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How to Implement a CNN for Sound Classification
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Classroom Contents
PyTorch for Audio and Music Processing
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- 1 PyTorch for Audio + Music Processing: Course Overview
- 2 Implementing and Training a Neural Network with PyTorch
- 3 Making Predictions with PyTorch Deep Learning Models
- 4 Custom Audio PyTorch Dataset with Torchaudio
- 5 Extracting Mel Spectrograms with Pytorch and Torchaudio
- 6 Pre-processing Audio with Different Durations
- 7 Pre-processing Audio for Deep Learning on GPU
- 8 How to Implement a CNN for Sound Classification
- 9 Training a Sound Classifier with PyTorch
- 10 Predictions with a Sound Classifier Trained with PyTorch
