Frank Cwitkowitz's starred repositories
pytorch_musicnet
PyTorch DataSet and Jupyter demos for MusicNet
slakh-utils
Utilities for interfacing with Slakh2100
Music-Transcription-with-Semantic-Segmentation
Automatic music transcription using semantic segmentation model. Reached state-of-the-art score on MAPS and MusicNet.
pytorch-esn
An Echo State Network module for PyTorch.
torch-stft
An STFT/iSTFT for PyTorch.
PlotNeuralNet
Latex code for making neural networks diagrams
onsets-and-frames
A Pytorch implementation of Onsets and Frames (Hawthorne 2018)
pretty-midi
Utility functions for handling MIDI data in a nice/intuitive way.
fluidsynth
Software synthesizer based on the SoundFont 2 specifications
midi2audio
Play and synthesize MIDI to audio - easy to use Python/CLI API to FluidSynth.
ismir2017-deepsalience
Companion code for ISMIR 2017 paper "Deep Salience Representations for $F_0$ Estimation in Polyphonic Music"
ismir2018-oss-tutorial
ISMIR2018 Tutorial on Open Source and Reproducibility in MIR Research