{"adoption": {"forks": 105, "observed_at": "2026-08-28T04:04:15.026312+00:00", "stars": 1287}, "canonical_url": "https://ross.abutalabs.com/products/streamspeech", "card": {"archived": false, "artifact_type": "library", "description": "StreamSpeech is an “All in One” seamless model for offline and simultaneous speech recognition, speech translation and speech synthesis.", "domain": ["speech-processing", "machine-learning", "artificial-intelligence"], "enriched": true, "function": ["speech-recognition", "tts", "nlp", "machine-learning", "audio-processing"], "health_score": 37, "homepage": "https://ictnlp.github.io/StreamSpeech-site/", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["ictnlp/StreamSpeech"], "name": "ictnlp/StreamSpeech", "platform": ["python"], "pushed_at": "2025-06-29T02:06:27+00:00", "repo": "ictnlp/StreamSpeech", "stars": 1287, "tags": ["simultaneous-translation", "speech-to-speech-translation", "streaming", "asr", "tts", "multi-task-learning", "research-code", "acl-2024", "natural-language-processing", "linux", "gpu"], "topics": ["seamless", "simultaneous-translation", "speech", "speech-recognition", "speech-synthesis", "speech-to-text", "speech-translation", "translation", "all-in-one", "machine-translation", "streaming-audio", "text-to-speech", "asr", "tts", "voice", "text-to-audio", "non-autoregressive", "speech-enhancement", "audio-processing", "speech-processing"], "urls": [], "use_cases": ["translate speech to speech in real time", "streaming speech recognition while audio is being spoken", "simultaneous speech-to-text translation", "build a low-latency voice interpreter", "research on simultaneous speech-to-speech translation models", "show live ASR and translation transcripts during a call"], "what_it_is": "StreamSpeech is an 'All in One' seamless model for offline and simultaneous speech recognition, speech translation, and speech synthesis, presented in an ACL 2024 paper. It performs streaming ASR, simultaneous speech-to-text and speech-to-speech translation with a single multi-task model, showing intermediate results in real time.", "when_to_avoid": ["you need a production-ready hosted translation API", "you only need simple offline batch transcription with mature tooling", "you lack GPU resources for large speech models"], "when_to_choose": ["you need state-of-the-art simultaneous (streaming) speech-to-speech translation", "you want one model handling ASR, translation, and synthesis together", "you are doing research on low-latency speech translation"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/streamspeech", "repo": "ictnlp/StreamSpeech", "role": "main", "score": 37}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:55:52.068418+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eeee89241e18b5b8871c640d0c576c952e2093d1635f9ee1a7ce9ea2406b0b9b", "fetched_at": "2026-08-28T04:04:15.026312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ictnlp/StreamSpeech"}, {"content_hash": "6b0a44d57852f98a960f636068bddcf85e80b82c66d37dc20cda2e6728eedfc0", "fetched_at": "2026-08-29T12:12:02.929922+00:00", "kind": "homepage", "missing": false, "url": "https://ictnlp.github.io/StreamSpeech-site/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:55:52.068418+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eeee89241e18b5b8871c640d0c576c952e2093d1635f9ee1a7ce9ea2406b0b9b", "fetched_at": "2026-08-28T04:04:15.026312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ictnlp/StreamSpeech"}, {"content_hash": "6b0a44d57852f98a960f636068bddcf85e80b82c66d37dc20cda2e6728eedfc0", "fetched_at": "2026-08-29T12:12:02.929922+00:00", "kind": "homepage", "missing": false, "url": "https://ictnlp.github.io/StreamSpeech-site/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:55:52.068418+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eeee89241e18b5b8871c640d0c576c952e2093d1635f9ee1a7ce9ea2406b0b9b", "fetched_at": "2026-08-28T04:04:15.026312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ictnlp/StreamSpeech"}, {"content_hash": "6b0a44d57852f98a960f636068bddcf85e80b82c66d37dc20cda2e6728eedfc0", "fetched_at": "2026-08-29T12:12:02.929922+00:00", "kind": "homepage", "missing": false, "url": "https://ictnlp.github.io/StreamSpeech-site/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:55:52.068418+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eeee89241e18b5b8871c640d0c576c952e2093d1635f9ee1a7ce9ea2406b0b9b", "fetched_at": "2026-08-28T04:04:15.026312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ictnlp/StreamSpeech"}, {"content_hash": "6b0a44d57852f98a960f636068bddcf85e80b82c66d37dc20cda2e6728eedfc0", "fetched_at": "2026-08-29T12:12:02.929922+00:00", "kind": "homepage", "missing": false, "url": "https://ictnlp.github.io/StreamSpeech-site/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:55:52.068418+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eeee89241e18b5b8871c640d0c576c952e2093d1635f9ee1a7ce9ea2406b0b9b", "fetched_at": "2026-08-28T04:04:15.026312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ictnlp/StreamSpeech"}, {"content_hash": "6b0a44d57852f98a960f636068bddcf85e80b82c66d37dc20cda2e6728eedfc0", "fetched_at": "2026-08-29T12:12:02.929922+00:00", "kind": "homepage", "missing": false, "url": "https://ictnlp.github.io/StreamSpeech-site/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:55:52.068418+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eeee89241e18b5b8871c640d0c576c952e2093d1635f9ee1a7ce9ea2406b0b9b", "fetched_at": "2026-08-28T04:04:15.026312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ictnlp/StreamSpeech"}, {"content_hash": "6b0a44d57852f98a960f636068bddcf85e80b82c66d37dc20cda2e6728eedfc0", "fetched_at": "2026-08-29T12:12:02.929922+00:00", "kind": "homepage", "missing": false, "url": "https://ictnlp.github.io/StreamSpeech-site/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:15.026312+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:55:52.068418+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eeee89241e18b5b8871c640d0c576c952e2093d1635f9ee1a7ce9ea2406b0b9b", "fetched_at": "2026-08-28T04:04:15.026312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ictnlp/StreamSpeech"}, {"content_hash": "6b0a44d57852f98a960f636068bddcf85e80b82c66d37dc20cda2e6728eedfc0", "fetched_at": "2026-08-29T12:12:02.929922+00:00", "kind": "homepage", "missing": false, "url": "https://ictnlp.github.io/StreamSpeech-site/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:55:52.068418+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eeee89241e18b5b8871c640d0c576c952e2093d1635f9ee1a7ce9ea2406b0b9b", "fetched_at": "2026-08-28T04:04:15.026312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ictnlp/StreamSpeech"}, {"content_hash": "6b0a44d57852f98a960f636068bddcf85e80b82c66d37dc20cda2e6728eedfc0", "fetched_at": "2026-08-29T12:12:02.929922+00:00", "kind": "homepage", "missing": false, "url": "https://ictnlp.github.io/StreamSpeech-site/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:55:52.068418+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eeee89241e18b5b8871c640d0c576c952e2093d1635f9ee1a7ce9ea2406b0b9b", "fetched_at": "2026-08-28T04:04:15.026312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ictnlp/StreamSpeech"}, {"content_hash": "6b0a44d57852f98a960f636068bddcf85e80b82c66d37dc20cda2e6728eedfc0", "fetched_at": "2026-08-29T12:12:02.929922+00:00", "kind": "homepage", "missing": false, "url": "https://ictnlp.github.io/StreamSpeech-site/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:55:52.068418+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "eeee89241e18b5b8871c640d0c576c952e2093d1635f9ee1a7ce9ea2406b0b9b", "fetched_at": "2026-08-28T04:04:15.026312+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ictnlp/StreamSpeech"}, {"content_hash": "6b0a44d57852f98a960f636068bddcf85e80b82c66d37dc20cda2e6728eedfc0", "fetched_at": "2026-08-29T12:12:02.929922+00:00", "kind": "homepage", "missing": false, "url": "https://ictnlp.github.io/StreamSpeech-site/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 29, "longevity": 58, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 820, "days_push": 431, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 37, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}