Torchaudio

This release is compatible with `PyTorch 2.6`. There are no new features added.

The following fixes / improvement were made:

- Fix incorrect audio trimming with negative index https://github.com/pytorch/audio/pull/3860
- Fix vad return zero output when nonzero pre_trigger_time is requested https://github.com/pytorch/audio/pull/3866
- ROCM compatibility improvements: https://github.com/pytorch/audio/pull/3840, https://github.com/pytorch/audio/pull/3843

This release is compatible with `PyTorch 2.5`. There are no new features added.

This release contains one improvement:

- reduce computations in backprop of lfilter https://github.com/pytorch/audio/pull/3831

This release is compatible with [PyTorch 2.4.1](https://github.com/pytorch/pytorch/releases/tag/v2.4.1) patch release. There are no new features added.

This release is compatible with `PyTorch 2.4`. There are no new features added.

This release contains 2 fixes:

- Fix view size error when backpropagating through lfilter https://github.com/pytorch/audio/pull/3794
- [BC-Breaking] Fix model downloading in bento https://github.com/pytorch/audio/pull/3803

This release is compatible with [PyTorch 2.3.1](https://github.com/pytorch/pytorch/releases/tag/v2.3.1) patch release. There are no new features added.

This release is compatible with [PyTorch 2.3.0](https://github.com/pytorch/pytorch/releases/tag/v2.3.0) patch release. There are no new features added.

This release contains minor documentation and code quality improvements (3734, 3748, 3757, 3759)