{"adoption": {"forks": 13102, "observed_at": "2026-08-28T04:12:23.793538+00:00", "stars": 107981}, "canonical_url": "https://ross.abutalabs.com/products/whisper", "card": {"archived": false, "artifact_type": "library", "description": "Robust Speech Recognition via Large-Scale Weak Supervision", "domain": ["speech-processing", "machine-learning", "artificial-intelligence"], "enriched": true, "function": ["speech-recognition", "machine-learning", "deep-learning", "nlp", "cli"], "health_score": 90, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "stable", "member_repos": ["openai/whisper"], "name": "openai/whisper", "platform": ["python", "cross-platform", "cli"], "pushed_at": "2026-07-28T20:18:29+00:00", "repo": "openai/whisper", "stars": 107981, "tags": ["asr", "transcription", "speech-translation", "language-identification", "transformer", "pytorch", "multilingual", "natural-language-processing", "gpu"], "topics": [], "urls": [], "use_cases": ["transcribe audio recordings to text", "add subtitles to videos automatically", "translate foreign-language speech to English", "detect the spoken language in an audio clip", "transcribe podcasts or meeting recordings", "run offline speech-to-text without cloud APIs"], "what_it_is": "OpenAI's Whisper is a general-purpose speech recognition model and Python library built on a Transformer sequence-to-sequence architecture. It performs multilingual speech transcription, speech translation, and language identification from diverse audio inputs.", "when_to_avoid": ["you need real-time low-latency streaming transcription out of the box", "you lack the compute (ideally GPU) for larger model sizes", "you need speaker diarization, which Whisper does not provide"], "when_to_choose": ["you need robust, multilingual speech-to-text with a permissive MIT license", "you want local/offline transcription without sending audio to a cloud service", "you need speech translation or language identification alongside transcription"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/whisper", "repo": "openai/whisper", "role": "main", "score": 68}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:12:10.022286+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f31e859d3e9bdb7c2d0c2f11f30c210c8dae5a54324e2fc4a9b3a917e5d60fa3", "fetched_at": "2026-08-28T04:12:23.793538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/whisper"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:12:10.022286+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f31e859d3e9bdb7c2d0c2f11f30c210c8dae5a54324e2fc4a9b3a917e5d60fa3", "fetched_at": "2026-08-28T04:12:23.793538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/whisper"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:12:10.022286+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f31e859d3e9bdb7c2d0c2f11f30c210c8dae5a54324e2fc4a9b3a917e5d60fa3", "fetched_at": "2026-08-28T04:12:23.793538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/whisper"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:12:10.022286+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f31e859d3e9bdb7c2d0c2f11f30c210c8dae5a54324e2fc4a9b3a917e5d60fa3", "fetched_at": "2026-08-28T04:12:23.793538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/whisper"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:12:10.022286+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f31e859d3e9bdb7c2d0c2f11f30c210c8dae5a54324e2fc4a9b3a917e5d60fa3", "fetched_at": "2026-08-28T04:12:23.793538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/whisper"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:12:10.022286+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f31e859d3e9bdb7c2d0c2f11f30c210c8dae5a54324e2fc4a9b3a917e5d60fa3", "fetched_at": "2026-08-28T04:12:23.793538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/whisper"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:12:23.793538+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:12:10.022286+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f31e859d3e9bdb7c2d0c2f11f30c210c8dae5a54324e2fc4a9b3a917e5d60fa3", "fetched_at": "2026-08-28T04:12:23.793538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/whisper"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:12:10.022286+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f31e859d3e9bdb7c2d0c2f11f30c210c8dae5a54324e2fc4a9b3a917e5d60fa3", "fetched_at": "2026-08-28T04:12:23.793538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/whisper"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:12:10.022286+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f31e859d3e9bdb7c2d0c2f11f30c210c8dae5a54324e2fc4a9b3a917e5d60fa3", "fetched_at": "2026-08-28T04:12:23.793538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/whisper"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:12:10.022286+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "f31e859d3e9bdb7c2d0c2f11f30c210c8dae5a54324e2fc4a9b3a917e5d60fa3", "fetched_at": "2026-08-28T04:12:23.793538+00:00", "kind": "readme", "missing": false, "url": "https://github.com/openai/whisper"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 94, "longevity": 100, "rhythm": 16}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1447, "days_push": 36, "days_rel": 434, "gap_med": 135.0, "n_releases_24m": 3}, "score": 68, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}