Inflect-Micro-v2: complete voice in 9.36M parameters
owensong / Inflect-Micro-v2 like 166 Text-to-Speech PyTorch English speech-synthesis local-tts cpu edge-ai small-model base-model vits 24khz License: apache-2.0 Model card Files Files and versions xet Community 2 Copy to bucket new Listen Evaluation 1. Fixed-voice English TTS with deterministic seeds, long-text handling, and CPU or CUDA inference. A note from Owen I built and funded Inflect v2 independently.
- ▪owensong / Inflect-Micro-v2 like 166 Text-to-Speech PyTorch English speech-synthesis local-tts cpu edge-ai small-model base-model vits 24khz License: apache-2.0 Model card Files Files and versions xet Community 2 Copy to bucket new Listen E
- ▪Fixed-voice English TTS with deterministic seeds, long-text handling, and CPU or CUDA inference.
- ▪A note from Owen I built and funded Inflect v2 independently.
Hacker News (Best) files mainly under programming. We currently carry 19 of its stories.
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Huggingface |
| Canonical URL | https://huggingface.co/owensong/Inflect-Micro-v2 |
| Publication time | Sun, 26 Jul 2026 00:36:30 +0000 |
| Retrieval time | 2026-07-26T19:54:40.743Z |
| Last seen | 2026-07-26T19:54:40.743Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | llUe3QiNArIf |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
owensong / Inflect-Micro-v2 like 166 Text-to-Speech PyTorch English speech-synthesis local-tts cpu edge-ai small-model base-model vits 24khz License: apache-2.0 Model card Files Files and versions xet Community 2 Copy to bucket new Listen Evaluation 1. Human blind preference 2. Predicted naturalness versus footprint 3. Intelligibility on unseen text 4. CPU runtime 5. Complete weight footprint Choose the right Inflect Run locally Install Python Download through the Hub ONNX Runtime Release profile Package map Limitations Responsible use License, integrity, and attribution Private training scope and contact Citation Inflect-Micro-v2 Complete local text-to-waveform speech synthesis under 10M parameters.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Huggingface.
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