Complex and Quaternion Neural networks

This tutorial demonstrates how to use the SpeechBrain implementation of complex-valued and quaternion-valued neural networks for speech technologies. It covers the basics of highdimensional representations and the associated neural layers : Linear, Convolution, Recurrent and Normalisation.

Open in Google Colab

Recurrent Neural Networks and SpeechBrain

Recurrent Neural Networks (RNNs) offer a natural way to process sequences. This tutorial demonstrates how to use the SpeechBrain implementations of RNNs including LSTMs, GRU, RNN and LiGRU a specific recurrent cell designed for speech-related tasks. RNNs are at the core of many sequence to sequence models.

Open in Google Colab