Generating Sound with Neural Networks: Difference between revisions

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Revision as of 22:08, 29 August 2021

Generating Sound with Neural Networks

Learn how to generate sound from audio files 🎧 🎧 using Variational Autoencoders.

Sound Generation with Neural Networks - INTRO[edit]

Valerio Velardo - The Sound of AI

Sound Generation with Deep Learning || Approaches and Challenges[edit]

Valerio Velardo - The Sound of AI

Autoencoders Explained Easily[edit]

Valerio Velardo - The Sound of AI

How to Implement Autoencoders in Python and Keras || The Encoder[edit]

Valerio Velardo - The Sound of AI

How to Implement Autoencoders in Python and Keras || The Decoder[edit]

Valerio Velardo - The Sound of AI

Building and Training an Autoencoder in Keras + TensorFlow + Python[edit]

Valerio Velardo - The Sound of AI

Saving the Autoencoder in Keras[edit]

Valerio Velardo - The Sound of AI

Generation with AutoEncoders: Results and Limitations[edit]

Valerio Velardo - The Sound of AI

From Autoencoders to Variational Autoencoders: Improving the Encoder[edit]

Valerio Velardo - The Sound of AI

From Autoencoders to Variational Autoencoders: Improving the Loss Function[edit]

Valerio Velardo - The Sound of AI

How to implement a Variational AutoEncoder in Python and Keras[edit]

Valerio Velardo - The Sound of AI

Preprocessing Audio Datasets for Machine Learning[edit]

Valerio Velardo - The Sound of AI

Training a VAE with Speech Data in Keras[edit]

Valerio Velardo - The Sound of AI

Generating Sound Digits with a Variational AutoEncoder[edit]

Valerio Velardo - The Sound of AI