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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

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