31.7MB open-weight TTS model Woof beats 1000x-larger Fish Audio Drama 3 on WER

alexcovo_eth · x · 2026-11-07

Underdog released Woof, an open-weight TTS model in two sizes: 31.7 MB (one voice) and 40.6 MB (two voices), small enough to run fully in-browser offline and up to 18x real-time on a single MacBook CPU thread.

On a 500-sentence test packed with phone numbers, dates, prices and codes, the two-voice version scores 1.42% WER — 25% fewer errors than Fish Audio Drama 3 (1.89%, 41.5 GB download, 35.9B parameters) at roughly 1/1000th the size. The one-voice model scores 2.06%, about on par with Drama 3. The team's benchmark chart also compares Kokoro, NeuTTS Air, Qwen3-TTS, Sesame CSM and other open voice models.

Weights are open under CC BY-NC 4.0 (non-commercial), with the two-voice model on Hugging Face. Numbers are self-reported.

Related event: Tiny 31.7MB Open-Source TTS Model Woof Beats Fish Audio Drama 3(2 posts)→

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