Machine Learning for Audio Signals in Python - 09 Recurrent Neural Networks (RNN) in PyTorch

Machine Learning for Audio Signals in Python - 09 Recurrent Neural Networks (RNN) in PyTorch

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

Content:
00:00:00 Introduction
00:02:20 Infinite-Impulse Response (IIR) Filter Structure
00:08:46 Infinite-Impulse Response (IIR) Filter in Python
00:11:48 Implementation of an IIR Filter using a RNN
00:19:02 RNN as an IIR Generalization in PyTorch
00:25:55 Training the RNN in PyTorch