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Extracting Mel Spectrograms with Pytorch and Torchaudio

Extracting Mel Spectrograms with Pytorch and Torchaudio

Valerio Velardo - The Sound of AI via YouTube Direct link

Mixing down signal to mono

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Mixing down signal to mono

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Extracting Mel Spectrograms with Pytorch and Torchaudio

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  1. 1 Intro
  2. 2 Torchaudio transformations
  3. 3 Instantiating MelSpectrogram
  4. 4 Extracting Mel spectrograms in UrbanSoundDataset
  5. 5 Resample and mix down in getitem
  6. 6 Resampling signal
  7. 7 Mixing down signal to mono
  8. 8 Getitem recap
  9. 9 Running the script to extract mel spectrogram
  10. 10 Outro

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