PyTorch for Audio + Music Processing

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PyTorch for Audio + Music Processing: Course Overview[edit]

Implementing and Training a Neural Network with PyTorch[edit]

Making Predictions with PyTorch Deep Learning Models[edit]

Custom Audio PyTorch Dataset with Torchaudio[edit]

Extracting Mel Spectrograms with Pytorch and Torchaudio[edit]

Pre-processing Audio with Different Durations[edit]

Pre-processing Audio for Deep Learning on GPU[edit]

How to Implement a CNN for Sound Classification[edit]

Training a Sound Classifier with PyTorch[edit]

Predictions with a Sound Classifier Trained with PyTorch[edit]