Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Generating Melodies with a Neural Network

Valerio Velardo - The Sound of AI via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the process of generating folk melodies using a Long-Short Term Memory (LSTM) neural network in this comprehensive 41-minute video tutorial. Dive into the step-by-step implementation of a melody generator class, learn how to create mappings and convert melodies to integers, and understand the intricacies of making predictions and sampling with temperature. Follow along as the instructor guides you through coding the seed, mapping the output, and ultimately producing unique folk melodies. Access the accompanying code on GitHub to enhance your learning experience, and join The Sound of AI community for further discussions and resources. Whether you're a music enthusiast or an AI developer, this tutorial offers valuable insights into the intersection of artificial intelligence and musical creativity.

Syllabus

Introduction
Create melody generator class
Create mappings
Create a melody
Mapping to integers
Coding the seed
Making predictions
Sampling with temperature
Mapping

Taught by

Valerio Velardo - The Sound of AI

Reviews

Start your review of Generating Melodies with a Neural Network

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.