{"adoption": {"forks": 86, "observed_at": "2026-08-28T04:04:27.842034+00:00", "stars": 1349}, "canonical_url": "https://ross.abutalabs.com/products/crisperwhisper", "card": {"archived": false, "artifact_type": "library", "description": "Controllable Transcription. Verbatim ( every, filler, pause, stutter, vocal sound) , or intended ( what the speaker meant to say, optimized for readability) with word-level timestamps.", "domain": ["speech-processing", "machine-learning", "healthcare"], "enriched": true, "function": ["speech-recognition", "nlp", "machine-learning", "llm-inference"], "health_score": 99, "homepage": "https://nyra-labs.com", "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["nyrahealth/CrisperWhisper"], "name": "nyrahealth/CrisperWhisper", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-23T13:18:11+00:00", "repo": "nyrahealth/CrisperWhisper", "stars": 1349, "tags": ["asr", "whisper", "verbatim-transcription", "word-level-timestamps", "disfluency-detection", "cttranslate2", "filler-detection", "stutter-detection", "multilingual", "natural-language-processing", "gpu"], "topics": ["asr", "audio", "detection", "filler", "recognition", "speech", "speech-recognition", "timestamps", "transcription", "verbatim", "whisper", "speech-processing", "stutter-detection", "stuttering", "full-duplex-audio", "labeling", "turn-taking"], "urls": [], "use_cases": ["transcribe audio verbatim with fillers and stutters included", "generate clean readable transcripts from speech", "get word-level timestamps for subtitles or alignment", "convert clean transcript corpora into verbatim datasets for TTS training", "analyze disfluencies in clinical speech or stuttering research", "transcribe long recordings without chunk-boundary artifacts"], "what_it_is": "CrisperWhisper 2.0 is a controllable speech recognition model and Python library that transcribes audio either verbatim (including fillers, repetitions, stutters, and vocal sounds) or in a cleaned 'intended' form, with precise word-level timestamps. It builds on Whisper with a fast CTranslate2 runtime, multilingual support, and seamless longform transcription.", "when_to_avoid": ["you only need lightweight real-time dictation with minimal compute", "you require a permissively licensed model for commercial redistribution without checking the custom license", "you need speaker diarization or full-duplex conversation analytics out of the box"], "when_to_choose": ["you need verbatim transcription that captures disfluencies, fillers, and vocal events", "precise word-level timing matters, e.g. for subtitles, labeling, or speech analysis", "you want a controllable choice between verbatim and cleaned output in one model", "you need multilingual speech recognition with disfluency detection"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/crisperwhisper", "repo": "nyrahealth/CrisperWhisper", "role": "main", "score": 89}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:42:22.384798+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b7137e356cc1e6d9b0715bad00ce5b6a7ca3082e6716c1b1a8a3bd987d68f618", "fetched_at": "2026-08-28T04:04:27.842034+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nyrahealth/CrisperWhisper"}, {"content_hash": "01df6d65c9e45278a5a1c16bfbebc3a8764cda0838e3130b0d4fab84c188c91d", "fetched_at": "2026-08-29T12:01:20.605906+00:00", "kind": "homepage", "missing": false, "url": "https://nyra-labs.com"}, {"content_hash": "ea49edaf033e3dfb8ee965e9395e67991cc142e90362750aa797b4d7f1e09061", "fetched_at": "2026-08-29T12:01:20.615024+00:00", "kind": "site_page", "missing": false, "url": "https://nyra-labs.com/about"}, {"content_hash": "b21768fc4993b0f0ffb8022036aa95c81fffb51da294f45e7198c01ed1122227", "fetched_at": "2026-08-29T12:01:20.616760+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/crisperwhisper/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:42:22.384798+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b7137e356cc1e6d9b0715bad00ce5b6a7ca3082e6716c1b1a8a3bd987d68f618", "fetched_at": "2026-08-28T04:04:27.842034+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nyrahealth/CrisperWhisper"}, {"content_hash": "01df6d65c9e45278a5a1c16bfbebc3a8764cda0838e3130b0d4fab84c188c91d", "fetched_at": "2026-08-29T12:01:20.605906+00:00", "kind": "homepage", "missing": false, "url": "https://nyra-labs.com"}, {"content_hash": "ea49edaf033e3dfb8ee965e9395e67991cc142e90362750aa797b4d7f1e09061", "fetched_at": "2026-08-29T12:01:20.615024+00:00", "kind": "site_page", "missing": false, "url": "https://nyra-labs.com/about"}, {"content_hash": "b21768fc4993b0f0ffb8022036aa95c81fffb51da294f45e7198c01ed1122227", "fetched_at": "2026-08-29T12:01:20.616760+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/crisperwhisper/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:42:22.384798+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b7137e356cc1e6d9b0715bad00ce5b6a7ca3082e6716c1b1a8a3bd987d68f618", "fetched_at": "2026-08-28T04:04:27.842034+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nyrahealth/CrisperWhisper"}, {"content_hash": "01df6d65c9e45278a5a1c16bfbebc3a8764cda0838e3130b0d4fab84c188c91d", "fetched_at": "2026-08-29T12:01:20.605906+00:00", "kind": "homepage", "missing": false, "url": "https://nyra-labs.com"}, {"content_hash": "ea49edaf033e3dfb8ee965e9395e67991cc142e90362750aa797b4d7f1e09061", "fetched_at": "2026-08-29T12:01:20.615024+00:00", "kind": "site_page", "missing": false, "url": "https://nyra-labs.com/about"}, {"content_hash": "b21768fc4993b0f0ffb8022036aa95c81fffb51da294f45e7198c01ed1122227", "fetched_at": "2026-08-29T12:01:20.616760+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/crisperwhisper/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:42:22.384798+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b7137e356cc1e6d9b0715bad00ce5b6a7ca3082e6716c1b1a8a3bd987d68f618", "fetched_at": "2026-08-28T04:04:27.842034+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nyrahealth/CrisperWhisper"}, {"content_hash": "01df6d65c9e45278a5a1c16bfbebc3a8764cda0838e3130b0d4fab84c188c91d", "fetched_at": "2026-08-29T12:01:20.605906+00:00", "kind": "homepage", "missing": false, "url": "https://nyra-labs.com"}, {"content_hash": "ea49edaf033e3dfb8ee965e9395e67991cc142e90362750aa797b4d7f1e09061", "fetched_at": "2026-08-29T12:01:20.615024+00:00", "kind": "site_page", "missing": false, "url": "https://nyra-labs.com/about"}, {"content_hash": "b21768fc4993b0f0ffb8022036aa95c81fffb51da294f45e7198c01ed1122227", "fetched_at": "2026-08-29T12:01:20.616760+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/crisperwhisper/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:42:22.384798+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b7137e356cc1e6d9b0715bad00ce5b6a7ca3082e6716c1b1a8a3bd987d68f618", "fetched_at": "2026-08-28T04:04:27.842034+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nyrahealth/CrisperWhisper"}, {"content_hash": "01df6d65c9e45278a5a1c16bfbebc3a8764cda0838e3130b0d4fab84c188c91d", "fetched_at": "2026-08-29T12:01:20.605906+00:00", "kind": "homepage", "missing": false, "url": "https://nyra-labs.com"}, {"content_hash": "ea49edaf033e3dfb8ee965e9395e67991cc142e90362750aa797b4d7f1e09061", "fetched_at": "2026-08-29T12:01:20.615024+00:00", "kind": "site_page", "missing": false, "url": "https://nyra-labs.com/about"}, {"content_hash": "b21768fc4993b0f0ffb8022036aa95c81fffb51da294f45e7198c01ed1122227", "fetched_at": "2026-08-29T12:01:20.616760+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/crisperwhisper/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:42:22.384798+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b7137e356cc1e6d9b0715bad00ce5b6a7ca3082e6716c1b1a8a3bd987d68f618", "fetched_at": "2026-08-28T04:04:27.842034+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nyrahealth/CrisperWhisper"}, {"content_hash": "01df6d65c9e45278a5a1c16bfbebc3a8764cda0838e3130b0d4fab84c188c91d", "fetched_at": "2026-08-29T12:01:20.605906+00:00", "kind": "homepage", "missing": false, "url": "https://nyra-labs.com"}, {"content_hash": "ea49edaf033e3dfb8ee965e9395e67991cc142e90362750aa797b4d7f1e09061", "fetched_at": "2026-08-29T12:01:20.615024+00:00", "kind": "site_page", "missing": false, "url": "https://nyra-labs.com/about"}, {"content_hash": "b21768fc4993b0f0ffb8022036aa95c81fffb51da294f45e7198c01ed1122227", "fetched_at": "2026-08-29T12:01:20.616760+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/crisperwhisper/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:27.842034+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:42:22.384798+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b7137e356cc1e6d9b0715bad00ce5b6a7ca3082e6716c1b1a8a3bd987d68f618", "fetched_at": "2026-08-28T04:04:27.842034+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nyrahealth/CrisperWhisper"}, {"content_hash": "01df6d65c9e45278a5a1c16bfbebc3a8764cda0838e3130b0d4fab84c188c91d", "fetched_at": "2026-08-29T12:01:20.605906+00:00", "kind": "homepage", "missing": false, "url": "https://nyra-labs.com"}, {"content_hash": "ea49edaf033e3dfb8ee965e9395e67991cc142e90362750aa797b4d7f1e09061", "fetched_at": "2026-08-29T12:01:20.615024+00:00", "kind": "site_page", "missing": false, "url": "https://nyra-labs.com/about"}, {"content_hash": "b21768fc4993b0f0ffb8022036aa95c81fffb51da294f45e7198c01ed1122227", "fetched_at": "2026-08-29T12:01:20.616760+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/crisperwhisper/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:42:22.384798+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b7137e356cc1e6d9b0715bad00ce5b6a7ca3082e6716c1b1a8a3bd987d68f618", "fetched_at": "2026-08-28T04:04:27.842034+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nyrahealth/CrisperWhisper"}, {"content_hash": "01df6d65c9e45278a5a1c16bfbebc3a8764cda0838e3130b0d4fab84c188c91d", "fetched_at": "2026-08-29T12:01:20.605906+00:00", "kind": "homepage", "missing": false, "url": "https://nyra-labs.com"}, {"content_hash": "ea49edaf033e3dfb8ee965e9395e67991cc142e90362750aa797b4d7f1e09061", "fetched_at": "2026-08-29T12:01:20.615024+00:00", "kind": "site_page", "missing": false, "url": "https://nyra-labs.com/about"}, {"content_hash": "b21768fc4993b0f0ffb8022036aa95c81fffb51da294f45e7198c01ed1122227", "fetched_at": "2026-08-29T12:01:20.616760+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/crisperwhisper/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:42:22.384798+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b7137e356cc1e6d9b0715bad00ce5b6a7ca3082e6716c1b1a8a3bd987d68f618", "fetched_at": "2026-08-28T04:04:27.842034+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nyrahealth/CrisperWhisper"}, {"content_hash": "01df6d65c9e45278a5a1c16bfbebc3a8764cda0838e3130b0d4fab84c188c91d", "fetched_at": "2026-08-29T12:01:20.605906+00:00", "kind": "homepage", "missing": false, "url": "https://nyra-labs.com"}, {"content_hash": "ea49edaf033e3dfb8ee965e9395e67991cc142e90362750aa797b4d7f1e09061", "fetched_at": "2026-08-29T12:01:20.615024+00:00", "kind": "site_page", "missing": false, "url": "https://nyra-labs.com/about"}, {"content_hash": "b21768fc4993b0f0ffb8022036aa95c81fffb51da294f45e7198c01ed1122227", "fetched_at": "2026-08-29T12:01:20.616760+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/crisperwhisper/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:42:22.384798+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b7137e356cc1e6d9b0715bad00ce5b6a7ca3082e6716c1b1a8a3bd987d68f618", "fetched_at": "2026-08-28T04:04:27.842034+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nyrahealth/CrisperWhisper"}, {"content_hash": "01df6d65c9e45278a5a1c16bfbebc3a8764cda0838e3130b0d4fab84c188c91d", "fetched_at": "2026-08-29T12:01:20.605906+00:00", "kind": "homepage", "missing": false, "url": "https://nyra-labs.com"}, {"content_hash": "ea49edaf033e3dfb8ee965e9395e67991cc142e90362750aa797b4d7f1e09061", "fetched_at": "2026-08-29T12:01:20.615024+00:00", "kind": "site_page", "missing": false, "url": "https://nyra-labs.com/about"}, {"content_hash": "b21768fc4993b0f0ffb8022036aa95c81fffb51da294f45e7198c01ed1122227", "fetched_at": "2026-08-29T12:01:20.616760+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/crisperwhisper/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 59, "rhythm": 94}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 831, "days_push": 10, "days_rel": 41, "gap_med": 2, "n_releases_24m": 2}, "score": 89, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}