DanTremonti

BUG: Error when mode set to offline - MissingFieldException: Field "sys/id" was not found.

5

### Describe the bug In PyTorch Lightning Versions >= 1.6.0, the neptune logger does not work as expected while the logging mode is set to `offline`. ...

pitch_shift consumes excessive GPU memory which is also not cleared

2

### 🐛 Describe the bug Both `torchaudio.functional.pitch_shift` and `torchaudio.transforms.PitchShift` occupy excessive amount of GPU memory, which is not cleared, while working fine on CPU. #### ISSUE 1 The following piece...

Audio device movement for cpu only augmentation

2

Given that `torchaudio.functional.apply_codec` currently only supports "cpu" device [ref](https://pytorch.org/audio/main/generated/torchaudio.functional.apply_codec.html), `apply_codec` effect may need moving the waveform to "cpu" [The below line](https://github.com/descriptinc/audiotools/blob/master/audiotools/core/effects.py#L303) of `time_stretch` effect ```py waveform = self._to_2d().cpu() ``` moves...

### 🐛 Describe the bug The following line in the functional method `loudness` results in `nan` value when the entire waveform is below the hardcoded loudness threshold value `gamma_abs =...