Mary's repositories
audiotools
Object-oriented handling of audio data, with GPU-powered augmentations, and more.
basic-pitch
A lightweight yet powerful audio-to-MIDI converter with pitch bend detection
BinaryNet
Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
framewise_2016
code to reproduce results from a paper about framewise polyphonic piano transcription
jukemirlib
A simple library for extracting representations from Jukebox
mirdata
Interoperable Dataset Loaders for Music Information Retrieval (MIR)
musebert
Z.Wang & G.Xia, MuseBERT: Pre-training of Music Representation for Music Understanding and Controllable Generation, ISMIR 2021
Music-Transcription-with-Semantic-Segmentation
Automatic music transcription using semantic segmentation model. Reached state-of-the-art score on MAPS and MusicNet.
onsets-and-frames
A Pytorch implementation of Onsets and Frames (Hawthorne 2018)
PlotNeuralNet
Latex code for making neural networks diagrams
reassignment
Time Frequency Reassignment
rsd-engineeringcourse
Materials for Turing's Research Software Engineering course
training-kit
Open source courseware for Git and GitHub