Audio Machine Learning

Table of Contents

  1. Audio Machine Learning
    1. Table of Contents
    2. Background
    3. Foundations
      1. Programming
      2. Signal Processing
    4. Sequential Modeling
    5. Machine Learning
    6. Music Processing
    7. Speech Processing
    8. Generative AI
    9. AI Music
    10. Potpurri
    11. Datasets
    12. Conferences
      1. Audio
        1. Music
        2. Speech
      2. Machine Learning
      3. Human-AI Interaction
    13. Resources

Background

This page contains all the resources that I used for my masters thesis and my interest in machine learning and audio. This page is inspired by Meinard Müller, Valerio Valardo, Brian McFee, Michael Scott Asato Cuthbert, Herman Dong who have generously shared their course materials and created resources to make audio machine learning more accessible.

Foundations

Programming

Signal Processing

Sequential Modeling

Machine Learning

Music Processing

Speech Processing

Generative AI

AI Music

Potpurri

Datasets

Conferences

Audio

Music

Speech

Machine Learning

Be aware that these conferences have a lot of problems with submissions and reviewing. They sometimes have audio and music workshops but really depends on what the organizers decide every year.

Human-AI Interaction

Resources