Bump torch from 1.10.1 to 2.2.0

Bumps [torch](https://github.com/pytorch/pytorch) from 1.10.1 to 2.2.0.
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](pytorch/pytorch@v1.10.1...v2.2.0)

---
updated-dependencies:
- dependency-name: torch
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <[email protected]>

requirements.txt

@@ -12,7 +12,7 @@ pytest==6.2.3
 pytest-timeout==2.1.0
 soundfile==0.10.3.post1
 tensorboard==2.8.0
-torch==1.10.1
+torch==2.2.0
 torchaudio>=0.5.0
 torchvision>=0.6.0
 tqdm