YoVDO

Generating Sound Digits with a Variational Autoencoder

Offered By: Valerio Velardo - The Sound of AI via YouTube

Tags

Variational Autoencoder (VAE) Courses Neural Networks Courses Audio Processing Courses Spectrogram Courses Variational Autoencoders Courses

Course Description

Overview

Learn how to use a trained Variational Autoencoder to generate spectrograms of sound digits and convert them into audio in this 35-minute tutorial video. Explore the implementation of a SoundGenerator, create a generation script, troubleshoot bugs, and listen to the resulting generated sound digits. Access accompanying code and slides for hands-on practice. Part of the "Generating sound with neural nets" series, this video provides practical insights into advanced audio generation techniques using machine learning.

Syllabus

Intro
Sound generation with VAEs
Implementing SoundGenerator
Generate script
Bug hunting + fixing
Listening to generated sound digits
Outro


Taught by

Valerio Velardo - The Sound of AI

Related Courses

Introduction to Digital Sound Design
Emory University via Coursera
Foundations of Wavelets and Multirate Digital Signal Processing
Indian Institute of Technology Bombay via Swayam
iOS Development for Creative Entrepreneurs
University of California, Irvine via Coursera
Deploying TinyML
Harvard University via edX
Digital Signal Processing
École Polytechnique Fédérale de Lausanne via Coursera