A unified speech evaluation toolkit for speech generation, enhancement, and voice conversion.
Project description
SpeechEvalKit
🎧 SpeechEvalKit is a clean, lightweight Python toolkit for evaluating speech generation, speech enhancement, and voice conversion systems.
It provides a simple API, batch directory evaluation, automatic audio loading/resampling/alignment, robust error handling, progress bars, and a colorful CLI.
Features
- Simple Python API
- Command-line interface
- Batch directory evaluation
- Automatic filename matching
- Audio loading and resampling
- Mono conversion
- Trim/pad alignment
- Robust handling of corrupted or missing files
- Progress tracking with
tqdm - Rich terminal output
- JSON result logging
Metrics
SpeechEvalKit supports:
pesqstoisi_sdrmcdcosine
Note on PESQ and STOI
True PESQ and STOI require specialized third-party implementations.
SpeechEvalKit remains runnable with only the core dependencies. If optional packages are installed:
pip install pesq pystoi
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