{"adoption": {"forks": 600, "observed_at": "2026-08-28T04:09:41.821883+00:00", "stars": 6338}, "canonical_url": "https://ross.abutalabs.com/products/argmax-oss-swift", "card": {"archived": false, "artifact_type": "library", "description": "On-device Speech AI for Apple Silicon", "domain": ["speech-processing", "machine-learning", "apple-ecosystem"], "enriched": true, "function": ["speech-recognition", "tts", "machine-learning", "llm-inference", "sdk"], "health_score": 98, "homepage": null, "language": "Swift", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["argmaxinc/argmax-oss-swift"], "name": "argmaxinc/argmax-oss-swift", "platform": [], "pushed_at": "2026-08-13T19:17:27+00:00", "repo": "argmaxinc/argmax-oss-swift", "stars": 6338, "tags": ["whisperkit", "speakerkit", "ttskit", "on-device-inference", "coreml", "speaker-diarization", "whisper", "swift-package", "audio", "macos", "ios", "swift", "apple-ecosystem"], "topics": ["inference", "ios", "speech-recognition", "swift", "whisper", "transformers", "macos", "pyannote", "qwen3-tts", "speech-to-text", "text-to-speech", "ttskit", "whisperkit", "speakerkit", "speaker-diarization"], "urls": [], "use_cases": ["transcribe audio to text on-device with whisper", "add speech-to-text to an ios app", "run speaker diarization locally on macos", "convert text to speech on apple devices", "offline transcription without sending audio to a server", "identify who is speaking in a meeting recording"], "what_it_is": "A Swift SDK providing turn-key on-device speech AI frameworks for Apple Silicon, including WhisperKit (speech-to-text with Whisper), SpeakerKit (speaker diarization with Pyannote), and TTSKit (text-to-speech with Qwen-TTS). It is distributed via Swift Package Manager and Homebrew for iOS and macOS apps.", "when_to_avoid": ["you need Android or cross-platform support in the open-source SDK", "you need real-time transcription with speakers or custom vocabulary (Pro SDK features)", "your app is not in the Swift/Apple ecosystem"], "when_to_choose": ["you need private, fully on-device speech recognition on iOS or macOS", "you are building a Swift app and want drop-in Whisper transcription", "you need speaker diarization or TTS running locally on Apple Silicon"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/argmax-oss-swift", "repo": "argmaxinc/argmax-oss-swift", "role": "main", "score": 91}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.951215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1d96dd328ad0050df94987e12510ea922ebe05b28d77edc8c04e4e49b92032f4", "fetched_at": "2026-08-28T04:09:41.821883+00:00", "kind": "readme", "missing": false, "url": "https://github.com/argmaxinc/argmax-oss-swift"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.951215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1d96dd328ad0050df94987e12510ea922ebe05b28d77edc8c04e4e49b92032f4", "fetched_at": "2026-08-28T04:09:41.821883+00:00", "kind": "readme", "missing": false, "url": "https://github.com/argmaxinc/argmax-oss-swift"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.951215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1d96dd328ad0050df94987e12510ea922ebe05b28d77edc8c04e4e49b92032f4", "fetched_at": "2026-08-28T04:09:41.821883+00:00", "kind": "readme", "missing": false, "url": "https://github.com/argmaxinc/argmax-oss-swift"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.951215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1d96dd328ad0050df94987e12510ea922ebe05b28d77edc8c04e4e49b92032f4", "fetched_at": "2026-08-28T04:09:41.821883+00:00", "kind": "readme", "missing": false, "url": "https://github.com/argmaxinc/argmax-oss-swift"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.951215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1d96dd328ad0050df94987e12510ea922ebe05b28d77edc8c04e4e49b92032f4", "fetched_at": "2026-08-28T04:09:41.821883+00:00", "kind": "readme", "missing": false, "url": "https://github.com/argmaxinc/argmax-oss-swift"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.951215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1d96dd328ad0050df94987e12510ea922ebe05b28d77edc8c04e4e49b92032f4", "fetched_at": "2026-08-28T04:09:41.821883+00:00", "kind": "readme", "missing": false, "url": "https://github.com/argmaxinc/argmax-oss-swift"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:41.821883+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.951215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1d96dd328ad0050df94987e12510ea922ebe05b28d77edc8c04e4e49b92032f4", "fetched_at": "2026-08-28T04:09:41.821883+00:00", "kind": "readme", "missing": false, "url": "https://github.com/argmaxinc/argmax-oss-swift"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.951215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1d96dd328ad0050df94987e12510ea922ebe05b28d77edc8c04e4e49b92032f4", "fetched_at": "2026-08-28T04:09:41.821883+00:00", "kind": "readme", "missing": false, "url": "https://github.com/argmaxinc/argmax-oss-swift"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.951215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1d96dd328ad0050df94987e12510ea922ebe05b28d77edc8c04e4e49b92032f4", "fetched_at": "2026-08-28T04:09:41.821883+00:00", "kind": "readme", "missing": false, "url": "https://github.com/argmaxinc/argmax-oss-swift"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:46:08.951215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1d96dd328ad0050df94987e12510ea922ebe05b28d77edc8c04e4e49b92032f4", "fetched_at": "2026-08-28T04:09:41.821883+00:00", "kind": "readme", "missing": false, "url": "https://github.com/argmaxinc/argmax-oss-swift"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 97, "longevity": 67, "rhythm": 96}, "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": 950, "days_push": 20, "days_rel": 27, "gap_med": 30, "n_releases_24m": 18}, "score": 91, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}