Machine Learning for Audio Signals in Python - 03 Neural Networks for Classification

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Machine Learning for Audio Signals in Python - 03 Neural Networks for Classification

#machinelearning #dsp #audio #pytorch #python #neuralnetworks #deeplearning #signalprocessing #digitalsignalprocessor

Content:
00:00:00 Introduction
00:02:18 Designing a PyTorch Model for Classification
00:08:49 Cross Entropy Loss
00:15:03 PyTorch Example
00:23:20 Unknown Test Image

  1. Guitars 4RL
  2. signal processing
  3. dsp
  4. digital signal processing
  5. audio
  6. sound
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Fast Transform fixed filter bank neural networks are a thing. They can be based on the fast Walsh Hadamard transform which maybe some digital signal processing people know.

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