Git Product home page Git Product logo

asigalov61 / doremi Goto Github PK

View Code? Open in Web Editor NEW
8.0 1.0 1.0 85 KB

MIDI-REMI-TXT-REMI-MIDI bi-directional MIDI processor for music generation/composition with NLP-based Music AI architectures.

Home Page: https://arxiv.org/abs/2002.00212

Jupyter Notebook 100.00%
midi-processing midi-parser midi-events parser converter wrapper artificial-intelligence music-generation music-ai music-ai-architectures

doremi's Introduction

DOREMI

MIDI-REMI-TXT-REMI-MIDI bi-directional MIDI processor for music generation/composition with NLP-based Music AI architectures.


Based on the absolutely fantastic proposal/repo/code by Yating Music https://github.com/YatingMusic/remi


Original REMI description and original citation is below:

REMI, which stands for REvamped MIDI-derived events, is a new event representation we propose for converting MIDI scores into text-like discrete tokens. Compared to the MIDI-like event representation adopted in exising Transformer-based music composition models, REMI provides sequence models a metrical context for modeling the rhythmic patterns of music. Using REMI as the event representation, an AI model can be trained to generate minute-long Pop piano music with expressive, coherent and clear structure of rhythm and harmony, without needing any post-processing to refine the result. The model also provides controllability of local tempo changes and chord progression.

@inproceedings{huang2020pop, title={Pop music transformer: Beat-based modeling and generation of expressive pop piano compositions}, author={Huang, Yu-Siang and Yang, Yi-Hsuan}, booktitle={Proceedings of the 28th ACM international conference on Multimedia}, year={2020} }

doremi's People

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

Forkers

lpngy

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.