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English TTS in just 1.4M parameters, vocoder included. PiVo-1.4M runs offline on a CPU…

English TTS in just 1.4M parameters, vocoder included. PiVo-1.4M runs offline on a CPU with NumPy and ONNX Runtime,…

This is a dev post classified by AGK Intelligence as Other (a tool drop), kept by the Dev Radar because it carries real work, not commentary.

English TTS in just 1.4M parameters, vocoder included. PiVo-1.4M runs offline on a CPU with NumPy and ONNX Runtime, without PyTorch. 🤖 https://modelscope.ai/models/empero-ai/PiVo-1.4M 🪶 1.4M parameters, vocoder included: Generates 16 kHz mono speech with a compact acoustic model and FARGAN-derived vocoder. 🖥️ Built for local, offline use: Generate with either English voice, Pi or Vo, directly on CPU and begin playback in 10 ms audio frames after text encoding. 🗣️ Words come through clearly: PiVo reaches 0.532% WER on its held-out test set. The authors note that this measures intelligibility,

Posted by ModelScope (16.7k followers) 1 h ago · 3 likes · 691 views · view the original post on X. Kept by the Dev Radar as Other. Tools mentioned: modelscope.ai.

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