An open source research project exploring the role of machine learning as a tool in the creative process.
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Magenta is an open source research project on GitHub that explores machine learning in the creative process. It features a wide range of public repositories primarily developed in Python, JavaScript, and TypeScript. Notable projects include magenta for music and art generation, ddsp for digital signal processing, and magenta-js for browser-based music generation.
Top languages
Public repositories
magenta
Magenta: Music and Art Generation with Machine Intelligence
ddsp
DDSP: Differentiable Digital Signal Processing
magenta-js
Magenta.js: Music and Art Generation with Machine Learning in the browser
mt3
MT3: Multi-Task Multitrack Music Transcription
magenta-realtime
Magenta RealTime 2: An Open-Weights Live Music Model
magenta-demos
Demonstrations of Magenta Models
magenta-studio
Magenta Studio is a collection of music plugins built on Magenta’s open source tools and models
ddsp-vst
Realtime DDSP Neural Synthesizer and Effect
lofi-player
🔥 Virtual room in your browser that lets you play with the Lo-Fi VIBE and relax
music-spectrogram-diffusion
No description provided for this repository.
midi-ddsp
Synthesis of MIDI with DDSP (https://midi-ddsp.github.io/)
symbolic-music-diffusion
Symbolic Music Generation with Diffusion Models
drumbot
Play real-time music with a machine learning drummer that drums based on your melody.
note-seq
A serializable note sequence representation and utilities.
listen-to-transformer
An app to make it easier to explore and curate output from a Music Transformer
the-infinite-crate
The Infinite Crate is a DAW plugin built on JUCE, React, and the Lyria RealTime live music model
music-transformer-visualization
Visualizing the Music Transformer attention
bach-doodle-visualization
Interactive visualizations for the Bach Doodle dataset
glitch
No description provided for this repository.
sequence-layers
Temporary patched version of sequence layers w/ MLX support
discuss
No description provided for this repository.
.allstar
No description provided for this repository.
.github
No description provided for this repository.
Frequently asked questions
What does magenta build on GitHub?
Magenta builds various projects focused on music and art generation using machine learning. Key repositories include magenta, ddsp, and magenta-js, which facilitate creative applications of artificial intelligence.
Which programming languages does magenta use?
Magenta primarily uses Python, JavaScript, TypeScript, Jupyter Notebook, C++, and HTML for its repositories. This diverse set of languages supports their various tools and models in creative applications.
Are magenta's repositories public?
Yes, all of Magenta's repositories on GitHub are public. This open access allows users and developers to explore, contribute to, and utilize the tools and models developed by the Magenta team.
Is this exposure intended?
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