{"adoption": {"forks": 269, "observed_at": "2026-08-28T04:07:28.796922+00:00", "stars": 2898}, "canonical_url": "https://ross.abutalabs.com/products/omnilingual-asr", "card": {"archived": false, "artifact_type": "library", "description": "Omnilingual ASR Open-Source Multilingual SpeechRecognition for 1600+ Languages", "domain": ["speech-processing", "machine-learning"], "enriched": true, "function": ["speech-recognition", "audio-processing", "machine-learning", "deep-learning", "transformers"], "health_score": 72, "homepage": null, "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["facebookresearch/omnilingual-asr"], "name": "facebookresearch/omnilingual-asr", "platform": ["python", "cross-platform"], "pushed_at": "2025-12-30T20:48:26+00:00", "repo": "facebookresearch/omnilingual-asr", "stars": 2898, "tags": ["asr", "speech-to-text", "multilingual", "zero-shot-learning", "wav2vec2", "ctc", "llm-asr", "transcription", "low-resource-languages", "meta-ai", "natural-language-processing", "audio", "gpu"], "topics": [], "urls": [], "use_cases": ["transcribe speech in low-resource languages", "add speech recognition for a new language with few examples", "batch transcribe long audio recordings", "build multilingual voice applications", "research zero-shot speech recognition", "convert speech to text for 1600+ languages"], "what_it_is": "An open-source multilingual speech recognition library from Meta AI supporting over 1,600 languages, including hundreds never previously covered by ASR. It provides a family of CTC and LLM-based models (300M to 7B parameters) with zero-shot and few-shot adaptation for adding new languages from just a few paired examples.", "when_to_avoid": ["you only need a handful of high-resource languages and a lighter-weight model", "you lack GPU resources for the larger 3B/7B checkpoints", "you need fine-tuning recipes for the unlimited-length model variant", "you need a permissively licensed model for commercial use without reviewing the license"], "when_to_choose": ["you need ASR coverage for rare or low-resource languages", "you want state-of-the-art multilingual transcription accuracy", "you need to adapt speech recognition to a new language without large datasets", "you need unlimited-length audio decoding"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/omnilingual-asr", "repo": "facebookresearch/omnilingual-asr", "role": "main", "score": 52}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:35:12.776311+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "08cd6ff8978edb96753036a39cb26d842634cc1d358131f032fe444d8d65c455", "fetched_at": "2026-08-28T04:07:28.796922+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/omnilingual-asr"}, {"content_hash": "3312058b7cbfdf936afe08561e7f089e7bd1000f4ed338518d8c2d79fa4ad360", "fetched_at": "2026-08-29T09:49:56.481855+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/omnilingual-asr/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:35:12.776311+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "08cd6ff8978edb96753036a39cb26d842634cc1d358131f032fe444d8d65c455", "fetched_at": "2026-08-28T04:07:28.796922+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/omnilingual-asr"}, {"content_hash": "3312058b7cbfdf936afe08561e7f089e7bd1000f4ed338518d8c2d79fa4ad360", "fetched_at": "2026-08-29T09:49:56.481855+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/omnilingual-asr/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:35:12.776311+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "08cd6ff8978edb96753036a39cb26d842634cc1d358131f032fe444d8d65c455", "fetched_at": "2026-08-28T04:07:28.796922+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/omnilingual-asr"}, {"content_hash": "3312058b7cbfdf936afe08561e7f089e7bd1000f4ed338518d8c2d79fa4ad360", "fetched_at": "2026-08-29T09:49:56.481855+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/omnilingual-asr/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:35:12.776311+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "08cd6ff8978edb96753036a39cb26d842634cc1d358131f032fe444d8d65c455", "fetched_at": "2026-08-28T04:07:28.796922+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/omnilingual-asr"}, {"content_hash": "3312058b7cbfdf936afe08561e7f089e7bd1000f4ed338518d8c2d79fa4ad360", "fetched_at": "2026-08-29T09:49:56.481855+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/omnilingual-asr/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:35:12.776311+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "08cd6ff8978edb96753036a39cb26d842634cc1d358131f032fe444d8d65c455", "fetched_at": "2026-08-28T04:07:28.796922+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/omnilingual-asr"}, {"content_hash": "3312058b7cbfdf936afe08561e7f089e7bd1000f4ed338518d8c2d79fa4ad360", "fetched_at": "2026-08-29T09:49:56.481855+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/omnilingual-asr/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:35:12.776311+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "08cd6ff8978edb96753036a39cb26d842634cc1d358131f032fe444d8d65c455", "fetched_at": "2026-08-28T04:07:28.796922+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/omnilingual-asr"}, {"content_hash": "3312058b7cbfdf936afe08561e7f089e7bd1000f4ed338518d8c2d79fa4ad360", "fetched_at": "2026-08-29T09:49:56.481855+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/omnilingual-asr/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:28.796922+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:35:12.776311+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "08cd6ff8978edb96753036a39cb26d842634cc1d358131f032fe444d8d65c455", "fetched_at": "2026-08-28T04:07:28.796922+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/omnilingual-asr"}, {"content_hash": "3312058b7cbfdf936afe08561e7f089e7bd1000f4ed338518d8c2d79fa4ad360", "fetched_at": "2026-08-29T09:49:56.481855+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/omnilingual-asr/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:35:12.776311+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "08cd6ff8978edb96753036a39cb26d842634cc1d358131f032fe444d8d65c455", "fetched_at": "2026-08-28T04:07:28.796922+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/omnilingual-asr"}, {"content_hash": "3312058b7cbfdf936afe08561e7f089e7bd1000f4ed338518d8c2d79fa4ad360", "fetched_at": "2026-08-29T09:49:56.481855+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/omnilingual-asr/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:35:12.776311+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "08cd6ff8978edb96753036a39cb26d842634cc1d358131f032fe444d8d65c455", "fetched_at": "2026-08-28T04:07:28.796922+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/omnilingual-asr"}, {"content_hash": "3312058b7cbfdf936afe08561e7f089e7bd1000f4ed338518d8c2d79fa4ad360", "fetched_at": "2026-08-29T09:49:56.481855+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/omnilingual-asr/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:35:12.776311+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "08cd6ff8978edb96753036a39cb26d842634cc1d358131f032fe444d8d65c455", "fetched_at": "2026-08-28T04:07:28.796922+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/omnilingual-asr"}, {"content_hash": "3312058b7cbfdf936afe08561e7f089e7bd1000f4ed338518d8c2d79fa4ad360", "fetched_at": "2026-08-29T09:49:56.481855+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/omnilingual-asr/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 59, "longevity": 21, "rhythm": 62}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 300, "days_push": 246, "days_rel": 254, "gap_med": 9, "n_releases_24m": 2}, "score": 52, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}