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pretty-midi
Utility functions for handling MIDI data in a nice/intuitive way.mir_eval
Evaluation functions for music/audio information retrieval/signal processing algorithms.llm-seminar
Seminar on Large Language Models (COMP790-101 at UNC Chapel Hill, Fall 2022)theano-tutorial
A collection of tutorials on neural networks, using Theanomidi-dataset
Code for creating a dataset of MIDI ground truthmad
Code for "Online and Linear Time Attention by Enforcing Monotonic Alignments"Lasagne-tutorial
Adding an ipynb tutorial to Lasagnemocha
Example implementation of Monotonic Chunkwise Attention.ff-attention
Experiments using feedforward networks with attentionjax-tutorial
A tutorial on JAX (https://github.com/google/jax/)simple_spearmint
Spearmint, without the gumlstm_benchmarks
Benchmarking different LSTM librariesremixavier
Given a mixed song, remove components that you havecomp790-deep-learning-spring-2022
Course repository for the Spring 2022 COMP790 course "Deep Learning" at UNCmidi-ground-truth
Code for "Extracting Ground Truth Information from MIDI Files: A MIDIfesto"craffel.github.io
Code for generating colinraffel.com and my CValignment-search
Parameter search for MIDI alignmentcsc2516-deep-learning-fall-2023
Course repository for the fall 2023 session of CSC2516 "Neural Networks and Deep Learning" at U of Tcomp664-deep-learning-spring-2023
Course repository for the Spring 2023 COMP664 course "Deep Learning" at UNCmedian-filter
A fast 1d median filter, for filtering the rows and columns of a matrix.comp790-information-theory-fall-2021
Course repository for the Fall 2021 COMP790 course "Information Theory" at UNCcrucialpython
Code from the weekly Crucial Python jaminars. http://labrosa.ee.columbia.edu/crucialpython/align_midi
Code for MIDI-audio alignmentdjitw
Python just-in-time compiled DTW librarythesis
My PhD thesispse
Code for embedding pairs of sequences in a fixed-dimensional spacemir_evaluators
Evaluator scripts for mir_eval.lstm_problems
Suite of toy problems which can test whether a model can learn long-term dependencies.spikegram-coding
Code for computing a spikegram of an audio signal using matching pursuitdhs
Learning to convert sequences of feature vectors to downsampled sequences of hashesmidi-dataset-ismir
Source for the ISMIR 2015 paper "Large-scale content-based matching of MIDI and audio files"music-evolution
Code for reproducing the results in "Measuring the Evolution of Contemporary Western Popular Music", Serrร et al.subsampling_in_expectation
Example code for "Training a Subsampling Mechanism in Expectation"alignment-search-icassp2016
ICASSP 2016 paper, "Optimizing DTW-Based Audio-to-MIDI Alignment and Matching"performerSynchronization
Code for measuring the synchronization of musicians, with many onset detection methods implemented.pruning_icassp2016
LaTeX source for ICASSP 2016 paper, "Pruning Subsequence Search with Attention-Based Embedding"ismir2016extracting
LaTeX source for ISMIR 2016 paper "Extracting Ground-Truth Information from MIDI Files: A MIDIfesto"dotfiles
cd && git clone --bare https://github.com/craffel/dotfiles.git .dotfiles && git --git-dir=.dotfiles --work-tree=. checkoutlive-sets
Ableton Live set backuprnntools
RNN layers for use with nntoolsfeature-inversion
Snowball
"Download for a favor" content distribution web applattice-harp
Code for the Lattice Harp hybrid instrument/controllerLove Open Source and this site? Check out how you can help us