craffel/Lasagne-tutorial

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Created almost 10 years ago
Updated over 7 years ago

craffel/Lasagne-tutorial

craffel

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Adding an ipynb tutorial to Lasagne

pretty-midi

Utility functions for handling MIDI data in a nice/intuitive way.

Jupyter Notebook

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 Theano

Jupyter Notebook

midi-dataset

Code for creating a dataset of MIDI ground truth

Jupyter Notebook

mad

Code for "Online and Linear Time Attention by Enforcing Monotonic Alignments"

Jupyter Notebook

mocha

Example implementation of Monotonic Chunkwise Attention.

Jupyter Notebook

ff-attention

Experiments using feedforward networks with attention

jax-tutorial

A tutorial on JAX (https://github.com/google/jax/)

Jupyter Notebook

simple_spearmint

Spearmint, without the gum

lstm_benchmarks

Benchmarking different LSTM libraries

comp790-deep-learning-spring-2021

Course repository for the Spring COMP790 course "Deep Learning" at UNC

remixavier

Given a mixed song, remove components that you have

comp790-deep-learning-spring-2022

Course repository for the Spring 2022 COMP790 course "Deep Learning" at UNC

midi-ground-truth

Code for "Extracting Ground Truth Information from MIDI Files: A MIDIfesto"

Jupyter Notebook

craffel.github.io

Code for generating colinraffel.com and my CV

alignment-search

Parameter search for MIDI alignment

csc2516-deep-learning-fall-2023

Course repository for the fall 2023 session of CSC2516 "Neural Networks and Deep Learning" at U of T

comp664-deep-learning-spring-2023

Course repository for the Spring 2023 COMP664 course "Deep Learning" at UNC

median-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 UNC

crucialpython

Code from the weekly Crucial Python jaminars. http://labrosa.ee.columbia.edu/crucialpython/

align_midi

Code for MIDI-audio alignment

djitw

Python just-in-time compiled DTW library

thesis

pse

Code for embedding pairs of sequences in a fixed-dimensional space

mir_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 pursuit

dhs

Learning to convert sequences of feature vectors to downsampled sequences of hashes

midi-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", Serrà et al.

subsampling_in_expectation

Example code for "Training a Subsampling Mechanism in Expectation"

Jupyter Notebook

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=. checkout

live-sets

Ableton Live set backup

rnntools

RNN layers for use with nntools

feature-inversion

Snowball

"Download for a favor" content distribution web app

lattice-harp

Code for the Lattice Harp hybrid instrument/controller