Igbo speech synthesis."
    }
   ],
   "primary": "captions",
   "usecase": "create",
   "rank": 1,
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned"
  },
  {
   "id": "capcut",
   "product": "CapCut",
   "company": "ByteDance",
   "cat": "Creator tools",
   "caps": {
    "captions": "notfound",
    "subtitletranslation": "unclear",
    "tts": "unclear"
   },
   "summary": "Automatic captions for spoken Igbo were not available in TokataHQ testing (September 2026). Other features listed here are documentation reviews only.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Add Igbo speech recognition so automatic captions work for spoken Igbo, test it with Igbo speakers, and publish which caption languages are supported.",
   "src": "CapCut Help: Recognise Subtitles",
   "url": "https://www.capcut.com/help/how-to-recognise-subtitles",
   "checked": "2026-09-25",
   "note": "The caption result comes from TokataHQ hands-on testing. The other features on this card have only had a documentation review and still need testing.",
   "features": [
    {
     "cap": "captions",
     "label": "Can it automatically caption spoken Igbo?",
     "status": "notfound",
     "evidence": "TokataHQ tested",
     "source": "TokataHQ hands-on test",
     "url": null,
     "reviewed": "2026-09-25",
     "lastVerified": null,
     "note": "In TokataHQ testing in September 2026, automatic captions for spoken Igbo were not available in the version we tested.",
     "docUrl": "https://www.capcut.com/help/how-to-recognise-subtitles",
     "docSource": "Provider documentation reviewed (does not establish this capability)",
     "tested": "September 2026",
     "testRecord": {
      "date": "September 2026",
      "device": "Not yet recorded",
      "appVersion": "Not yet recorded",
      "method": "Automatic captions tested with spoken Igbo; test details to be added"
     }
    },
    {
     "cap": "subtitletranslation",
     "label": "Subtitle translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.capcut.com/help/bilingual-subtitles",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The help guides describe caption workflows, but do not establish Igbo availability for all checked features."
    },
    {
     "cap": "tts",
     "label": "Can its voices speak Igbo?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.capcut.com/help/how-to-recognise-subtitles",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The help guides describe caption workflows, but do not establish Igbo availability for all checked features."
    }
   ],
   "primary": "captions",
   "usecase": "create",
   "rank": 0,
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned"
  },
  {
   "id": "premiere",
   "product": "Premiere Pro",
   "company": "Adobe",
   "cat": "Creator tools",
   "caps": {
    "transcription": "unclear",
    "captions": "unclear"
   },
   "summary": "Igbo is not named in the Speech to Text language list reviewed. Caption editing and manually entered Igbo text are different capabilities.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Adobe Help, languages supported by Speech to Text",
   "url": "https://helpx.adobe.com/premiere/desktop/add-text-images/insert-captions/languages-supported-by-speech-to-text.html",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "create",
   "rank": 5,
   "primary": "captions",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "transcription",
     "label": "Transcription in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://helpx.adobe.com/premiere/desktop/add-text-images/insert-captions/languages-supported-by-speech-to-text.html",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the Speech to Text language list reviewed. Caption editing and manually entered Igbo text are different capabilities."
    },
    {
     "cap": "captions",
     "label": "Automatic captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://helpx.adobe.com/premiere/desktop/add-text-images/insert-captions/languages-supported-by-speech-to-text.html",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the Speech to Text language list reviewed. Caption editing and manually entered Igbo text are different capabilities."
    }
   ]
  },
  {
   "id": "firefly",
   "product": "Firefly Generate Speech",
   "company": "Adobe",
   "cat": "Creator tools",
   "caps": {
    "tts": "unclear"
   },
   "summary": "Igbo is not named in the Generate Speech list reviewed. This does not establish support in other Adobe products.",
   "gap": "People need digital products to read Igbo aloud naturally and intelligibly.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Adobe Help, supported languages in Generate Speech",
   "url": "https://helpx.adobe.com/firefly/web/work-with-audio-and-video/work-with-audio/supported-languages-in-generate-speech.html",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "create",
   "rank": 10,
   "primary": "tts",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://helpx.adobe.com/firefly/web/work-with-audio-and-video/work-with-audio/supported-languages-in-generate-speech.html",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the Generate Speech list reviewed. This does not establish support in other Adobe products."
    }
   ]
  },
  {
   "id": "descript",
   "product": "Descript",
   "company": "Descript",
   "cat": "Creator tools",
   "caps": {
    "transcription": "unclear",
    "captions": "unclear",
    "tts": "unclear"
   },
   "summary": "Igbo transcription is not documented in the language list reviewed. That transcription list is not a speech-synthesis support list.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Descript Help, supported transcription languages",
   "url": "https://help.descript.com/script-editing/supported-transcription-languages",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "create",
   "rank": 6,
   "primary": "captions",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "transcription",
     "label": "Transcription in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://help.descript.com/script-editing/supported-transcription-languages",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo transcription is not documented in the language list reviewed. That transcription list is not a speech-synthesis support list."
    },
    {
     "cap": "captions",
     "label": "Automatic captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://help.descript.com/script-editing/supported-transcription-languages",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo transcription is not documented in the language list reviewed. That transcription list is not a speech-synthesis support list."
    },
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://help.descript.com/script-editing/supported-transcription-languages",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo transcription is not documented in the language list reviewed. That transcription list is not a speech-synthesis support list."
    }
   ]
  },
  {
   "id": "veed",
   "product": "VEED",
   "company": "VEED",
   "cat": "Creator tools",
   "caps": {
    "asr": "yes",
    "captions": "yes",
    "subtitletranslation": "yes"
   },
   "summary": "The official subtitle language table explicitly marks Igbo for transcription and translation. Accuracy and dialect coverage have not been independently tested. The official subtitle language table explicitly marks Igbo for transcription and translation. Accuracy and dialect coverage have not been independently tested. The official subtitle language table explicitly marks Igbo for transcription and translation. Accuracy and dialect coverage have not been independently tested.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "VEED Support, languages supported for subtitles",
   "url": "https://support.veed.io/en/articles/6971225-languages-we-support-for-subtitle-generation-and-translation",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "create",
   "rank": 7,
   "primary": "captions",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "asr",
     "label": "Speech recognition / ASR in Igbo",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://support.veed.io/en/articles/6971225-languages-we-support-for-subtitle-generation-and-translation",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "The official subtitle language table explicitly marks Igbo for transcription and translation. Accuracy and dialect coverage have not been independently tested."
    },
    {
     "cap": "captions",
     "label": "Automatic captions in Igbo",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://support.veed.io/en/articles/6971225-languages-we-support-for-subtitle-generation-and-translation",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "The official subtitle language table explicitly marks Igbo for transcription and translation. Accuracy and dialect coverage have not been independently tested."
    },
    {
     "cap": "subtitletranslation",
     "label": "Subtitle translation in Igbo",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://support.veed.io/en/articles/6971225-languages-we-support-for-subtitle-generation-and-translation",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "The official subtitle language table explicitly marks Igbo for transcription and translation. Accuracy and dialect coverage have not been independently tested."
    }
   ]
  },
  {
   "id": "canva",
   "product": "Canva",
   "company": "Canva",
   "cat": "Creator tools",
   "caps": {
    "captions": "unclear"
   },
   "summary": "The caption guide reviewed does not explicitly confirm Igbo automatic-caption support.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Canva Help, generate and edit captions",
   "url": "https://www.canva.com/help/generate-edit-captions-on-videos/",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "create",
   "rank": 8,
   "primary": "captions",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "captions",
     "label": "Automatic captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.canva.com/help/generate-edit-captions-on-videos/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The caption guide reviewed does not explicitly confirm Igbo automatic-caption support."
    }
   ]
  },
  {
   "id": "otter",
   "product": "Otter",
   "company": "Otter.ai",
   "cat": "Meetings and transcription",
   "caps": {
    "transcription": "no",
    "captions": "unclear"
   },
   "summary": "Support is assessed for each capability below; documentation does not establish real-world accuracy.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Otter Help, supported languages",
   "url": "https://help.otter.ai/hc/en-us/articles/360047247414-Supported-languages",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "live",
   "rank": 5,
   "primary": "transcription",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "transcription",
     "label": "Transcription in Igbo",
     "status": "no",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://help.otter.ai/hc/en-us/articles/360047247414-Supported-languages",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "Otter explicitly limits transcription to English, Spanish, French, German, Japanese, and Simplified Chinese. Igbo is excluded by that exhaustive statement."
    },
    {
     "cap": "captions",
     "label": "Automatic captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://help.otter.ai/hc/en-us/articles/360047247414-Supported-languages",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Current documentation does not clearly establish this specific Igbo capability."
    }
   ]
  },
  {
   "id": "riverside",
   "product": "Riverside",
   "company": "Riverside",
   "cat": "Meetings and transcription",
   "caps": {
    "transcription": "unclear",
    "captions": "unclear"
   },
   "summary": "Igbo is not named in the transcription language list reviewed. A documented Igbo test is still needed.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Riverside Support, transcription languages",
   "url": "https://support.riverside.com/hc/en-us/articles/9173731506589-Which-languages-can-Riverside-transcribe",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "create",
   "rank": 9,
   "primary": "captions",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "transcription",
     "label": "Transcription in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.riverside.com/hc/en-us/articles/9173731506589-Which-languages-can-Riverside-transcribe",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the transcription language list reviewed. A documented Igbo test is still needed."
    },
    {
     "cap": "captions",
     "label": "Automatic captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.riverside.com/hc/en-us/articles/9173731506589-Which-languages-can-Riverside-transcribe",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the transcription language list reviewed. A documented Igbo test is still needed."
    }
   ]
  },
  {
   "id": "notta",
   "product": "Notta",
   "company": "Notta",
   "cat": "Meetings and transcription",
   "caps": {
    "transcription": "unclear",
    "livetranslation": "yes"
   },
   "summary": "Igbo is listed as a target for real-time translation, but not as a transcription source. Translation direction matters.",
   "gap": "Incorrect transcripts can change names and meaning, and add hours of correction work.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Notta Support, supported languages",
   "url": "https://support.notta.ai/hc/en-us/articles/4403155631131-What-languages-does-Notta-support",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "live",
   "rank": 6,
   "primary": "transcription",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "transcription",
     "label": "Transcription in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.notta.ai/hc/en-us/articles/4403155631131-What-languages-does-Notta-support",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is listed as a target for real-time translation, but not as a transcription source. Translation direction matters."
    },
    {
     "cap": "livetranslation",
     "label": "Live translated text into Igbo (target only)",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://support.notta.ai/hc/en-us/articles/4403155631131-What-languages-does-Notta-support",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "Igbo is listed as a real-time translation target. This does not establish Igbo audio input or post-transcription translation."
    }
   ]
  },
  {
   "id": "meet",
   "product": "Google Meet",
   "company": "Google",
   "cat": "Meetings and accessibility",
   "caps": {
    "livecaptions": "unclear",
    "livetranslation": "unclear"
   },
   "summary": "Igbo is not named in the live-caption and translated-caption lists reviewed. Google Cloud or Gemini capabilities do not establish Meet availability.",
   "gap": "Missing or inaccurate live captions can make a conversation harder to follow.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Google Meet Help, caption languages",
   "url": "https://support.google.com/meet/answer/15077804?hl=en-GB",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "live",
   "rank": 2,
   "primary": "livecaptions",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "livecaptions",
     "label": "Live captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.google.com/meet/answer/15077804?hl=en-GB",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the live-caption and translated-caption lists reviewed. Google Cloud or Gemini capabilities do not establish Meet availability."
    },
    {
     "cap": "livetranslation",
     "label": "Live translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed",
     "url": "https://support.google.com/meet/answer/10964115?hl=en",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the translated-caption list reviewed. Support is not inferred from other Google services."
    }
   ]
  },
  {
   "id": "teams",
   "product": "Microsoft Teams",
   "company": "Microsoft",
   "cat": "Meetings and accessibility",
   "caps": {
    "livecaptions": "unclear",
    "transcription": "unclear",
    "livetranslation": "unclear"
   },
   "summary": "Igbo is not named in the reviewed live-caption list. Meeting transcription and translated captions require their own confirmation.",
   "gap": "Missing or inaccurate live captions can make a conversation harder to follow.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Microsoft Support, use live captions in Teams",
   "url": "https://support.microsoft.com/en-us/teams/meetings/use-live-captions-in-microsoft-teams-meetings",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "live",
   "rank": 3,
   "primary": "livecaptions",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "livecaptions",
     "label": "Live captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.microsoft.com/en-us/teams/meetings/use-live-captions-in-microsoft-teams-meetings",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the reviewed live-caption list. Meeting transcription and translated captions require their own confirmation."
    },
    {
     "cap": "transcription",
     "label": "Transcription in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.microsoft.com/en-us/teams/meetings/use-live-captions-in-microsoft-teams-meetings",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the reviewed live-caption list. Meeting transcription and translated captions require their own confirmation."
    },
    {
     "cap": "livetranslation",
     "label": "Live translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.microsoft.com/en-us/teams/meetings/use-live-captions-in-microsoft-teams-meetings",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the reviewed live-caption list. Meeting transcription and translated captions require their own confirmation."
    }
   ]
  },
  {
   "id": "zoom",
   "product": "Zoom",
   "company": "Zoom",
   "cat": "Meetings and accessibility",
   "caps": {
    "livecaptions": "unclear",
    "livetranslation": "unclear"
   },
   "summary": "Igbo is not named in the automated or translated caption lists reviewed.",
   "gap": "Missing or inaccurate live captions can make a conversation harder to follow.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Zoom: automated caption languages",
   "url": "https://support.zoom.com/hc/en/article?id=zm_kb&sysparm_article=KB0058810",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "features": [
    {
     "cap": "livecaptions",
     "label": "Live captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.zoom.com/hc/en/article?id=zm_kb&sysparm_article=KB0058810",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the automated or translated caption lists reviewed."
    },
    {
     "cap": "livetranslation",
     "label": "Live translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed",
     "url": "https://support.zoom.com/hc/en/article?id=zm_kb&sysparm_article=KB0060844",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the translated-caption source and target list reviewed."
    }
   ],
   "primary": "livecaptions",
   "usecase": "live",
   "rank": 0,
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned"
  },
  {
   "id": "androidlc",
   "product": "Android Live Caption",
   "company": "Google",
   "cat": "Accessibility",
   "caps": {
    "livecaptions": "unclear"
   },
   "summary": "Igbo is not named in the Android Live Caption language coverage reviewed. This is separate from Gboard voice typing.",
   "gap": "Missing or inaccurate live captions can make a conversation harder to follow.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Android Accessibility Help, Live Caption",
   "url": "https://support.google.com/accessibility/android/answer/9350862",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "live",
   "rank": 7,
   "primary": "livecaptions",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "livecaptions",
     "label": "Live captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.google.com/accessibility/android/answer/9350862",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the Android Live Caption language coverage reviewed. This is separate from Gboard voice typing."
    }
   ]
  },
  {
   "id": "applelc",
   "product": "Apple Live Captions",
   "company": "Apple",
   "cat": "Accessibility",
   "caps": {
    "livecaptions": "unclear"
   },
   "summary": "The current iOS/iPadOS feature-availability page does not name Igbo for Live Captions.",
   "gap": "Missing or inaccurate live captions can make a conversation harder to follow.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Apple Support, get Live Captions",
   "url": "https://www.apple.com/ios/feature-availability/",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "live",
   "rank": 8,
   "primary": "livecaptions",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "livecaptions",
     "label": "Live captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.apple.com/ios/feature-availability/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The current iOS/iPadOS feature-availability page does not name Igbo for Live Captions."
    }
   ]
  },
  {
   "id": "siri",
   "product": "Siri",
   "company": "Apple",
   "cat": "Voice assistant",
   "caps": {
    "assistant": "unclear",
    "asr": "unclear",
    "tts": "unclear"
   },
   "summary": "The current iOS/iPadOS feature-availability page does not establish Igbo Siri interaction. Igbo keyboard availability is separate.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Apple, iPhone technical specifications, Siri languages",
   "url": "https://www.apple.com/ios/feature-availability/",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "voice",
   "rank": 1,
   "primary": "assistant",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "assistant",
     "label": "Voice assistant interaction in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.apple.com/ios/feature-availability/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The current iOS/iPadOS feature-availability page does not establish Igbo Siri interaction. Igbo keyboard availability is separate."
    },
    {
     "cap": "asr",
     "label": "Speech recognition / ASR in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.apple.com/ios/feature-availability/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The current iOS/iPadOS feature-availability page does not establish Igbo Siri interaction. Igbo keyboard availability is separate."
    },
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.apple.com/ios/feature-availability/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The current iOS/iPadOS feature-availability page does not establish Igbo Siri interaction. Igbo keyboard availability is separate."
    }
   ]
  },
  {
   "id": "assistant",
   "product": "Google Assistant",
   "company": "Google",
   "cat": "Voice assistant",
   "caps": {
    "assistant": "unclear",
    "asr": "unclear",
    "tts": "unclear"
   },
   "summary": "The reviewed Google Assistant device-language guidance does not establish Igbo interaction. Google voice search is a separate feature.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Google Assistant Help, languages",
   "url": "https://support.google.com/assistant/answer/7394513?hl=en-IN",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "voice",
   "rank": 2,
   "primary": "assistant",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "assistant",
     "label": "Voice assistant interaction in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.google.com/assistant/answer/7394513?hl=en-IN",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The reviewed Google Assistant device-language guidance does not establish Igbo interaction. Google voice search is a separate feature."
    },
    {
     "cap": "asr",
     "label": "Speech recognition / ASR in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.google.com/assistant/answer/7394513?hl=en-IN",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The reviewed Google Assistant device-language guidance does not establish Igbo interaction. Google voice search is a separate feature."
    },
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.google.com/assistant/answer/7394513?hl=en-IN",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The reviewed Google Assistant device-language guidance does not establish Igbo interaction. Google voice search is a separate feature."
    }
   ]
  },
  {
   "id": "alexa",
   "product": "Alexa",
   "company": "Amazon",
   "cat": "Voice assistant",
   "caps": {
    "assistant": "unclear",
    "asr": "unclear",
    "tts": "unclear"
   },
   "summary": "The Alexa skills locale documentation does not establish Igbo voice interaction, recognition, or synthesis.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Amazon Developer, Alexa skill languages",
   "url": "https://developer.amazon.com/en-US/docs/alexa/custom-skills/develop-skills-in-multiple-languages.html",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "voice",
   "rank": 6,
   "primary": "assistant",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "assistant",
     "label": "Voice assistant interaction in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://developer.amazon.com/en-US/docs/alexa/custom-skills/develop-skills-in-multiple-languages.html",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The Alexa skills locale documentation does not establish Igbo voice interaction, recognition, or synthesis."
    },
    {
     "cap": "asr",
     "label": "Speech recognition / ASR in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://developer.amazon.com/en-US/docs/alexa/custom-skills/develop-skills-in-multiple-languages.html",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The Alexa skills locale documentation does not establish Igbo voice interaction, recognition, or synthesis."
    },
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://developer.amazon.com/en-US/docs/alexa/custom-skills/develop-skills-in-multiple-languages.html",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The Alexa skills locale documentation does not establish Igbo voice interaction, recognition, or synthesis."
    }
   ]
  },
  {
   "id": "gtranslate",
   "product": "Google Translate",
   "company": "Google",
   "cat": "Translation",
   "caps": {
    "translation": "yes",
    "asr": "yes",
    "tts": "unclear"
   },
   "summary": "The current Google Translate interface lists Igbo as a text source and target. Google explicitly announced Igbo voice input for Translate. Device availability and transcription quality still need testing.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Google, Africa's digital decade, October 2024",
   "url": "https://blog.google/company-news/inside-google/around-the-globe/google-africa/africas-digital-decade/",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "translate",
   "rank": 0,
   "primary": "translation",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "translation",
     "label": "Text translation",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://translate.google.com/",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "The current Google Translate interface lists Igbo as a text source and target."
    },
    {
     "cap": "asr",
     "label": "Igbo voice input in Translate",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://blog.google/company-news/inside-google/around-the-globe/google-africa/africas-digital-decade/",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "Google explicitly announced Igbo voice input for Translate. Device availability and transcription quality still need testing."
    },
    {
     "cap": "tts",
     "label": "Reads Igbo text aloud",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed",
     "url": "https://blog.google/company-news/inside-google/around-the-globe/google-africa/africas-digital-decade/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The reviewed voice-input announcement does not establish Igbo speech output."
    }
   ]
  },
  {
   "id": "deepl",
   "product": "DeepL",
   "company": "DeepL",
   "cat": "Translation",
   "caps": {
    "translation": "yes"
   },
   "summary": "The current DeepL Translator supported-language page explicitly includes Igbo. Other DeepL features and API configurations require separate checks.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "DeepL, supported languages",
   "url": "https://support.deepl.com/hc/en-us/articles/360019925219-DeepL-Translator-languages",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "translate",
   "rank": 2,
   "primary": "translation",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "translation",
     "label": "Text translation in Igbo",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://support.deepl.com/hc/en-us/articles/360019925219-DeepL-Translator-languages",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "The current DeepL Translator supported-language page explicitly includes Igbo. Other DeepL features and API configurations require separate checks."
    }
   ]
  },
  {
   "id": "mstranslator",
   "product": "Microsoft Translator",
   "company": "Microsoft",
   "cat": "Translation",
   "caps": {
    "translation": "yes",
    "asr": "unclear",
    "tts": "unclear"
   },
   "summary": "Microsoft Translator lists Igbo for text translation. Speech and spoken output are separate columns and are not confirmed here.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Microsoft Learn, Translator language support",
   "url": "https://www.microsoft.com/en-us/translator/languages/",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "translate",
   "rank": 1,
   "primary": "translation",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "translation",
     "label": "Text translation in Igbo",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://www.microsoft.com/en-us/translator/languages/",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "Microsoft Translator lists Igbo for text translation. Speech and spoken output are separate columns and are not confirmed here."
    },
    {
     "cap": "asr",
     "label": "Speech recognition / ASR in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.microsoft.com/en-us/translator/languages/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Current documentation does not clearly establish this specific Igbo capability."
    },
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.microsoft.com/en-us/translator/languages/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Current documentation does not clearly establish this specific Igbo capability."
    }
   ]
  },
  {
   "id": "amazontranslate",
   "product": "Amazon Translate",
   "company": "Amazon",
   "cat": "Translation",
   "caps": {
    "translation": "unclear"
   },
   "summary": "Igbo is not named in the Amazon Translate language table reviewed. No documented Igbo test is available here.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "AWS Documentation, supported languages",
   "url": "https://docs.aws.amazon.com/translate/latest/dg/what-is-languages.html",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "technical",
   "rank": 100,
   "primary": "translation",
   "surface": "Developer API/model",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "translation",
     "label": "Text translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://docs.aws.amazon.com/translate/latest/dg/what-is-languages.html",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the Amazon Translate language table reviewed. No documented Igbo test is available here."
    }
   ]
  },
  {
   "id": "gboard",
   "product": "Gboard",
   "company": "Google",
   "cat": "Keyboard and input",
   "caps": {
    "input": "yes",
    "asr": "yes"
   },
   "summary": "The official Android app listing explicitly includes Igbo among supported keyboard languages. Google explicitly announced Igbo talk-to-type for Gboard. Keyboard typing and voice input are separate checks.",
   "gap": "Writing Igbo should not require workarounds for its letters and tone marks.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Google, Africa's digital decade, October 2024",
   "url": "https://blog.google/company-news/inside-google/around-the-globe/google-africa/africas-digital-decade/",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "translate",
   "rank": 4,
   "primary": "input",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "input",
     "label": "Lets you type in Igbo",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://play.google.com/store/apps/details?id=com.google.android.inputmethod.latin",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "The official Android app listing explicitly includes Igbo among supported keyboard languages."
    },
    {
     "cap": "asr",
     "label": "Igbo voice typing (Android)",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://blog.google/company-news/inside-google/around-the-globe/google-africa/africas-digital-decade/",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "Google explicitly announced Igbo talk-to-type for Gboard. Keyboard typing and voice input are separate checks."
    }
   ]
  },
  {
   "id": "applekeyboard",
   "product": "Apple keyboard",
   "company": "Apple",
   "cat": "Keyboard and input",
   "caps": {
    "input": "yes",
    "asr": "unclear"
   },
   "summary": "Apple lists Igbo under QuickType Keyboard: Language Support. This does not confirm autocorrection, prediction, or dictation.",
   "gap": "Writing Igbo should not require workarounds for its letters and tone marks.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Apple, iPhone technical specifications, QuickType keyboard",
   "url": "https://www.apple.com/ios/feature-availability/",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "translate",
   "rank": 5,
   "primary": "input",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "iOS / iPadOS 27 feature availability",
   "features": [
    {
     "cap": "input",
     "label": "Keyboard / input in Igbo",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://www.apple.com/ios/feature-availability/",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "Apple lists Igbo under QuickType Keyboard: Language Support. This does not confirm autocorrection, prediction, or dictation."
    },
    {
     "cap": "asr",
     "label": "Speech recognition / ASR in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.apple.com/ios/feature-availability/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Current documentation does not clearly establish this specific Igbo capability."
    }
   ]
  },
  {
   "id": "windows",
   "product": "Windows",
   "company": "Microsoft",
   "cat": "Keyboard and input",
   "caps": {
    "input": "unclear",
    "ui": "yes",
    "asr": "unclear"
   },
   "summary": "Microsoft lists Igbo (Nigeria), ig-NG, as a language interface pack with an English base language. This is partial localization, not full Igbo coverage.",
   "gap": "Writing Igbo should not require workarounds for its letters and tone marks.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Microsoft Learn, available language packs for Windows",
   "url": "https://learn.microsoft.com/en-us/windows-hardware/manufacture/desktop/available-language-packs-for-windows?view=windows-11",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "translate",
   "rank": 6,
   "primary": "input",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "input",
     "label": "Lets you type in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed",
     "url": "https://learn.microsoft.com/en-us/windows-hardware/manufacture/desktop/available-language-packs-for-windows?view=windows-11",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The language-pack source does not establish the keyboard features or their quality."
    },
    {
     "cap": "ui",
     "label": "Igbo language interface pack",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://learn.microsoft.com/en-us/windows-hardware/manufacture/desktop/available-language-packs-for-windows?view=windows-11",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "Microsoft lists Igbo (Nigeria), ig-NG, as a language interface pack with an English base language. This is partial localization, not full Igbo coverage."
    },
    {
     "cap": "asr",
     "label": "Turns spoken Igbo into text",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed",
     "url": "https://learn.microsoft.com/en-us/windows-hardware/manufacture/desktop/available-language-packs-for-windows?view=windows-11",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "An Igbo interface pack is not evidence of Igbo speech recognition."
    }
   ]
  },
  {
   "id": "gsearch",
   "product": "Google Search",
   "company": "Google",
   "cat": "Search and discovery",
   "caps": {
    "ui": "unclear",
    "search": "unclear",
    "asr": "yes"
   },
   "summary": "Google explicitly announced Igbo Voice Search. This is not evidence about search-result quality or interface localization.",
   "gap": "People should be able to speak Igbo to technology and be understood.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Google Search settings, language chooser",
   "url": "https://www.google.com/preferences",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "voice",
   "rank": 11,
   "primary": "asr",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "ui",
     "label": "Lets you use the product interface in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed",
     "url": "https://blog.google/company-news/inside-google/around-the-globe/google-africa/africas-digital-decade/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo interface availability was not established by the reviewed source."
    },
    {
     "cap": "search",
     "label": "Finds Igbo names, music, and content",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed",
     "url": "https://blog.google/company-news/inside-google/around-the-globe/google-africa/africas-digital-decade/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo discoverability and search-result quality require documented query testing."
    },
    {
     "cap": "asr",
     "label": "Igbo Voice Search",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://blog.google/company-news/inside-google/around-the-globe/google-africa/africas-digital-decade/",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "Google explicitly announced Igbo Voice Search. This is not evidence about search-result quality or interface localization."
    }
   ]
  },
  {
   "id": "spotify",
   "primary": "search",
   "product": "Spotify",
   "company": "Spotify",
   "cat": "Search and discovery",
   "caps": {
    "search": "unclear",
    "ui": "unclear"
   },
   "summary": "The interface-language guide does not establish Igbo interface availability or search quality. Search needs a separate reproducible test.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Spotify Support, change language",
   "url": "https://support.spotify.com/us/article/change-language/",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "music",
   "rank": 1,
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "search",
     "label": "Search in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.spotify.com/us/article/change-language/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The interface-language guide does not establish Igbo interface availability or search quality. Search needs a separate reproducible test."
    },
    {
     "cap": "ui",
     "label": "Interface language in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.spotify.com/us/article/change-language/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The interface-language guide does not establish Igbo interface availability or search quality. Search needs a separate reproducible test."
    }
   ]
  },
  {
   "id": "gcstt",
   "product": "Cloud Speech-to-Text",
   "company": "Google",
   "cat": "Developer speech",
   "caps": {
    "asr": "yes"
   },
   "summary": "The V2 table explicitly lists Igbo (Nigeria), ig-NG, for Chirp 2 in supported regions. Region and model selection matter.",
   "gap": "People should be able to speak Igbo to technology and be understood.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Google Cloud, Speech-to-Text supported languages",
   "url": "https://docs.cloud.google.com/speech-to-text/docs/speech-to-text-supported-languages",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "technical",
   "rank": 100,
   "primary": "asr",
   "surface": "Developer API/model",
   "release": "Release stage not verified",
   "version": "Speech-to-Text V2 · chirp_2",
   "features": [
    {
     "cap": "asr",
     "label": "Speech recognition / ASR in Igbo",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://docs.cloud.google.com/speech-to-text/docs/speech-to-text-supported-languages",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "The V2 table explicitly lists Igbo (Nigeria), ig-NG, for Chirp 2 in supported regions. Region and model selection matter."
    }
   ]
  },
  {
   "id": "gctts",
   "product": "Cloud Text-to-Speech",
   "company": "Google",
   "cat": "Developer speech",
   "caps": {
    "tts": "unclear"
   },
   "summary": "Igbo is not named in the Google Cloud Text-to-Speech voice list reviewed. Gemini 3.8 Flash TTS is tracked separately.",
   "gap": "People need digital products to read Igbo aloud naturally and intelligibly.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Google Cloud, list of voices",
   "url": "https://docs.cloud.google.com/text-to-speech/docs/list-voices-and-types",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "technical",
   "rank": 100,
   "primary": "tts",
   "surface": "Developer API/model",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://docs.cloud.google.com/text-to-speech/docs/list-voices-and-types",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the Google Cloud Text-to-Speech voice list reviewed. Gemini 3.8 Flash TTS is tracked separately."
    }
   ]
  },
  {
   "id": "amazontranscribe",
   "product": "Amazon Transcribe",
   "company": "Amazon",
   "cat": "Developer speech",
   "caps": {
    "asr": "unclear",
    "captions": "unclear"
   },
   "summary": "Igbo is not named in the Amazon Transcribe language table reviewed; caption output is a separate check.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "AWS Documentation, supported languages",
   "url": "https://docs.aws.amazon.com/transcribe/latest/dg/supported-languages.html",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "technical",
   "rank": 100,
   "primary": "captions",
   "surface": "Developer API/model",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "asr",
     "label": "Speech recognition / ASR in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://docs.aws.amazon.com/transcribe/latest/dg/supported-languages.html",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the Amazon Transcribe language table reviewed; caption output is a separate check."
    },
    {
     "cap": "captions",
     "label": "Automatic captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://docs.aws.amazon.com/transcribe/latest/dg/supported-languages.html",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the Amazon Transcribe language table reviewed; caption output is a separate check."
    }
   ]
  },
  {
   "id": "polly",
   "product": "Amazon Polly",
   "company": "Amazon",
   "cat": "Developer speech",
   "caps": {
    "tts": "unclear"
   },
   "summary": "Igbo is not named in the Amazon Polly voice list reviewed.",
   "gap": "People need digital products to read Igbo aloud naturally and intelligibly.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "AWS Documentation, available voices",
   "url": "https://docs.aws.amazon.com/polly/latest/dg/available-voices.html",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "technical",
   "rank": 100,
   "primary": "tts",
   "surface": "Developer API/model",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://docs.aws.amazon.com/polly/latest/dg/available-voices.html",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the Amazon Polly voice list reviewed."
    }
   ]
  },
  {
   "id": "azurespeech",
   "product": "Azure AI Speech",
   "company": "Microsoft",
   "cat": "Developer speech",
   "caps": {
    "asr": "unclear",
    "tts": "unclear"
   },
   "summary": "Igbo is not named in the reviewed Speech language documentation. Azure text translation is a separate service.",
   "gap": "People should be able to speak Igbo to technology and be understood.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Microsoft Learn, Speech service language support",
   "url": "https://learn.microsoft.com/en-us/azure/ai-services/speech-service/language-support?tabs=stt",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "technical",
   "rank": 100,
   "primary": "asr",
   "surface": "Developer API/model",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "asr",
     "label": "Speech recognition / ASR in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://learn.microsoft.com/en-us/azure/ai-services/speech-service/language-support?tabs=stt",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the reviewed Speech language documentation. Azure text translation is a separate service."
    },
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://learn.microsoft.com/en-us/azure/ai-services/speech-service/language-support?tabs=stt",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Igbo is not named in the reviewed Speech language documentation. Azure text translation is a separate service."
    }
   ]
  },
  {
   "id": "scribe",
   "product": "ElevenLabs Scribe",
   "company": "ElevenLabs",
   "cat": "Developer speech",
   "caps": {
    "transcription": "yes",
    "captions": "yes"
   },
   "summary": "The official Igbo page explicitly documents uploaded-audio transcription. It does not establish a measured accuracy level. The official Igbo page describes timestamped transcripts and subtitle export. This is file-based captioning, not live captions.",
   "gap": "Incorrect transcripts can change names and meaning, and add hours of correction work.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "ElevenLabs: Igbo transcription",
   "url": "https://elevenlabs.io/speech-to-text/igbo",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "features": [
    {
     "cap": "transcription",
     "label": "Transcription in Igbo",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://elevenlabs.io/speech-to-text/igbo",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "The official Igbo page explicitly documents uploaded-audio transcription. It does not establish a measured accuracy level."
    },
    {
     "cap": "captions",
     "label": "Can it export Igbo transcripts as captions?",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://elevenlabs.io/speech-to-text/igbo",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "The official Igbo page describes timestamped transcripts and subtitle export. This is file-based captioning, not live captions."
    }
   ],
   "primary": "transcription",
   "usecase": "voice",
   "rank": 4,
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned"
  },
  {
   "id": "elevenlabstts",
   "product": "ElevenLabs voices",
   "company": "ElevenLabs",
   "cat": "Developer speech",
   "caps": {
    "tts": "unclear"
   },
   "summary": "The model overview does not establish Igbo speech synthesis. Igbo Scribe transcription does not imply TTS support.",
   "gap": "People need digital products to read Igbo aloud naturally and intelligibly.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "ElevenLabs: model language lists",
   "url": "https://elevenlabs.io/docs/overview/models",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "features": [
    {
     "cap": "tts",
     "label": "Can ElevenLabs generate speech in Igbo?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://elevenlabs.io/docs/overview/models",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The model overview does not establish Igbo speech synthesis. Igbo Scribe transcription does not imply TTS support."
    }
   ],
   "primary": "tts",
   "usecase": "voice",
   "rank": 5,
   "surface": "Developer API/model",
   "release": "Release stage not verified",
   "version": "Not version-pinned"
  },
  {
   "id": "whisper",
   "product": "OpenAI Whisper (open-source model)",
   "company": "OpenAI",
   "cat": "Developer speech",
   "caps": {
    "transcription": "unclear",
    "captions": "unclear"
   },
   "summary": "The original OpenAI Whisper tokenizer does not name Igbo. Community fine-tunes are separate models; this is not a claim about the hosted transcription API.",
   "gap": "When automatic captions fail, a creator may have to type every Igbo subtitle by hand.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "OpenAI Whisper, language list in tokenizer.py",
   "url": "https://github.com/openai/whisper/blob/main/whisper/tokenizer.py",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "technical",
   "rank": 100,
   "primary": "captions",
   "surface": "Open-source model; not the hosted API",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "transcription",
     "label": "Transcription in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://github.com/openai/whisper/blob/main/whisper/tokenizer.py",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The original OpenAI Whisper tokenizer does not name Igbo. Community fine-tunes are separate models; this is not a claim about the hosted transcription API."
    },
    {
     "cap": "captions",
     "label": "Automatic captions in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://github.com/openai/whisper/blob/main/whisper/tokenizer.py",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The original OpenAI Whisper tokenizer does not name Igbo. Community fine-tunes are separate models; this is not a claim about the hosted transcription API."
    }
   ]
  },
  {
   "id": "openaitts",
   "product": "Text to Speech API",
   "company": "OpenAI",
   "cat": "Developer speech",
   "caps": {
    "tts": "unclear"
   },
   "summary": "The API speech-generation guide does not explicitly establish Igbo support. ChatGPT Voice is a separate product.",
   "gap": "People need digital products to read Igbo aloud naturally and intelligibly.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "OpenAI, text to speech guide",
   "url": "https://developers.openai.com/api/docs/guides/text-to-speech",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "technical",
   "rank": 100,
   "primary": "tts",
   "surface": "Developer API/model",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://developers.openai.com/api/docs/guides/text-to-speech",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The API speech-generation guide does not explicitly establish Igbo support. ChatGPT Voice is a separate product."
    }
   ]
  },
  {
   "id": "chatgpt",
   "product": "ChatGPT",
   "company": "OpenAI",
   "cat": "Generative AI",
   "caps": {
    "aitext": "unclear",
    "translation": "unclear"
   },
   "summary": "Interface language settings are not evidence of Igbo writing or translation quality. No reproducible task-specific Igbo evaluation is published here.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "TokataHQ review, no published Igbo language commitment",
   "url": "https://help.openai.com/en/articles/8357869-how-to-change-your-language-setting-in-chatgpt",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "voice",
   "rank": 7,
   "primary": "aitext",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "aitext",
     "label": "AI text generation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://help.openai.com/en/articles/8357869-how-to-change-your-language-setting-in-chatgpt",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Interface language settings are not evidence of Igbo writing or translation quality. No reproducible task-specific Igbo evaluation is published here."
    },
    {
     "cap": "translation",
     "label": "Text translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://help.openai.com/en/articles/8357869-how-to-change-your-language-setting-in-chatgpt",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Interface language settings are not evidence of Igbo writing or translation quality. No reproducible task-specific Igbo evaluation is published here."
    }
   ]
  },
  {
   "id": "chatgptvoice",
   "product": "ChatGPT Voice",
   "company": "OpenAI",
   "cat": "Voice assistant",
   "caps": {
    "voice": "unclear",
    "transcription": "unclear",
    "tts": "unclear"
   },
   "summary": "The Voice guide does not establish Igbo-specific transcription or pronunciation performance.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "OpenAI: ChatGPT Voice",
   "url": "https://help.openai.com/en/articles/20001274-chatgpt-voice",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "features": [
    {
     "cap": "voice",
     "label": "Can it understand and respond to spoken Igbo?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://help.openai.com/en/articles/20001274-chatgpt-voice",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The Voice guide does not establish Igbo-specific transcription or pronunciation performance."
    },
    {
     "cap": "transcription",
     "label": "Transcription in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://help.openai.com/en/articles/20001274-chatgpt-voice",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The Voice guide does not establish Igbo-specific transcription or pronunciation performance."
    },
    {
     "cap": "tts",
     "label": "Can it speak Igbo with reliable pronunciation?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://help.openai.com/en/articles/20001274-chatgpt-voice",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The Voice guide does not establish Igbo-specific transcription or pronunciation performance."
    }
   ],
   "primary": "voice",
   "usecase": "voice",
   "rank": 0,
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned"
  },
  {
   "id": "gemini",
   "product": "Gemini Flash (reported audio tests)",
   "company": "Google",
   "cat": "Generative AI",
   "caps": {
    "audiotranslation": "unclear",
    "transcription": "unclear",
    "aitext": "unclear",
    "voice": "unclear"
   },
   "summary": "TokataHQ reports receiving Igbo transcripts and English translations from three different Igbo recordings. The reproducible test record is incomplete, so these capabilities remain Unknown.",
   "gap": "Incorrect transcripts can change names and meaning, and add hours of correction work.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "TokataHQ team report; Google Gemini documentation",
   "url": "https://support.google.com/gemini/answer/13575153",
   "checked": "2026-09-24",
   "note": "No new Gemini test was run during this documentation audit. The preliminary report is kept separate from official API support.",
   "usecase": "voice",
   "rank": 3,
   "primary": "transcription",
   "features": [
    {
     "cap": "audiotranslation",
     "label": "Uploaded Igbo audio → English text",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Preliminary TokataHQ report; not a documented verification",
     "url": "/GEMINI-TEST-REPORT.md",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Three successful observations were reported. Exact model, app/API surface, date, inputs, outputs, native-speaker review, and scoring record are pending. No accuracy percentage or timed-subtitle capability is established."
    },
    {
     "cap": "transcription",
     "label": "Uploaded Igbo audio → Igbo transcript",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Preliminary TokataHQ report; not a documented verification",
     "url": "/GEMINI-TEST-REPORT.md",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Three successful observations were reported. Exact model, app/API surface, date, inputs, outputs, native-speaker review, and scoring record are pending. No accuracy percentage or timed-subtitle capability is established."
    },
    {
     "cap": "aitext",
     "label": "Can it read and write Igbo text beyond this audio task?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.google.com/gemini/answer/13575153",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Current documentation does not clearly establish this specific Igbo capability."
    },
    {
     "cap": "voice",
     "label": "Can it hold a live spoken conversation in Igbo?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://ai.google.dev/gemini-api/docs/audio",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Current documentation does not clearly establish this specific Igbo capability."
    }
   ],
   "surface": "Product surface not recorded",
   "release": "Release stage not verified",
   "version": "Exact Flash version not recorded"
  },
  {
   "id": "claude",
   "product": "Claude",
   "company": "Anthropic",
   "cat": "Generative AI",
   "caps": {
    "aitext": "unclear",
    "translation": "unclear"
   },
   "summary": "Guidance about chatting in different languages does not establish Igbo task quality. No reproducible Igbo evaluation is published here.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "TokataHQ review, no published Igbo language commitment",
   "url": "https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "voice",
   "rank": 8,
   "primary": "aitext",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "aitext",
     "label": "AI text generation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Guidance about chatting in different languages does not establish Igbo task quality. No reproducible Igbo evaluation is published here."
    },
    {
     "cap": "translation",
     "label": "Text translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.claude.com/en/articles/10769299-how-to-use-claude-in-your-preferred-language",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Guidance about chatting in different languages does not establish Igbo task quality. No reproducible Igbo evaluation is published here."
    }
   ]
  },
  {
   "id": "copilot",
   "product": "Copilot",
   "company": "Microsoft",
   "cat": "Generative AI",
   "caps": {
    "aitext": "unclear",
    "translation": "unclear"
   },
   "summary": "The reviewed product-language guidance does not establish Igbo text-generation or translation support.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "TokataHQ review, no published Igbo language commitment",
   "url": "https://support.microsoft.com/en-us/microsoft-copilot/supported-regions-and-languages-in-microsoft-copilot",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "voice",
   "rank": 9,
   "primary": "aitext",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "aitext",
     "label": "AI text generation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.microsoft.com/en-us/microsoft-copilot/supported-regions-and-languages-in-microsoft-copilot",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The reviewed product-language guidance does not establish Igbo text-generation or translation support."
    },
    {
     "cap": "translation",
     "label": "Text translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://support.microsoft.com/en-us/microsoft-copilot/supported-regions-and-languages-in-microsoft-copilot",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The reviewed product-language guidance does not establish Igbo text-generation or translation support."
    }
   ]
  },
  {
   "id": "metaai",
   "product": "Meta AI",
   "company": "Meta",
   "cat": "Generative AI",
   "caps": {
    "aitext": "unclear",
    "translation": "unclear",
    "voice": "unclear"
   },
   "summary": "The linked language announcement is historical. Current Igbo text, translation, and voice capabilities remain unverified.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "TokataHQ review, no published Igbo language commitment",
   "url": "https://about.fb.com/news/2024/07/meta-ai-is-now-multilingual-more-creative-and-smarter/",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "voice",
   "rank": 10,
   "primary": "voice",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "aitext",
     "label": "AI text generation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://about.fb.com/news/2024/07/meta-ai-is-now-multilingual-more-creative-and-smarter/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The linked language announcement is historical. Current Igbo text, translation, and voice capabilities remain unverified."
    },
    {
     "cap": "translation",
     "label": "Text translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://about.fb.com/news/2024/07/meta-ai-is-now-multilingual-more-creative-and-smarter/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The linked language announcement is historical. Current Igbo text, translation, and voice capabilities remain unverified."
    },
    {
     "cap": "voice",
     "label": "Spoken AI conversation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://about.fb.com/news/2024/07/meta-ai-is-now-multilingual-more-creative-and-smarter/",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The linked language announcement is historical. Current Igbo text, translation, and voice capabilities remain unverified."
    }
   ]
  },
  {
   "id": "suno",
   "product": "Suno",
   "company": "Suno",
   "cat": "Generative audio",
   "caps": {
    "singing": "unclear"
   },
   "summary": "Accepting typed Igbo lyrics does not establish intelligible sung Igbo. A native-speaker listening test is still needed.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Suno: creating with your own lyrics",
   "url": "https://help.suno.com/en/articles/2415873",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "features": [
    {
     "cap": "singing",
     "label": "Can it sing Igbo lyrics with recognizable pronunciation?",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://help.suno.com/en/articles/2415873",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "Accepting typed Igbo lyrics does not establish intelligible sung Igbo. A native-speaker listening test is still needed."
    }
   ],
   "primary": "singing",
   "usecase": "music",
   "rank": 0,
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned"
  },
  {
   "id": "duolingo",
   "product": "Duolingo",
   "company": "Duolingo",
   "cat": "Language learning",
   "caps": {
    "course": "unclear"
   },
   "summary": "The course catalogue could not be fully verified in this review. Course availability is distinct from an Igbo user interface.",
   "gap": "Unclear language coverage makes it harder to choose a tool and plan around its limitations.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "Duolingo, all courses",
   "url": "https://www.duolingo.com/courses/all",
   "checked": "2026-09-24",
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "translate",
   "rank": 3,
   "primary": "course",
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned",
   "features": [
    {
     "cap": "course",
     "label": "Language course in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Provider documentation reviewed (does not establish this capability)",
     "url": "https://www.duolingo.com/courses/all",
     "reviewed": "2026-09-24",
     "lastVerified": null,
     "note": "The course catalogue could not be fully verified in this review. Course availability is distinct from an Igbo user interface."
    }
   ]
  },
  {
   "id": "youtube-live",
   "product": "YouTube Live",
   "company": "Google",
   "cat": "Live communication",
   "caps": {
    "livecaptions": "no"
   },
   "primary": "livecaptions",
   "summary": "Support is assessed for each capability below; documentation does not establish real-world accuracy.",
   "gap": "Missing or inaccurate live captions can make a conversation harder to follow.",
   "ask": "Publish feature-specific Igbo coverage and evaluate it with Igbo speakers.",
   "src": "YouTube: automatic caption languages",
   "url": "https://support.google.com/youtube/answer/6373554",
   "checked": "2026-09-24",
   "features": [
    {
     "cap": "livecaptions",
     "label": "Can it caption spoken Igbo live?",
     "status": "no",
     "evidence": "Official documentation",
     "source": "Provider documentation",
     "url": "https://support.google.com/youtube/answer/6373554",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24",
     "note": "YouTube explicitly states that automatic captions for live streams are available in English only."
    }
   ],
   "note": "Documentation review only. No new hands-on Igbo product tests were performed in this audit.",
   "usecase": "live",
   "rank": 1,
   "surface": "Consumer product",
   "release": "Release stage not verified",
   "version": "Not version-pinned"
  },
  {
   "id": "gemini-tts",
   "product": "Gemini 3.8 Flash TTS",
   "company": "Google",
   "cat": "Developer API/model",
   "usecase": "technical",
   "rank": 99,
   "primary": "tts",
   "surface": "Gemini developer API",
   "version": "gemini-3.8-flash-tts",
   "release": "Release stage not explicitly established in this review",
   "summary": "Google explicitly lists Igbo for text-to-speech in this model. This confirms documented language availability, not independently tested pronunciation quality.",
   "note": "API support does not establish consumer Gemini app availability or other speech capabilities.",
   "ask": "Publish Igbo-specific evaluations and practical language-quality limits.",
   "gap": "People need digital products to read Igbo aloud naturally and intelligibly.",
   "url": "https://ai.google.dev/gemini-api/docs/models/gemini-3.8-flash-tts",
   "checked": "2026-09-24",
   "features": [
    {
     "cap": "tts",
     "label": "Text-to-speech in Igbo",
     "status": "yes",
     "evidence": "Official documentation",
     "source": "Google Gemini API documentation",
     "url": "https://ai.google.dev/gemini-api/docs/models/gemini-3.8-flash-tts",
     "note": "Google explicitly lists Igbo for text-to-speech in this model. This confirms documented language availability, not independently tested pronunciation quality.",
     "reviewed": "2026-09-24",
     "lastVerified": "2026-09-24"
    }
   ],
   "caps": {
    "tts": "yes"
   }
  },
  {
   "id": "gemini-live-translate",
   "product": "Gemini Live Translation (preview API)",
   "company": "Google",
   "cat": "Developer API/model",
   "usecase": "technical",
   "rank": 99,
   "primary": "livetranslation",
   "surface": "Gemini developer API",
   "version": "gemini-3.5-live-translate-preview",
   "release": "Preview",
   "summary": "Igbo is not named in the published Live Translation language table reviewed. This remains Unknown; Gemini TTS support does not establish live translation.",
   "note": "API support does not establish consumer Gemini app availability or other speech capabilities.",
   "ask": "Publish Igbo-specific evaluations and practical language-quality limits.",
   "gap": "Translation direction determines who can participate in a conversation.",
   "url": "https://ai.google.dev/gemini-api/docs/live-api/live-translate",
   "checked": "2026-09-24",
   "features": [
    {
     "cap": "livetranslation",
     "label": "Live translation in Igbo",
     "status": "unclear",
     "evidence": "Unknown",
     "source": "Google Gemini API documentation",
     "url": "https://ai.google.dev/gemini-api/docs/live-api/live-translate",
     "note": "Igbo is not named in the published Live Translation language table reviewed. This remains Unknown; Gemini TTS support does not establish live translation.",
     "reviewed": "2026-09-24",
     "lastVerified": null
    }
   ],
   "caps": {
    "livetranslation": "unclear"
   }
  }
 ],
 "resources": [
  {
   "id": "IGT-001",
   "name": "Nkọwa okwu",
   "cat": "Dictionaries & Libraries",
   "sub": "Digital dictionary",
   "what": "Searchable Igbo dictionary with examples, pronunciations, and dialect variants.",
   "coverage": "Igbo; dialect entries documented",
   "owner": "Nkọwa okwu",
   "led": "Not verified",
   "access": "Free public dictionary",
   "license": "Data reuse license not verified",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://nkowaokwu.com/about",
   "repo": "",
   "src": "https://nkowaokwu.com/about",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-002",
   "name": "Igbo API",
   "cat": "Developer Infrastructure",
   "sub": "Language API",
   "what": "Language API for Igbo dictionary data, with hosted and local deployment instructions.",
   "coverage": "Igbo dictionary data",
   "owner": "Nkọwa okwu",
   "led": "Not verified",
   "access": "Hosted API or local deployment; current service charges not verified",
   "license": "Not verified",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://docs.igboapi.com/introduction",
   "repo": "",
   "src": "https://docs.igboapi.com/introduction",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-003",
   "name": "IgboSpeech",
   "cat": "Models & AI",
   "sub": "Speech-to-text / ASR",
   "what": "Browser interface for transcribing recorded or uploaded Igbo audio.",
   "coverage": "Igbo speech → text; not translation",
   "owner": "Nkọwa okwu",
   "led": "Not verified",
   "access": "Public interface; service limits not verified",
   "license": "Not verified",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://speech.igboapi.com/",
   "repo": "",
   "src": "https://speech.igboapi.com/",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-004",
   "name": "Nkọwa okwu Igbo Translate Chrome Extension",
   "cat": "Writing Tools",
   "sub": "Browser extension",
   "what": "Previously listed browser extension; current installation and Igbo coverage could not be verified.",
   "coverage": "Not verified",
   "owner": "Nkọwa okwu (previous listing)",
   "led": "Not verified",
   "access": "Current store availability not verified",
   "license": "Not verified",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The project link could not be retrieved. This does not prove that the extension has been discontinued.",
   "site": "",
   "repo": "",
   "src": "https://nkowaokwu.com/chrome",
   "checked": "2026-09-24",
   "review": "Needs review"
  },
  {
   "id": "IGT-005",
   "name": "Igbo OCR",
   "cat": "OCR & Digitization",
   "sub": "Optical character recognition",
   "what": "Minimal API skeleton using Tesseract for Igbo text recognition in images.",
   "coverage": "Written Igbo OCR",
   "owner": "Nkọwa okwu",
   "led": "Not verified",
   "access": "Public source repository",
   "license": "Not verified",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "Prototype, not a tested production OCR service.",
   "site": "https://github.com/nkowaokwu/igbo-ocr",
   "repo": "",
   "src": "https://github.com/nkowaokwu/igbo-ocr",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-006",
   "name": "Ilu Igbo",
   "cat": "Dictionaries & Libraries",
   "sub": "Proverb repository",
   "what": "Repository of Igbo proverbs.",
   "coverage": "Igbo proverbs",
   "owner": "Nkọwa okwu",
   "led": "Not verified",
   "access": "Public repository",
   "license": "Not verified",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://github.com/nkowaokwu/ilu-igbo",
   "repo": "",
   "src": "https://github.com/nkowaokwu/ilu-igbo",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-007",
   "name": "Sabbi",
   "cat": "Developer Infrastructure",
   "sub": "Data collection & annotation platform",
   "what": "Data collection and annotation platform recruiting Igbo audio recorders and translators.",
   "coverage": "Igbo included in collection opportunities",
   "owner": "Sabbi",
   "led": "Not verified",
   "access": "Contact provider; downloadable data access not verified",
   "license": "Service terms; reuse rights not verified",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://sabbidata.com/",
   "repo": "",
   "src": "https://sabbidata.com/",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-008",
   "name": "NaijaVoices Dataset",
   "cat": "Datasets",
   "sub": "Large-scale speech corpus",
   "what": "Speech and text dataset with Igbo, Hausa, and Yoruba recordings.",
   "coverage": "Igbo batches explicitly listed",
   "owner": "NaijaVoices",
   "led": "Not verified",
   "access": "Registration and acceptance of data conditions required",
   "license": "CC BY-NC-SA 4.0 listed; tier-specific conditions also apply",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/datasets/naijavoices/naijavoices-dataset",
   "repo": "",
   "src": "https://huggingface.co/datasets/naijavoices/naijavoices-dataset",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-009",
   "name": "IgboAPI Dataset (ibo-dict)",
   "cat": "Datasets",
   "sub": "Multi-dialectal dictionary + audio",
   "what": "Dictionary words and sentence recordings paired with Igbo and English text.",
   "coverage": "Igbo; dialectal recordings documented",
   "owner": "Nkọwa okwu",
   "led": "Not verified",
   "access": "Contact-information sharing and terms acceptance required",
   "license": "CC BY 4.0 listed",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/datasets/nkowaokwu/ibo-dict",
   "repo": "",
   "src": "https://huggingface.co/datasets/nkowaokwu/ibo-dict",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-010",
   "name": "IgboAPI Dataset Expansion",
   "cat": "Datasets",
   "sub": "Expanded dictionary data",
   "what": "An audio repository is present, but its empty dataset card does not establish language coverage or intended use.",
   "coverage": "Not verified",
   "owner": "Nkọwa okwu",
   "led": "Not verified",
   "access": "Contact-information sharing and terms acceptance required",
   "license": "CC BY 4.0 listed",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "Igbo inclusion is not inferred from the repository name. Documentation or a permitted data inspection is needed.",
   "site": "https://huggingface.co/datasets/nkowaokwu/ibo-dict-expansion",
   "repo": "",
   "src": "https://huggingface.co/datasets/nkowaokwu/ibo-dict-expansion",
   "checked": "2026-09-24",
   "review": "Needs review"
  },
  {
   "id": "IGT-011",
   "name": "IgboSynCorp",
   "cat": "Datasets",
   "sub": "Spoken Igbo corpus",
   "what": "Lacuna Fund lists IgboSynCorp as a dataset for Igbo NLP tasks. The archive contents could not be checked.",
   "coverage": "Igbo project confirmed by funder; dialect coverage not verified",
   "owner": "Creator details not verified",
   "led": "Not verified",
   "access": "Current archive/download access not verified",
   "license": "Not verified",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The Harvard Dataverse landing page could not be read during this review. No duration or downloadable-release claim is retained.",
   "site": "https://lacunafund.org/datasets/language/",
   "repo": "",
   "src": "https://lacunafund.org/datasets/language/",
   "checked": "2026-09-24",
   "review": "Needs review"
  },
  {
   "id": "IGT-013",
   "name": "Igbo TTS Dataset",
   "cat": "Datasets",
   "sub": "Text-to-speech corpus",
   "what": "Igbo speech clips paired with text for text-to-speech research.",
   "coverage": "Igbo audio and text",
   "owner": "Blessing Ezinne OKAH; steward: Institute of African Digital Humanities",
   "led": "Not verified",
   "access": "Request access through Mozilla Data Collective",
   "license": "NOODL-1.0 listed",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://mozilladatacollective.com/datasets/cmp0f5u2n02a8mp0771ryoly8",
   "repo": "",
   "src": "https://mozilladatacollective.com/datasets/cmp0f5u2n02a8mp0771ryoly8",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-014",
   "name": "Nigerian Common Voice Dataset",
   "cat": "Datasets",
   "sub": "Multilingual Nigerian speech",
   "what": "Speech recordings and transcripts with language and accent metadata.",
   "coverage": "Igbo, English, Hausa, and Yoruba configurations",
   "owner": "benjaminogbonna",
   "led": "Not verified",
   "access": "Public dataset listing and loading instructions",
   "license": "Apache-2.0 listed",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/datasets/benjaminogbonna/nigerian_common_voice_dataset",
   "repo": "",
   "src": "https://huggingface.co/datasets/benjaminogbonna/nigerian_common_voice_dataset",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-015",
   "name": "NaijaSenti",
   "cat": "Datasets",
   "sub": "Sentiment corpus",
   "what": "Annotated social-media text for sentiment analysis.",
   "coverage": "Igbo, Hausa, Yoruba, and Nigerian Pidgin",
   "owner": "NaijaSenti / HausaNLP",
   "led": "Not verified",
   "access": "Public data repository",
   "license": "CC BY 4.0",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://github.com/hausanlp/naijasenti",
   "repo": "",
   "src": "https://github.com/hausanlp/naijasenti",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-016",
   "name": "Naija-Lexicons",
   "cat": "Datasets",
   "sub": "Lexicons and stopwords",
   "what": "Stopword lexicons for preprocessing text in Nigerian languages.",
   "coverage": "Igbo, Hausa, Yoruba, and Nigerian Pidgin",
   "owner": "HausaNLP",
   "led": "Not verified",
   "access": "Public dataset listing",
   "license": "CC BY-NC-SA 4.0",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/datasets/HausaNLP/Naija-Lex",
   "repo": "",
   "src": "https://huggingface.co/datasets/HausaNLP/Naija-Lex",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-017",
   "name": "NaijaHate / NaijaOffens",
   "cat": "Datasets",
   "sub": "Hate and offensive speech",
   "what": "Social-media data for hate and offensive-language research.",
   "coverage": "Igbo, Hausa, and Yoruba",
   "owner": "smaliyu / NaijaOffens contributors",
   "led": "Not verified",
   "access": "Public research repository; reuse conditions require review",
   "license": "Not verified",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://github.com/smaliyu/NaijaOffens",
   "repo": "",
   "src": "https://github.com/smaliyu/NaijaOffens",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-018",
   "name": "AFRIHATE",
   "cat": "Datasets",
   "sub": "Hate speech benchmark",
   "what": "Research collection of hate, abusive, and neutral social-media text.",
   "coverage": "Igbo explicitly included in the paper",
   "owner": "AfriHate paper authors",
   "led": "Not verified",
   "access": "Public paper; current data-download conditions not verified",
   "license": "Not verified",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://aclanthology.org/2025.naacl-long.92.pdf",
   "repo": "",
   "src": "https://aclanthology.org/2025.naacl-long.92.pdf",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-020",
   "name": "OkwuGbé / IgboASR",
   "cat": "Models & AI",
   "sub": "Automatic speech recognition",
   "what": "Research code for automatic speech recognition in Igbo and Fon.",
   "coverage": "Igbo and Fon",
   "owner": "chrisemezue / IgboASR contributors",
   "led": "Not verified",
   "access": "Public source repository",
   "license": "Not verified",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "Research prototype; no current service availability or accuracy claim is made.",
   "site": "https://github.com/chrisemezue/IgboASR",
   "repo": "",
   "src": "https://github.com/chrisemezue/IgboASR",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-021",
   "name": "N-ATLaS Igbo-ASR",
   "cat": "Models & AI",
   "sub": "Automatic speech recognition",
   "what": "Whisper Small-based Igbo ASR research model.",
   "coverage": "Igbo speech recognition",
   "owner": "NCAIR1 / Awarri",
   "led": "Not verified",
   "access": "Restricted research/innovation use; commercial use requires separate agreement",
   "license": "Custom terms; 1,000 active-user cap",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/NCAIR1/Igbo-ASR",
   "repo": "",
   "src": "https://huggingface.co/NCAIR1/Igbo-ASR",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-022",
   "name": "N-ATLaS LLM",
   "cat": "Models & AI",
   "sub": "Multilingual generative AI",
   "what": "Llama 3-based multilingual language model intended for Nigerian-language research and applications.",
   "coverage": "Igbo, Hausa, Yoruba, and English",
   "owner": "NCAIR1 / Awarri",
   "led": "Not verified",
   "access": "Restricted research/innovation use; commercial use requires separate agreement",
   "license": "Custom terms; 1,000 active-user cap",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/NCAIR1/N-ATLaS",
   "repo": "",
   "src": "https://huggingface.co/NCAIR1/N-ATLaS",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-023",
   "name": "NaijaVox 2.0",
   "cat": "Models & AI",
   "sub": "Automatic speech recognition",
   "what": "Speech-recognition model whose card includes Igbo training and evaluation.",
   "coverage": "Igbo included; quality not independently tested",
   "owner": "Axiveri",
   "led": "Not verified",
   "access": "Public model listing and weight-loading instructions",
   "license": "Apache-2.0 listed for weights",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/Axiveri/NaijaVox-2.0",
   "repo": "",
   "src": "https://huggingface.co/Axiveri/NaijaVox-2.0",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-024",
   "name": "Olu Igbo",
   "cat": "Models & AI",
   "sub": "On-device ASR prototype",
   "what": "Author-described Android prototype for on-device Igbo transcription using a Whisper fine-tune.",
   "coverage": "Igbo claimed in the project description; app not tested",
   "owner": "Olu Igbo project contributors",
   "led": "Not verified",
   "access": "Public project description; installable release not verified",
   "license": "Not verified",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "A hackathon project listing is not independent confirmation of a working released app.",
   "site": "https://devpost.com/software/olu-igbo",
   "repo": "",
   "src": "https://devpost.com/software/olu-igbo",
   "checked": "2026-09-24",
   "review": "Needs review"
  },
  {
   "id": "IGT-025",
   "name": "Dialectal Igbo-to-English M2M100",
   "cat": "Models & AI",
   "sub": "Machine translation",
   "what": "M2M100 model associated with research on Igbo dialectal translation.",
   "coverage": "Igbo dialectal translation research",
   "owner": "Ifyokoh",
   "led": "Not verified",
   "access": "Public model listing; runtime not tested",
   "license": "Not verified",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/Ifyokoh/m2m100_dialect_ibo_en_mt",
   "repo": "",
   "src": "https://huggingface.co/Ifyokoh/m2m100_dialect_ibo_en_mt",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-026",
   "name": "Igbo Phi-3 Translator",
   "cat": "Models & AI",
   "sub": "English-to-Igbo machine translation",
   "what": "Phi-3 Mini fine-tune distributed for English-to-Igbo translation.",
   "coverage": "English → Igbo text",
   "owner": "nwokikeonyeka",
   "led": "Not verified",
   "access": "Public model listing with GGUF loading instructions",
   "license": "Apache-2.0 listed",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/nwokikeonyeka/igbo-phi3-translator",
   "repo": "",
   "src": "https://huggingface.co/nwokikeonyeka/igbo-phi3-translator",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-027",
   "name": "Igbo Phi-3 Bilingual Chat",
   "cat": "Models & AI",
   "sub": "Bilingual conversational model",
   "what": "Phi-3 Mini fine-tune described for bilingual chat and translation.",
   "coverage": "Igbo and English",
   "owner": "nwokikeonyeka",
   "led": "Not verified",
   "access": "Public model listing; runtime not tested",
   "license": "Not verified",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/nwokikeonyeka/Igbo-Phi3-Bilingual-Chat-v1-merged",
   "repo": "",
   "src": "https://huggingface.co/nwokikeonyeka/Igbo-Phi3-Bilingual-Chat-v1-merged",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-028",
   "name": "MasakhaNER 1.0 (Igbo)",
   "cat": "Datasets",
   "sub": "Named entity recognition",
   "what": "Named-entity annotations for identifying people, organizations, places, and dates in text.",
   "coverage": "Igbo included in MasakhaNER 1.0",
   "owner": "Masakhane",
   "led": "Not verified",
   "access": "Public dataset; legacy loading script needs attention",
   "license": "Card states non-commercial CC 4.0; header says unknown. Confirm exact terms before reuse.",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/datasets/masakhane/masakhaner",
   "repo": "",
   "src": "https://huggingface.co/datasets/masakhane/masakhaner",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-029",
   "name": "IrokoBench - Igbo",
   "cat": "Benchmarks",
   "sub": "LLM evaluation",
   "what": "Research benchmark covering language inference, reasoning, and knowledge tasks.",
   "coverage": "Igbo explicitly included in the paper",
   "owner": "IrokoBench / Masakhane authors",
   "led": "Not verified",
   "access": "Public paper and project repository; individual dataset access not tested",
   "license": "Not verified",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://aclanthology.org/2025.naacl-long.139.pdf",
   "repo": "",
   "src": "https://aclanthology.org/2025.naacl-long.139.pdf",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-030",
   "name": "IlùBench",
   "cat": "Benchmarks",
   "sub": "Cultural register evaluation",
   "what": "A preliminary protocol and prompt set exploring cultural register in explanations of Igbo proverbs.",
   "coverage": "Igbo proverb prompts",
   "owner": "UUAMNI",
   "led": "Not verified",
   "access": "Public protocol and dataset listing",
   "license": "CC BY 4.0 listed",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "v0.1 series; native-speaker cultural adjudication is pending. This is not a validated ranking of model quality.",
   "site": "https://huggingface.co/datasets/UUAMNI/ilubench",
   "repo": "",
   "src": "https://huggingface.co/datasets/UUAMNI/ilubench",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-031",
   "name": "FLEURS - Igbo",
   "cat": "Datasets",
   "sub": "Speech benchmark",
   "what": "Multilingual speech benchmark with recordings and transcriptions.",
   "coverage": "Igbo explicitly included",
   "owner": "Google",
   "led": "Not verified",
   "access": "Public dataset and loading instructions",
   "license": "CC BY, as stated in the dataset card",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/datasets/google/fleurs",
   "repo": "",
   "src": "https://huggingface.co/datasets/google/fleurs",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-033",
   "name": "AfroDigits - Igbo",
   "cat": "Datasets",
   "sub": "Spoken digit corpus",
   "what": "Community-collected spoken digits for African-language speech research.",
   "coverage": "Igbo explicitly included in the authors’ paper",
   "owner": "AfroDigits authors",
   "led": "Not verified",
   "access": "Public paper; current dataset access conditions not verified",
   "license": "Not verified",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/papers/2303.12582",
   "repo": "",
   "src": "https://huggingface.co/papers/2303.12582",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-034",
   "name": "JW300 - Igbo",
   "cat": "Datasets",
   "sub": "Parallel translation corpus",
   "what": "Previously listed parallel corpus. Current OPUS download availability and this listing’s Igbo subset could not be verified.",
   "coverage": "Not verified in this audit",
   "owner": "OPUS / JW300 (historical listing)",
   "led": "Not verified",
   "access": "Original download unavailable at previous check; retrieval failed again",
   "license": "Not verified",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "Retained as a flagged historical lead, not a currently available dataset. The previous download URL is retained as an evidence lead only.",
   "site": "",
   "repo": "",
   "src": "https://opus.nlpl.eu/JW300.php",
   "checked": "2026-09-24",
   "review": "Needs review"
  },
  {
   "id": "IGT-035",
   "name": "Sketch Engine Igbo Corpus Tools",
   "cat": "Corpus & Research Tools",
   "sub": "Corpus analysis",
   "what": "Igbo text corpora with concordance, frequency, and word-list tools.",
   "coverage": "Igbo corpora explicitly listed",
   "owner": "Sketch Engine",
   "led": "Not verified",
   "access": "Trial or paid subscription, depending on corpus",
   "license": "Service and corpus-specific terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://www.sketchengine.eu/corpora-and-languages/igbo-text-corpora/",
   "repo": "",
   "src": "https://www.sketchengine.eu/corpora-and-languages/igbo-text-corpora/",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-036",
   "name": "African UD Treebank - Igbo",
   "cat": "Datasets",
   "sub": "Syntax treebank",
   "what": "Research project developing syntactically annotated African-language treebanks.",
   "coverage": "Igbo included in project scope",
   "owner": "Princeton CDH / African_UD",
   "led": "Not verified",
   "access": "Public project page; released Igbo dataset access not verified",
   "license": "Not verified",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "A project commitment is not a confirmed downloadable Igbo treebank.",
   "site": "https://cdh.princeton.edu/projects/african_ud-universal-dependencies-treebank-for-african-languages/",
   "repo": "",
   "src": "https://cdh.princeton.edu/projects/african_ud-universal-dependencies-treebank-for-african-languages/",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-039",
   "name": "Igbo101",
   "cat": "Learning Products",
   "sub": "Language-learning app",
   "what": "Lessons and games for beginner Igbo learners.",
   "coverage": "Igbo-Izugbe described in developer listing",
   "owner": "Igbo101 developer",
   "led": "Not verified",
   "access": "App Store listing available; current pricing/device compatibility not tested",
   "license": "Proprietary app terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://apps.apple.com/us/app/igbo101/id689317475",
   "repo": "",
   "src": "https://apps.apple.com/us/app/igbo101/id689317475",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-040",
   "name": "IgboLearn",
   "cat": "Learning Products",
   "sub": "Language-learning platform",
   "what": "Igbo lessons, vocabulary activities, and learning tools.",
   "coverage": "Igbo",
   "owner": "IgboLearn",
   "led": "Not verified",
   "access": "Public free lessons; full app/service terms vary",
   "license": "Proprietary service terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "Listed learning content checked; advertised AI conversation quality was not tested.",
   "site": "https://igbolearn.com/",
   "repo": "",
   "src": "https://igbolearn.com/",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-041",
   "name": "NKENNE",
   "cat": "Learning Products",
   "sub": "African-language learning app",
   "what": "African-language learning service with Igbo content.",
   "coverage": "Igbo included on provider site",
   "owner": "NKENNE",
   "led": "Not verified",
   "access": "Free tier advertised; full plan terms not checked",
   "license": "Proprietary service terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://www.nkenne.com/",
   "repo": "",
   "src": "https://www.nkenne.com/",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-042",
   "name": "Lingawa - Igbo",
   "cat": "Learning Products",
   "sub": "Live language learning",
   "what": "Tutor-led online Igbo lessons.",
   "coverage": "Igbo",
   "owner": "Lingawa",
   "led": "Not verified",
   "access": "Enrollment/lesson booking; current price not verified",
   "license": "Proprietary service terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://lingawa.com/languages/igbo",
   "repo": "",
   "src": "https://lingawa.com/languages/igbo",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-043",
   "name": "iSabi Igbo+",
   "cat": "Learning Products",
   "sub": "Pronunciation and dictionary app",
   "what": "Igbo phrase and pronunciation learning app.",
   "coverage": "Igbo as described by developer",
   "owner": "iSabi Igbo+ developer",
   "led": "Not verified",
   "access": "App Store listing available; current pricing/device compatibility not tested",
   "license": "Proprietary app terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://apps.apple.com/us/app/isabi-igbo/id1323703562",
   "repo": "",
   "src": "https://apps.apple.com/us/app/isabi-igbo/id1323703562",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-044",
   "name": "Learn Igbo for Kids",
   "cat": "Learning Products",
   "sub": "Children's learning app",
   "what": "Introductory Igbo learning activities covering letters, numbers, food, and animals.",
   "coverage": "Igbo",
   "owner": "Akwukwo LLC",
   "led": "Not verified",
   "access": "App Store listing; in-app purchases",
   "license": "Proprietary app terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://apps.apple.com/us/app/learn-igbo-for-kids/id1294744800",
   "repo": "",
   "src": "https://apps.apple.com/us/app/learn-igbo-for-kids/id1294744800",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-045",
   "name": "Nigerian Keyboard for Hausa, Igbo and Yoruba",
   "cat": "Writing Tools",
   "sub": "Mobile keyboard",
   "what": "iPhone/iPad keyboard described for writing Hausa, Igbo, and Yoruba.",
   "coverage": "Igbo typing; dictation not claimed",
   "owner": "Nkyea Learning Systems",
   "led": "Not verified",
   "access": "Free App Store listing; current OS compatibility not tested",
   "license": "Proprietary app terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "Old app release; a live listing does not establish compatibility with current devices.",
   "site": "https://apps.apple.com/us/app/nigerian-keyboard-for-hausa-igbo-and-yoruba/id1175123711",
   "repo": "",
   "src": "https://apps.apple.com/us/app/nigerian-keyboard-for-hausa-igbo-and-yoruba/id1175123711",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-046",
   "name": "Edémédé",
   "cat": "Writing Tools",
   "sub": "Online keyboard",
   "what": "Browser keyboard source code for entering Igbo characters and diacritics.",
   "coverage": "Igbo typing",
   "owner": "Chris C. Emezue / Handel C. Emezue",
   "led": "Not verified",
   "access": "Public repository; live deployment could not be verified",
   "license": "Repository displays Apache-2.0 but README includes a conflicting restriction; clarify with maintainer",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "Code exists; live site retrieval failed. License wording needs clarification.",
   "site": "https://github.com/chrisemezue/edemede.github.io",
   "repo": "",
   "src": "https://github.com/chrisemezue/edemede.github.io",
   "checked": "2026-09-24",
   "review": "Needs review"
  },
  {
   "id": "IGT-047",
   "name": "Igbo Keyboard - Tone Marks & Diacritics",
   "cat": "Writing Tools",
   "sub": "Browser extension",
   "what": "Previously listed tone-mark keyboard extension. Current store listing and functionality could not be verified.",
   "coverage": "Not verified",
   "owner": "Not verified",
   "led": "Not verified",
   "access": "Store availability not verified",
   "license": "Not verified",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "Store retrieval failure is not proof of discontinuation.",
   "site": "",
   "repo": "",
   "src": "https://chromewebstore.google.com/detail/igbo-keyboard-%E2%80%94-tone-mark/plinicohmicabnonpcgddddlbjlnegde",
   "checked": "2026-09-24",
   "review": "Needs review"
  },
  {
   "id": "IGT-048",
   "name": "ElevenLabs Scribe - Igbo",
   "cat": "Global Products with Igbo",
   "sub": "Speech-to-text service",
   "what": "Provider-documented Igbo uploaded-audio transcription and subtitle export.",
   "coverage": "Igbo transcription; not TTS",
   "owner": "ElevenLabs",
   "led": "Not verified",
   "access": "Commercial service; plan limits vary",
   "license": "Service terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://elevenlabs.io/speech-to-text/igbo",
   "repo": "",
   "src": "https://elevenlabs.io/speech-to-text/igbo",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-049",
   "name": "Google Translate - Igbo",
   "cat": "Global Products with Igbo",
   "sub": "Machine translation service",
   "what": "Text translation with Igbo available as a source and target.",
   "coverage": "Igbo text; voice capabilities tracked separately",
   "owner": "Google",
   "led": "Not verified",
   "access": "Public consumer interface",
   "license": "Service terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://translate.google.com/",
   "repo": "",
   "src": "https://translate.google.com/",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-050",
   "name": "WAXAL Igbo TTS Dataset",
   "cat": "Datasets",
   "sub": "Text-to-speech recordings",
   "what": "Multilingual speech and text dataset with an Igbo contribution from Media Trust.",
   "coverage": "Igbo included; check ASR/TTS configuration for the task",
   "owner": "Google / Media Trust and other contributors",
   "led": "Not verified",
   "access": "Public dataset with configuration-specific loading instructions",
   "license": "Igbo/Media Trust contribution listed as CC BY-SA 4.0",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/datasets/google/WaxalNLP",
   "repo": "",
   "src": "https://huggingface.co/datasets/google/WaxalNLP",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-051",
   "name": "Igbo ASR: MMS Adapter + KenLM",
   "cat": "Models & AI",
   "sub": "Speech-to-text model",
   "what": "Author-described MMS adapter with KenLM decoding for Igbo ASR.",
   "coverage": "Igbo speech recognition claimed in model card",
   "owner": "chimezie90",
   "led": "Not verified",
   "access": "Weights are not hosted in this repository; linked access route could not be verified",
   "license": "CC BY-NC-SA 4.0 listed",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "Model card exists, but no available weight download was verified. Comparative performance claims are not reproduced.",
   "site": "https://huggingface.co/chimezie90/igbo-asr-mms",
   "repo": "",
   "src": "https://huggingface.co/chimezie90/igbo-asr-mms",
   "checked": "2026-09-24",
   "review": "Needs review"
  },
  {
   "id": "IGT-052",
   "name": "Soro-TTS Igbo",
   "cat": "Models & AI",
   "sub": "Text-to-speech model",
   "what": "MMS/VITS-based checkpoint for Igbo text-to-speech.",
   "coverage": "Igbo text → audio",
   "owner": "Shinzmann",
   "led": "Not verified",
   "access": "Public model listing; non-commercial use",
   "license": "CC BY-NC 4.0",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "The model card recommends native-speaker evaluation. No independent pronunciation result is claimed here.",
   "site": "https://huggingface.co/Shinzmann/soro-tts-ibo",
   "repo": "",
   "src": "https://huggingface.co/Shinzmann/soro-tts-ibo",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-053",
   "name": "Meta NLLB-200",
   "cat": "Models & AI",
   "sub": "Machine translation model",
   "what": "NLLB-200 distilled translation research model with an Igbo language token.",
   "coverage": "Igbo (ibo_Latn); text translation only",
   "owner": "Meta",
   "led": "Not verified",
   "access": "Public model weights; non-commercial terms",
   "license": "CC BY-NC 4.0",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "Igbo token confirmed in the model’s special_tokens_map.json. This is a research model, not a consumer translation service.",
   "site": "https://huggingface.co/facebook/nllb-200-distilled-600M",
   "repo": "https://huggingface.co/facebook/nllb-200-distilled-600M/blob/main/special_tokens_map.json",
   "src": "https://huggingface.co/facebook/nllb-200-distilled-600M",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-054",
   "name": "Meta SeamlessM4T v2",
   "cat": "Models & AI",
   "sub": "Speech and text translation model",
   "what": "Multimodal translation research model with feature-specific language coverage.",
   "coverage": "Igbo speech/text input and text output; Igbo speech output is not listed",
   "owner": "Meta",
   "led": "Not verified",
   "access": "Public model listing; non-commercial terms",
   "license": "CC BY-NC 4.0",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/facebook/seamless-m4t-v2-large",
   "repo": "",
   "src": "https://huggingface.co/facebook/seamless-m4t-v2-large",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-055",
   "name": "AfriBERTa",
   "cat": "Models & AI",
   "sub": "African language model",
   "what": "Pretrained language representation model for downstream NLP research.",
   "coverage": "Igbo included in pretraining languages",
   "owner": "Castorini",
   "led": "Not verified",
   "access": "Public model listing",
   "license": "Not verified",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/castorini/afriberta_base",
   "repo": "",
   "src": "https://huggingface.co/castorini/afriberta_base",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-056",
   "name": "AfroXLMR Large",
   "cat": "Models & AI",
   "sub": "African language model",
   "what": "XLM-R adaptation for African-language text representation.",
   "coverage": "Igbo included in adaptation languages",
   "owner": "Davlan / AfroXLMR contributors",
   "led": "Not verified",
   "access": "Public model listing",
   "license": "MIT listed",
   "maturity": "Model / project listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/Davlan/afro-xlmr-large",
   "repo": "",
   "src": "https://huggingface.co/Davlan/afro-xlmr-large",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-057",
   "name": "MasakhaPOS: Igbo",
   "cat": "Datasets",
   "sub": "Grammar annotation dataset",
   "what": "Part-of-speech annotated text for African-language NLP research.",
   "coverage": "Igbo explicitly included",
   "owner": "Masakhane",
   "led": "Not verified",
   "access": "Public dataset; legacy loading script needs attention",
   "license": "Dataset metadata lists AFL-3.0; confirm applicable data terms before reuse",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/datasets/masakhane/masakhapos",
   "repo": "",
   "src": "https://huggingface.co/datasets/masakhane/masakhapos",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-058",
   "name": "MAFAND-MT: English-Igbo",
   "cat": "Datasets",
   "sub": "Translation and news dataset",
   "what": "Parallel news-domain translation benchmark.",
   "coverage": "Igbo included",
   "owner": "Masakhane",
   "led": "Not verified",
   "access": "Public dataset and loading instructions",
   "license": "CC BY-NC 4.0, as described in card",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/datasets/masakhane/mafand",
   "repo": "",
   "src": "https://huggingface.co/datasets/masakhane/mafand",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-059",
   "name": "FLORES-200: Igbo",
   "cat": "Datasets",
   "sub": "Translation benchmark",
   "what": "Multilingual translation evaluation benchmark.",
   "coverage": "Igbo listed as ibo_Latn in FLORES-200",
   "owner": "Meta / FLORES contributors",
   "led": "Not verified",
   "access": "Public repository and download instructions; download not exercised",
   "license": "Not verified",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "Replaced unrelated Belebele evidence links with the actual FLORES-200 documentation.",
   "site": "https://github.com/facebookresearch/flores/blob/main/flores200/README.md",
   "repo": "",
   "src": "https://github.com/facebookresearch/flores/blob/main/flores200/README.md",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-060",
   "name": "Unicode CLDR: Igbo Locale Data",
   "cat": "Developer Infrastructure",
   "sub": "Language and formatting standard",
   "what": "Locale data for language names, formats, and other software localization needs.",
   "coverage": "Igbo locale file (ig.xml)",
   "owner": "Unicode Consortium",
   "led": "Not verified",
   "access": "Public source repository",
   "license": "Unicode license; exact current terms should be reviewed",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://github.com/unicode-org/cldr/blob/main/common/main/ig.xml",
   "repo": "",
   "src": "https://github.com/unicode-org/cldr/blob/main/common/main/ig.xml",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-061",
   "name": "Microsoft Translator: Igbo",
   "cat": "Global Products with Igbo",
   "sub": "Text and document translation",
   "what": "Microsoft translation service with documented Igbo text translation.",
   "coverage": "Igbo text; no speech support inferred",
   "owner": "Microsoft",
   "led": "Not verified",
   "access": "Consumer and developer offerings have different terms",
   "license": "Service terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://www.microsoft.com/en-us/translator/languages/",
   "repo": "",
   "src": "https://www.microsoft.com/en-us/translator/languages/",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-062",
   "name": "Google Cloud Speech-to-Text: Igbo",
   "cat": "Global Products with Igbo",
   "sub": "Speech-to-text API",
   "what": "Google Cloud Speech-to-Text V2 API with documented Igbo recognition.",
   "coverage": "ig-NG via chirp_2 in listed regions",
   "owner": "Google Cloud",
   "led": "Not verified",
   "access": "Cloud project/API access; usage-based service terms",
   "license": "Service terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://docs.cloud.google.com/speech-to-text/docs/speech-to-text-supported-languages",
   "repo": "",
   "src": "https://docs.cloud.google.com/speech-to-text/docs/speech-to-text-supported-languages",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-063",
   "name": "Google Cloud Translation: Igbo",
   "cat": "Global Products with Igbo",
   "sub": "Translation API",
   "what": "Cloud translation API with feature- and model-specific language tables.",
   "coverage": "Igbo listed for NMT; Translation LLM table marks experimental support",
   "owner": "Google Cloud",
   "led": "Not verified",
   "access": "Cloud project/API access; usage-based service terms",
   "license": "Service terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://docs.cloud.google.com/translate/docs/languages",
   "repo": "",
   "src": "https://docs.cloud.google.com/translate/docs/languages",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-064",
   "name": "Gboard: Igbo Keyboard",
   "cat": "Writing Tools",
   "sub": "Mobile keyboard",
   "what": "Android keyboard whose official listing includes Igbo.",
   "coverage": "Igbo keyboard input; voice typing tracked separately",
   "owner": "Google",
   "led": "Not verified",
   "access": "Public Google Play listing",
   "license": "Proprietary app terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://play.google.com/store/apps/details?id=com.google.android.inputmethod.latin",
   "repo": "",
   "src": "https://play.google.com/store/apps/details?id=com.google.android.inputmethod.latin",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-065",
   "name": "Azure Document Intelligence OCR: Igbo",
   "cat": "OCR & Digitization",
   "sub": "Document text recognition",
   "what": "Document Intelligence OCR service with Igbo in its printed-text language table.",
   "coverage": "Igbo printed-text recognition; handwriting not inferred",
   "owner": "Microsoft",
   "led": "Not verified",
   "access": "Azure API access; usage-based service terms",
   "license": "Service terms",
   "maturity": "Resource listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/language-support/ocr?view=doc-intel-4.0.0",
   "repo": "",
   "src": "https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/language-support/ocr?view=doc-intel-4.0.0",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-066",
   "name": "NollySenti",
   "cat": "Datasets",
   "sub": "Movie-review sentiment dataset",
   "what": "Nollywood movie-review sentiment dataset; a related MTEB adaptation is separate.",
   "coverage": "Igbo included in NollySenti’s language coverage",
   "owner": "IyanuSh / NollySenti authors",
   "led": "Not verified",
   "access": "Public research repository",
   "license": "Original data: CC BY 4.0; MTEB adaptation lists different terms",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "Original repository supplies the data license; linked MTEB card confirms language coverage.",
   "site": "https://github.com/IyanuSh/NollySenti",
   "repo": "https://huggingface.co/datasets/mteb/NollySentiBitextMining",
   "src": "https://github.com/IyanuSh/NollySenti",
   "checked": "2026-09-24",
   "review": "Source checked"
  },
  {
   "id": "IGT-067",
   "name": "AfriBERTa Igbo Corpus",
   "cat": "Datasets",
   "sub": "Language-model training text",
   "what": "Igbo training and evaluation text files from the AfriBERTa corpus.",
   "coverage": "Igbo folder contains train and evaluation archives",
   "owner": "Castorini",
   "led": "Not verified",
   "access": "Public dataset files",
   "license": "Apache-2.0 listed",
   "maturity": "Dataset listing",
   "status": "",
   "scale": "",
   "notes": "The primary listing confirms the described Igbo component. No runtime, quality, or full-download test was performed.",
   "site": "https://huggingface.co/datasets/castorini/afriberta-corpus/tree/main/igbo",
   "repo": "",
   "src": "https://huggingface.co/datasets/castorini/afriberta-corpus/tree/main/igbo",
   "checked": "2026-09-24",
   "review": "Source checked"
  }
 ]
}