{"adoption": {"forks": 1559, "observed_at": "2026-08-28T04:11:30.601515+00:00", "stars": 21147}, "canonical_url": "https://ross.abutalabs.com/products/chidiwilliams-buzz", "card": {"archived": false, "artifact_type": "application", "description": "Buzz transcribes and translates audio offline on your personal computer. Powered by OpenAI's Whisper.", "domain": ["speech-processing", "media", "developer-tools", "cross-platform"], "enriched": true, "function": ["speech-recognition", "audio-processing", "gui", "cli", "machine-learning", "llm-inference"], "health_score": 99, "homepage": "https://chidiwilliams.github.io/buzz", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["chidiwilliams/buzz"], "name": "chidiwilliams/buzz", "platform": ["windows", "python"], "pushed_at": "2026-08-23T16:46:15+00:00", "repo": "chidiwilliams/buzz", "stars": 21147, "tags": ["whisper", "transcription", "subtitles", "offline", "speaker-identification", "captioning", "audio", "macos", "linux", "desktop", "gpu"], "topics": ["whisper"], "urls": [], "use_cases": ["transcribe audio files to text offline", "generate subtitles in srt or vtt format", "transcribe youtube videos", "live transcription from microphone during presentations", "identify speakers in recorded meetings", "translate foreign-language audio to english"], "what_it_is": "Buzz is a cross-platform desktop application that transcribes and translates audio and video offline using OpenAI's Whisper models. It offers a GUI plus CLI, live microphone transcription, speaker identification, and export to TXT, SRT, and VTT.", "when_to_avoid": ["you need a server-side or headless transcription api at scale", "you require cloud-based accuracy or enterprise features", "you still use an intel mac (support ended at version 1.4.5)"], "when_to_choose": ["you need offline transcription without sending audio to the cloud", "you want a gui plus cli for batch or scripted transcription", "you need subtitle export and speaker diarization in one tool", "you have an nvidia gpu, apple silicon, or vulkan-capable gpu for acceleration"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/chidiwilliams-buzz", "repo": "chidiwilliams/buzz", "role": "main", "score": 95}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:58:29.191199+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6f2bf28219be0aa9869f0523f87ad1c6052221d28c08bb23507be1a134dd6ffa", "fetched_at": "2026-08-28T04:11:30.601515+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chidiwilliams/buzz"}, {"content_hash": "5527ff15434aecf21e2dedec95e15863d2443cd549cb5ead6fd833bf07aa7d84", "fetched_at": "2026-08-29T07:57:00.069576+00:00", "kind": "homepage", "missing": false, "url": "https://chidiwilliams.github.io/buzz"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:58:29.191199+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6f2bf28219be0aa9869f0523f87ad1c6052221d28c08bb23507be1a134dd6ffa", "fetched_at": "2026-08-28T04:11:30.601515+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chidiwilliams/buzz"}, {"content_hash": "5527ff15434aecf21e2dedec95e15863d2443cd549cb5ead6fd833bf07aa7d84", "fetched_at": "2026-08-29T07:57:00.069576+00:00", "kind": "homepage", "missing": false, "url": "https://chidiwilliams.github.io/buzz"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:58:29.191199+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6f2bf28219be0aa9869f0523f87ad1c6052221d28c08bb23507be1a134dd6ffa", "fetched_at": "2026-08-28T04:11:30.601515+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chidiwilliams/buzz"}, {"content_hash": "5527ff15434aecf21e2dedec95e15863d2443cd549cb5ead6fd833bf07aa7d84", "fetched_at": "2026-08-29T07:57:00.069576+00:00", "kind": "homepage", "missing": false, "url": "https://chidiwilliams.github.io/buzz"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:58:29.191199+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6f2bf28219be0aa9869f0523f87ad1c6052221d28c08bb23507be1a134dd6ffa", "fetched_at": "2026-08-28T04:11:30.601515+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chidiwilliams/buzz"}, {"content_hash": "5527ff15434aecf21e2dedec95e15863d2443cd549cb5ead6fd833bf07aa7d84", "fetched_at": "2026-08-29T07:57:00.069576+00:00", "kind": "homepage", "missing": false, "url": "https://chidiwilliams.github.io/buzz"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:58:29.191199+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6f2bf28219be0aa9869f0523f87ad1c6052221d28c08bb23507be1a134dd6ffa", "fetched_at": "2026-08-28T04:11:30.601515+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chidiwilliams/buzz"}, {"content_hash": "5527ff15434aecf21e2dedec95e15863d2443cd549cb5ead6fd833bf07aa7d84", "fetched_at": "2026-08-29T07:57:00.069576+00:00", "kind": "homepage", "missing": false, "url": "https://chidiwilliams.github.io/buzz"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:58:29.191199+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6f2bf28219be0aa9869f0523f87ad1c6052221d28c08bb23507be1a134dd6ffa", "fetched_at": "2026-08-28T04:11:30.601515+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chidiwilliams/buzz"}, {"content_hash": "5527ff15434aecf21e2dedec95e15863d2443cd549cb5ead6fd833bf07aa7d84", "fetched_at": "2026-08-29T07:57:00.069576+00:00", "kind": "homepage", "missing": false, "url": "https://chidiwilliams.github.io/buzz"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.601515+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:58:29.191199+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6f2bf28219be0aa9869f0523f87ad1c6052221d28c08bb23507be1a134dd6ffa", "fetched_at": "2026-08-28T04:11:30.601515+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chidiwilliams/buzz"}, {"content_hash": "5527ff15434aecf21e2dedec95e15863d2443cd549cb5ead6fd833bf07aa7d84", "fetched_at": "2026-08-29T07:57:00.069576+00:00", "kind": "homepage", "missing": false, "url": "https://chidiwilliams.github.io/buzz"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:58:29.191199+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6f2bf28219be0aa9869f0523f87ad1c6052221d28c08bb23507be1a134dd6ffa", "fetched_at": "2026-08-28T04:11:30.601515+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chidiwilliams/buzz"}, {"content_hash": "5527ff15434aecf21e2dedec95e15863d2443cd549cb5ead6fd833bf07aa7d84", "fetched_at": "2026-08-29T07:57:00.069576+00:00", "kind": "homepage", "missing": false, "url": "https://chidiwilliams.github.io/buzz"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:58:29.191199+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6f2bf28219be0aa9869f0523f87ad1c6052221d28c08bb23507be1a134dd6ffa", "fetched_at": "2026-08-28T04:11:30.601515+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chidiwilliams/buzz"}, {"content_hash": "5527ff15434aecf21e2dedec95e15863d2443cd549cb5ead6fd833bf07aa7d84", "fetched_at": "2026-08-29T07:57:00.069576+00:00", "kind": "homepage", "missing": false, "url": "https://chidiwilliams.github.io/buzz"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:58:29.191199+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6f2bf28219be0aa9869f0523f87ad1c6052221d28c08bb23507be1a134dd6ffa", "fetched_at": "2026-08-28T04:11:30.601515+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chidiwilliams/buzz"}, {"content_hash": "5527ff15434aecf21e2dedec95e15863d2443cd549cb5ead6fd833bf07aa7d84", "fetched_at": "2026-08-29T07:57:00.069576+00:00", "kind": "homepage", "missing": false, "url": "https://chidiwilliams.github.io/buzz"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 87}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1439, "days_push": 10, "days_rel": 10, "gap_med": 50.5, "n_releases_24m": 9}, "score": 95, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}