ejhumphrey
Musician, scientist, and a proud sufferer of the overwhelming urge to do everything.
eSpark LearningRhode Island
Pinned Repositories
openmic-2018
Tools and tutorials for the OpenMIC-2018 dataset.
mir_eval
Evaluation functions for music/audio information retrieval/signal processing algorithms.
ace-lessons
Hard-earned Lessons on Automatic Chord Estimation
dl4mir
deep learning for MIR
dl4mir-dissertation
Humphrey, E. J. "An Exploration of Deep Learning in Music Informatics." (2015) New York University.
icml16-dml
Deep Manifold Learning on Music Audio
minst-dataset
Music INSTrument dataset
optimus
Deep networks for humans.
jams
A JSON Annotated Music Specification for Reproducible MIR Research
pescador
Stochastic multi-stream sampling for iterative learning
ejhumphrey's Repositories
ejhumphrey/minst-dataset
Music INSTrument dataset
ejhumphrey/dl4mir
deep learning for MIR
ejhumphrey/icml16-dml
Deep Manifold Learning on Music Audio
ejhumphrey/ace-lessons
Hard-earned Lessons on Automatic Chord Estimation
ejhumphrey/harmonic-cnn
Exploiting Harmonic Correlations in Convolutional Neural Networks
ejhumphrey/optimus
Deep networks for humans.
ejhumphrey/rock_corpus
Public mirror / repository of code and annotations for the Rock Corpus dataset, by Trevor de Clercq and David Temperley.
ejhumphrey/audiophile
A flexible I/O library for audio files in Python.
ejhumphrey/biggie
Key-object stores for notoriously big data.
ejhumphrey/ace-dataset
ejhumphrey/gamebot-service
Flask app for handling multiplayer game results via e.g. Slack
ejhumphrey/vox-detect-jams
JAMS files for vocal detection in music audio.
ejhumphrey/ace-features
Chord recognition features for ACE research
ejhumphrey/audio-annotator
A JavaScript interface for annotating and labeling audio files.
ejhumphrey/colette-and-eric
deets on gettin hitched
ejhumphrey/datastore-ndb-python
Automatically exported from code.google.com/p/appengine-ndb-experiment
ejhumphrey/djitw
Python just-in-time compiled DTW library
ejhumphrey/ejhumphrey-jekyll
homepage, in progress
ejhumphrey/ismir-home
ISMIR Homepage in Jekyll
ejhumphrey/jekyll-now
Build a Jekyll blog in minutes, without touching the command line.
ejhumphrey/kapre
kapre: Keras Audio Preprocessors
ejhumphrey/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
ejhumphrey/medleydb
ejhumphrey/minibatch-benchmarking
Benchmarking tools and visualizations for minibatch building in Python.
ejhumphrey/mixer_bingo
ejhumphrey/mnistifolds
Manifold learning with MNIST and friends
ejhumphrey/osr-intro
Practicing good scientific software
ejhumphrey/pescador-wtf
Minimal code to recreate pescador memory leak issue
ejhumphrey/pretty-midi
Utility functions for handling MIDI data in a nice/intuitive way.
ejhumphrey/pysox
Python wrapper around sox.