chrisdonahue/fall23-phd-prospectives

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chrisdonahue/fall23-phd-prospectives

chrisdonahue

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

wavegan

WaveGAN: Learn to synthesize raw audio with generative adversarial networks

nesmdb

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

LakhNES

Generate 8-bit chiptunes with deep learning

sheetsage

Transcribe music into lead sheets!

ddc

Dance Dance Convolution dataset tools and models

ilm

Easily fine tune GPT-2 to fill in missing text

music-cocreation-tutorial

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

Jupyter Notebook

sdgan

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

opengl_spectrogram

using JUCE to create a 3D spectrogram drawn with OpenGL

neural-loops

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

ddc_onset

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

midi2key_linux

Simple script to convert MIDI inputs to hotkeys on linux

piano-transcribe-batch

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

piano-genie-research-demo

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

gdrive-wget

Generate wget commands for Google Drive links!

ject

JUCE extended convolution techniques GUI

wavegan_examples

Sound examples for WaveGAN

gpsynth

audio synthesis using genetic programming

chrisdonahue.github.io

Jupyter Notebook

advoc_examples

sheetsage-lbd

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

js_audio_examples

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