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Merge branch 'develop' into improve/on-prem-wrapper
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CHANGELOG.md

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## next
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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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- feat(pipeline): add `Pipeline.cuda()` convenience method [@tkanarsky](https://github.com/tkanarsky/)

pyproject.toml

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"rich>=13.9.4",
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"safetensors>=0.5.2",
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"torch-audiomentations>=0.12.0",
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"torch>=2.8.0",
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"torchaudio>=2.8.0",
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"torchcodec>=0.6.0",
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"torch==2.8.0",
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"torchaudio==2.8.0",
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"torchcodec==0.7.0",
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"torchmetrics>=1.6.1",
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"soundfile>=0.13.1",
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"matplotlib>=3.10.0",

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