{"adoption": {"forks": 2037, "observed_at": "2026-08-28T04:11:08.844701+00:00", "stars": 14870}, "canonical_url": "https://ross.abutalabs.com/products/tortoise-tts", "card": {"archived": false, "artifact_type": "library", "description": "A multi-voice TTS system trained with an emphasis on quality", "domain": ["speech-processing", "artificial-intelligence"], "enriched": true, "function": ["tts", "machine-learning", "deep-learning"], "health_score": 20, "homepage": null, "language": "Jupyter Notebook", "license": "Apache-2.0", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["neonbjb/tortoise-tts"], "name": "neonbjb/tortoise-tts", "platform": ["python", "cross-platform"], "pushed_at": "2024-11-19T18:59:13+00:00", "repo": "neonbjb/tortoise-tts", "stars": 14870, "tags": ["text-to-speech", "multi-voice", "diffusion", "voice-cloning", "pytorch", "audio", "gpu"], "topics": [], "urls": [], "use_cases": ["generate realistic speech from text", "create multi-voice audio narrations", "synthesize speech with natural prosody and intonation", "clone or use multiple voices for TTS", "add high-quality voice output to Python applications"], "what_it_is": "Tortoise TTS is a multi-voice text-to-speech library built on PyTorch that prioritizes highly realistic prosody and intonation. It combines an autoregressive decoder and a diffusion decoder for high-quality speech generation, installable via pip.", "when_to_avoid": ["you need real-time or low-latency TTS on modest hardware", "you lack an NVIDIA GPU", "you need lightweight, on-device or embedded speech synthesis"], "when_to_choose": ["you need top-quality, realistic speech rather than fastest generation", "you want multi-voice support and expressive prosody", "you have an NVIDIA GPU and a Python/PyTorch workflow"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/tortoise-tts", "repo": "neonbjb/tortoise-tts", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:07:01.312435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "07dcac086d4260a9fe476a638dddb12e4a00096bc51fda8a4ebfe7c0d9993731", "fetched_at": "2026-08-28T04:11:08.844701+00:00", "kind": "readme", "missing": false, "url": "https://github.com/neonbjb/tortoise-tts"}, {"content_hash": "2c63993178e6ac87bd6ccfe9549b1aee88ab0bb263a7e0f70a78f87c1fc7d51e", "fetched_at": "2026-08-29T08:05:00.813029+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/tortoise-tts/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:07:01.312435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "07dcac086d4260a9fe476a638dddb12e4a00096bc51fda8a4ebfe7c0d9993731", "fetched_at": "2026-08-28T04:11:08.844701+00:00", "kind": "readme", "missing": false, "url": "https://github.com/neonbjb/tortoise-tts"}, {"content_hash": "2c63993178e6ac87bd6ccfe9549b1aee88ab0bb263a7e0f70a78f87c1fc7d51e", "fetched_at": "2026-08-29T08:05:00.813029+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/tortoise-tts/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:07:01.312435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "07dcac086d4260a9fe476a638dddb12e4a00096bc51fda8a4ebfe7c0d9993731", "fetched_at": "2026-08-28T04:11:08.844701+00:00", "kind": "readme", "missing": false, "url": "https://github.com/neonbjb/tortoise-tts"}, {"content_hash": "2c63993178e6ac87bd6ccfe9549b1aee88ab0bb263a7e0f70a78f87c1fc7d51e", "fetched_at": "2026-08-29T08:05:00.813029+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/tortoise-tts/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:07:01.312435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "07dcac086d4260a9fe476a638dddb12e4a00096bc51fda8a4ebfe7c0d9993731", "fetched_at": "2026-08-28T04:11:08.844701+00:00", "kind": "readme", "missing": false, "url": "https://github.com/neonbjb/tortoise-tts"}, {"content_hash": "2c63993178e6ac87bd6ccfe9549b1aee88ab0bb263a7e0f70a78f87c1fc7d51e", "fetched_at": "2026-08-29T08:05:00.813029+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/tortoise-tts/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:07:01.312435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "07dcac086d4260a9fe476a638dddb12e4a00096bc51fda8a4ebfe7c0d9993731", "fetched_at": "2026-08-28T04:11:08.844701+00:00", "kind": "readme", "missing": false, "url": "https://github.com/neonbjb/tortoise-tts"}, {"content_hash": "2c63993178e6ac87bd6ccfe9549b1aee88ab0bb263a7e0f70a78f87c1fc7d51e", "fetched_at": "2026-08-29T08:05:00.813029+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/tortoise-tts/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:07:01.312435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "07dcac086d4260a9fe476a638dddb12e4a00096bc51fda8a4ebfe7c0d9993731", "fetched_at": "2026-08-28T04:11:08.844701+00:00", "kind": "readme", "missing": false, "url": "https://github.com/neonbjb/tortoise-tts"}, {"content_hash": "2c63993178e6ac87bd6ccfe9549b1aee88ab0bb263a7e0f70a78f87c1fc7d51e", "fetched_at": "2026-08-29T08:05:00.813029+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/tortoise-tts/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:08.844701+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:07:01.312435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "07dcac086d4260a9fe476a638dddb12e4a00096bc51fda8a4ebfe7c0d9993731", "fetched_at": "2026-08-28T04:11:08.844701+00:00", "kind": "readme", "missing": false, "url": "https://github.com/neonbjb/tortoise-tts"}, {"content_hash": "2c63993178e6ac87bd6ccfe9549b1aee88ab0bb263a7e0f70a78f87c1fc7d51e", "fetched_at": "2026-08-29T08:05:00.813029+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/tortoise-tts/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:07:01.312435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "07dcac086d4260a9fe476a638dddb12e4a00096bc51fda8a4ebfe7c0d9993731", "fetched_at": "2026-08-28T04:11:08.844701+00:00", "kind": "readme", "missing": false, "url": "https://github.com/neonbjb/tortoise-tts"}, {"content_hash": "2c63993178e6ac87bd6ccfe9549b1aee88ab0bb263a7e0f70a78f87c1fc7d51e", "fetched_at": "2026-08-29T08:05:00.813029+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/tortoise-tts/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:07:01.312435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "07dcac086d4260a9fe476a638dddb12e4a00096bc51fda8a4ebfe7c0d9993731", "fetched_at": "2026-08-28T04:11:08.844701+00:00", "kind": "readme", "missing": false, "url": "https://github.com/neonbjb/tortoise-tts"}, {"content_hash": "2c63993178e6ac87bd6ccfe9549b1aee88ab0bb263a7e0f70a78f87c1fc7d51e", "fetched_at": "2026-08-29T08:05:00.813029+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/tortoise-tts/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:07:01.312435+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "07dcac086d4260a9fe476a638dddb12e4a00096bc51fda8a4ebfe7c0d9993731", "fetched_at": "2026-08-28T04:11:08.844701+00:00", "kind": "readme", "missing": false, "url": "https://github.com/neonbjb/tortoise-tts"}, {"content_hash": "2c63993178e6ac87bd6ccfe9549b1aee88ab0bb263a7e0f70a78f87c1fc7d51e", "fetched_at": "2026-08-29T08:05:00.813029+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/tortoise-tts/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "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": 1678, "days_push": 652, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}