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# CHANGELOG
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## next
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## Version 4.0.2 (2025-11-19)
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- BREAKING(util): make `Binarize.__call__` return `string` tracks (instead of `int`) [@benniekiss](https://github.com/benniekiss/)
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- setup(torch): pin `torch`, `torchcodec`, and `torchaudio` versions to [avoid segmentation fault](https://github.com/meta-pytorch/torchcodec/issues/995)
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- feat(cli): add option to apply pipeline on a directory of audio files
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- feat(pipeline): add `preload` option to base `Pipeline.__call__` to force preloading audio in memory ([@antoinelaurent](https://github.com/antoinelaurent/))
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- fix(torch): pin `torch`, `torchcodec`, and `torchaudio` versions to [avoid segmentation fault](https://github.com/meta-pytorch/torchcodec/issues/995)
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- fix(pyannoteAI): update pyannoteAI wrapper to return both regular and exclusive diarization
- feat(pipeline): add `preload` option to base `Pipeline.__call__` to force preloading audio in memory ([@antoinelaurent](https://github.com/antoinelaurent/))
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- feat(cli): add option to apply pipeline on a directory of audio files
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- improve(util): make `permutate` faster thanks to vectorized cost function
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- improve(pyannoteAI): update pyannoteAI wrapper to return both regular and exclusive diarization
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