Eric J. Humphrey's Projects
Chord recognition features for ACE research
Hard-earned Lessons on Automatic Chord Estimation
A JavaScript interface for annotating and labeling audio files.
A flexible I/O library for audio files in Python.
Key-object stores for notoriously big data.
Saving the world one bike at a time
deets on gettin hitched
Automatically exported from code.google.com/p/appengine-ndb-experiment
Python just-in-time compiled DTW library
deep learning for MIR
Humphrey, E. J. "An Exploration of Deep Learning in Music Informatics." (2015) New York University.
homepage, in progress
Flask app for handling multiplayer game results via e.g. Slack
Exploiting Harmonic Correlations in Convolutional Neural Networks
Deep Manifold Learning on Music Audio
ISMIR Homepage in Jekyll
Build a Jekyll blog in minutes, without touching the command line.
kapre: Keras Audio Preprocessors
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
Benchmarking tools and visualizations for minibatch building in Python.
Music INSTrument dataset
Manifold learning with MNIST and friends
python module for sound morphing
Deep networks for humans.
Practicing good scientific software
Minimal code to recreate pescador memory leak issue