Bump torchaudio from 2.7.1 to 2.8.0

[dependabot]

Bumps torchaudio from 2.7.1 to 2.8.0.

Release notes

Sourced from torchaudio's releases.

TorchAudio 2.8.0 release

Copy pasting update from pytorch/audio#3902:

Deprecated APIs

Most APIs marked as "Drop" are now explicitly deprecated, raising deprecation warnings in the docs, and when using them from Python. They will be removed in the next 2.9 version.

Migration of load() and save() to TorchCodec

As we mentioned, we are consolidating the decoding and encoding capabilities of PyTorch in TorchCodec.

torchaudio.load() and torchaudio.save() are some of the most popular TorchAudio APIs, so for convenience we are providing torchaudio.load_with_torchcodec() and torchaudio.save_with_torchcodec(), which can largely be used as drop-in replacements. However, we do encourage users to directly migrate to TorchCodec's AudioDecoder() and AudioEncoder().

In future versions, torchaudio.load() and torchaudio.save() will still exist, but their underlying implementation will be relying on torchaudio.load_with_torchcodec() and torchaudio.save_with_torchcodec().

We hope for this migration to be as smooth as possible - most users should just need to pip install torchcodec, and things should still work as-is.

TorchCodec doesn't support Windows yet, but we're working hard on it. Please bear with us.

C++ and CUDA extension

We mentioned that we were exploring options to retain the C++-backed APIs, which are currently slated for deletion. Specifically: forced_align, lfilter, overdrive, RNNT, and CUCTC.

While this isn't something I can assert with 100% certainty, we are now more confident that we'll be able to preserve these extensions by porting them to Pytorch's new "stable ABI" operators. We are actively working on it.

Commits

• 6e1c7fe [Cherry-picks for 2.8] (#3976)
• 01b3c45 remove dep warnings for lfilter and overdrive (#3961) (#3963)
• 7e9e73b Add missing deprecations (#3959) (#3960)
• 2df55d5 [Release 2.8] Cherry-picks (#3956)
• c1f3d2b Rely on release/2.8 from test-infra (#3948)
• c7841de Put back doc build job (#3946)
• 3d65313 Disable tests for deprecated functionality (#3942)
• cb90cea [Codemod][CppQualityCommon] Fix CQS signal performance-faster-string-find in ...
• 4e94321 [Codemod][CppQualityCommon] Fix CQS signal facebook-unused-include-check in f...
• 1f643d1 Add deprecation warnings (#3924)
• Additional commits viewable in compare view

Most Recent Ignore Conditions Applied to This Pull Request

Dependency Name	Ignore Conditions
torchaudio	[>= 0.9.a, < 0.10]
torchaudio	[>= 2.0.a, < 2.1]

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 73.36%. Comparing base (1f5c71e) to head (4ad9a47).

❌ Your project status has failed because the head coverage (73.36%) is below the target coverage (83.00%). You can increase the head coverage or adjust the target coverage.

❗ There is a different number of reports uploaded between BASE (1f5c71e) and HEAD (4ad9a47). Click for more details.

HEAD has 5 uploads less than BASE

Flag	BASE (1f5c71e)	HEAD (4ad9a47)
	19	14

Additional details and impacted files

@@             Coverage Diff             @@
##             main    #2718       +/-   ##
===========================================
- Coverage   85.13%   73.36%   -11.78%     
===========================================
  Files         328      328               
  Lines       29497    29497               
  Branches     4964     4964               
===========================================
- Hits        25112    21640     -3472     
- Misses       2960     6452     +3492     
+ Partials     1425     1405       -20     

see 89 files with indirect coverage changes

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[beat-buesser]

Included in #2716

[dependabot]

OK, I won't notify you again about this release, but will get in touch when a new version is available. If you'd rather skip all updates until the next major or minor version, let me know by commenting @dependabot ignore this major version or @dependabot ignore this minor version. You can also ignore all major, minor, or patch releases for a dependency by adding an ignore condition with the desired update_types to your config file.

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