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wer

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pytest for voice agents — open-source testing and observability for voice AI. Simulate real callers over real audio, measure exact WER against known ground truth, and attribute every failure to STT, LLM, or TTS. Self-hosted, Apache-2.0.

  • Updated Jul 30, 2026
  • Python

Developed a Marathi speech-to-text application using the Hugging Face whisper ASR models. Trained the model with a custom audio dataset and fine-tuned it for optimized performance. Deployed the model on the Hugging Face Model Hub, achieving a WER of 0.74 for the base model.

  • Updated Jan 29, 2024
  • Jupyter Notebook

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