Chris Donahue

WaveGAN: Learn to synthesize raw audio with generative adversarial networks

The NES Music Database: use machine learning to compose music for the Nintendo Entertainment System!

Dance Dance Convolution dataset tools and models

Generate 8-bit chiptunes with deep learning

Easily fine tune GPT-2 to fill in missing text

Transcribe music into lead sheets!

Start-to-finish tutorial for interactive music co-creation in PyTorch and Tensorflow.js

Official implementation of "Semantically Decomposing the Latent Spaces of Generative Adversarial Networks"

Music onset detector from Dance Dance Convolution packaged as a lightweight PyTorch module

using JUCE to create a 3D spectrogram drawn with OpenGL

Make musical loops in the browser using WaveGAN, GANSynth, and MusicVAE

Simple script to convert MIDI inputs to hotkeys on linux

This is the old Piano Genie demo. For a shiny new one, go to http://piano-genie.glitch.me

Info for prospective PhD students for Chris Donahue's lab at CMU starting Fall 23.

Uses Magenta's Onsets and Frames piano transcription model to transcribe a batch of solo piano recordings

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JUCE extended convolution techniques GUI

Piano Genie uses AI to allow anyone to improvise on the piano!

Simple vibe-coded MCP for PureData

Extract the melody from an audio file and export to MIDI

Generate wget commands for Google Drive links!

Code for "Jukebox: A Generative Model for Music"

Sound examples for WaveGAN

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Sound examples for Sheet Sage at ISMIR 2021 late breaking demos https://archives.ismir.net/ismir2021/latebreaking/000049.pdf

Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.

Magenta: Music and Art Generation with Machine Intelligence

audio synthesis using genetic programming

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Lab website

Anticipatory Autoregressive Models

Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support.

Latest generation of Audiveris OMR engine

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Code for MIDI-audio alignment

Python library for audio and music analysis

Multisampled Piano implementation using Salamander Grand Piano Sounds

Magenta.js: Music and Art Generation with Machine Intelligence in the Browser

repository for open source JS/Web Audio API computer music tutorials

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Pure Data 🤝 AI Agents

Pure Data - a free real-time computer music system

Simple template for deploying Markdown as static HTML via GitHub pages

Vibecoded VSCode extension for interacting w/ Nyquist

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Stable diffusion for real-time music generation

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Real-time audio processing library in Python inspired by Nyquist, JUCE, Tone.js

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:alarm_clock: AI conference deadline countdowns

Homepage from before 2023, for nostalgia

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

Source code for Text Infilling, implemented with Texar.

Demonstrations of Magenta Models

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Progressive Growing of GANs for Improved Quality, Stability, and Variation

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simple Karplus-Strong string synthesis algorithm for easter egg on personal website

WebSockets-based OSC controller for a multi-user synthesizer. Mobile friendly!

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