Deep Learning for Audio Data

Audio Communication Group - Computer Music and Neural Audio Systems Research Team

Deep Learning for Audio Data

00-introduction.html

History of Neural Audio Systems

01-history.html

Machine Learning Fundamentals

02-machine_learning_fundamentals.html

Perceptrons

03-perceptrons.html

Convolutional Layers

04-convolutional_layers.html

Recurrent Layers

05-recurrent_layers.html

Attention and Transformers

06-attention_transformer.html

Tricks of the Trade

07-tricks_of_the_trade.html