{"adoption": {"forks": 675, "observed_at": "2026-08-28T04:09:15.388518+00:00", "stars": 5306}, "canonical_url": "https://ross.abutalabs.com/products/luxtts", "card": {"archived": false, "artifact_type": "library", "description": "A high-quality rapid TTS voice cloning model that reaches speeds of 150x realtime.", "domain": ["speech-processing", "artificial-intelligence"], "enriched": true, "function": ["tts", "machine-learning", "llm-inference"], "health_score": 72, "homepage": null, "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["ysharma3501/LuxTTS"], "name": "ysharma3501/LuxTTS", "platform": ["python", "cross-platform", "cli"], "pushed_at": "2026-06-05T21:24:15+00:00", "repo": "ysharma3501/LuxTTS", "stars": 5306, "tags": ["voice-cloning", "text-to-speech", "zipvoice", "lightweight", "realtime-inference", "48khz-audio", "audio", "gpu"], "topics": [], "urls": [], "use_cases": ["clone a voice from a short reference audio clip", "generate realistic speech from text locally", "run fast text-to-speech on a low-VRAM GPU or CPU", "produce high-quality 48khz speech audio", "build a TTS feature into a Python app", "try voice cloning in a notebook without setup"], "what_it_is": "LuxTTS is a lightweight zipvoice-based text-to-speech model for high-quality zero-shot voice cloning, generating clear 48kHz speech at up to 150x realtime speed. It fits within 1GB of VRAM and runs on GPU, CPU, and Apple MPS.", "when_to_avoid": ["you need fine-grained control over prosody or phoneme-level editing", "you require multi-speaker training or fine-tuning pipelines", "you need a production hosted TTS service with scaling out of the box", "you need languages beyond those the model supports"], "when_to_choose": ["you need fast, high-quality voice cloning with a small footprint", "you want 48kHz output rather than typical 24kHz TTS models", "you need realtime or faster-than-realtime synthesis on modest hardware", "you want a simple Python API with GPU, CPU, and MPS support"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/luxtts", "repo": "ysharma3501/LuxTTS", "role": "main", "score": 54}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:59:00.192054+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "86b360c096151ed43251721d6690d1e31453ef90079b78db42ab4d74f1a6e340", "fetched_at": "2026-08-28T04:09:15.388518+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ysharma3501/LuxTTS"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:59:00.192054+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "86b360c096151ed43251721d6690d1e31453ef90079b78db42ab4d74f1a6e340", "fetched_at": "2026-08-28T04:09:15.388518+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ysharma3501/LuxTTS"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:59:00.192054+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "86b360c096151ed43251721d6690d1e31453ef90079b78db42ab4d74f1a6e340", "fetched_at": "2026-08-28T04:09:15.388518+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ysharma3501/LuxTTS"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:59:00.192054+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "86b360c096151ed43251721d6690d1e31453ef90079b78db42ab4d74f1a6e340", "fetched_at": "2026-08-28T04:09:15.388518+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ysharma3501/LuxTTS"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:59:00.192054+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "86b360c096151ed43251721d6690d1e31453ef90079b78db42ab4d74f1a6e340", "fetched_at": "2026-08-28T04:09:15.388518+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ysharma3501/LuxTTS"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:59:00.192054+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "86b360c096151ed43251721d6690d1e31453ef90079b78db42ab4d74f1a6e340", "fetched_at": "2026-08-28T04:09:15.388518+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ysharma3501/LuxTTS"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:15.388518+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:59:00.192054+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "86b360c096151ed43251721d6690d1e31453ef90079b78db42ab4d74f1a6e340", "fetched_at": "2026-08-28T04:09:15.388518+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ysharma3501/LuxTTS"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:59:00.192054+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "86b360c096151ed43251721d6690d1e31453ef90079b78db42ab4d74f1a6e340", "fetched_at": "2026-08-28T04:09:15.388518+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ysharma3501/LuxTTS"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:59:00.192054+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "86b360c096151ed43251721d6690d1e31453ef90079b78db42ab4d74f1a6e340", "fetched_at": "2026-08-28T04:09:15.388518+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ysharma3501/LuxTTS"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:59:00.192054+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "86b360c096151ed43251721d6690d1e31453ef90079b78db42ab4d74f1a6e340", "fetched_at": "2026-08-28T04:09:15.388518+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ysharma3501/LuxTTS"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 86, "longevity": 15, "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": 222, "days_push": 89, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 54, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}