awesome-ai-music-generation
github.com/curated-awesome-lists/awesome-ai-music-generation ↗A curated compilation of AI-driven generative music resources and projects. Explore the blend of machine learning algorithms and musical creativity.
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Tools & Software
Articles & Blogs
- A Classifying Variational Autoencoder with Application to ...
- AI-Based Affective Music Generation Systems: A Review of Methods
- A Survey on Artificial Intelligence for Music Generation: Agents ...
- From Artificial Neural Networks to Deep Learning for Music ...
- Generating Ambient Music from WaveNet
- Generating Music using an LSTM Neural Network
Research Papers
- A Comprehensive Survey on Deep Music Generation: Multi-level Perspectives
- A systematic review of artificial intelligence-based music generation
- Deep Learning Techniques for Music Generation - A Survey
A Survey
- Discrete Diffusion Probabilistic Models for Symbolic Music Generation
- Efficient Neural Music Generation
- JEN-1: Text-Guided Universal Music Generation with Diffusion
Books
Slides & Presentations
- Algorithmic music generation | PPT
- Artificial intelligence and Music | PPT
- Automatic Music Composition with Transformers, Jan 2021 | PPT
- Automatic Music Generation Using Deep Learning | PDF
- ISMIR 2019 tutorial: Generating music with generative adversarial networks (GANs)
- Machine learning for creative AI applications in music (2018 nov) | PPT
Online Courses
GitHub projects
Videos
- Composing Heavy Metal with GPT - HuggingFace for Music
Jan 26, 2022. This video showcases the usage of HuggingFace for music generation, specifically focusing on composing heavy metal music.
- Cybernetic Celebration | EDM | Loudly AI Music Generator - YouTube
A video demonstrating the use of the Loudly AI Music Generator to create EDM music.
- Deep Learning for Music Generation
Feb 8, 2018. In this episode of the AI show, Erika explains how to create deep learning models using music as input, delving into the technical aspects of music generation using deep learning.
- How to code a music generation genetic algorithm?
Apr 3, 2021. This video discusses coding a genetic algorithm for generating music, building upon the concepts presented in a previous video.
- Jawlove - Everything Will Be Alright - YouTube
A music video featuring the song "Everything Will Be Alright" by Jawlove.
- Musical Beginnings with Karen #7 Slippery Fish - YouTube
A video from the Music Generation Waterford program showcasing a music education performance.
Showing a sample of 103 resources. View the full list on GitHub →