Melody Generation with Markov Chains - Generative Music AI

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

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!

Implement a Markov chain to generate melodies in Python through this comprehensive tutorial video. Learn how to create a MarkovChainMelodyGenerator class, train the model using a dataset, and generate new melodies. Explore the main function, train and generate methods, and discuss potential code expansions. Gain hands-on experience by following along with the provided code and lecture slides, and join the discussion in The Sound of AI Slack Community. Discover additional resources for music AI consulting, recruitment, and advanced Python programming to further enhance your skills in generative music AI.

Syllabus

Intro
Running the script + melody example
Main function
MarkovChainMelodyGenerator
Train method
Generate method
Revisiting the main function
Possible code expansions
What next?

Taught by

Valerio Velardo - The Sound of AI

Related Courses

Probability - The Science of Uncertainty and Data
Massachusetts Institute of Technology via edX Introduction to Probability, Statistics, and Random Processes
University of Massachusetts Amherst via Independent Bioinformatique : algorithmes et génomes
Inria (French Institute for Research in Computer Science and Automation) via France Université Numerique Algorithms for Big Data
Indian Institute of Technology Madras via Swayam Quantitative Model Checking
EIT Digital via Coursera