There could be several reasons why you are unable to load an audio file through torchaudio while utilizing a GPU on Kaggle. Here are some possible explanations:
GPU-related issues: There may be some issues with the GPU on Kaggle. You can try restarting the notebook or contacting Kaggle support to resolve the issue.
Outdated torchaudio installation: You may have an outdated version of torchaudio that is not fully compatible with your GPU. Try updating your torchaudio installation to the latest version.
Unsupported audio format: The audio file you are trying to load may be in a format that torchaudio does not support. Check the torchaudio documentation to see the list of supported audio formats.
Corrupted audio file: The audio file may be corrupted, and torchaudio is unable to load it. Try playing the audio file in a media player to see if it plays correctly.
Insufficient memory: You may not have enough GPU memory to load the audio file. Try reducing the batch size or down-sampling the audio file to reduce its memory usage.
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Asked: 2021-10-05 11:00:00 +0000
Seen: 8 times
Last updated: Apr 10 '22