The Navi Activity Monitor: Toward Using Kinematic Data to Humanize Computer Music. - Eric Humphrey; Colby Leider (NIME, 2009)

Automatic Characterization of Digital Music for Rhythmic Auditory Stimulation. - Eric Humphrey (ISMIR, 2010)

Revisiting Cagean Composition Methodology with a Modern Computational Implementation. - Alison Mattek; Mark Freeman 006; Eric Humphrey (NIME, 2010)

Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries. - Eric J. Humphrey; Aron P. Glennon; Juan Pablo Bello (ICMLA (2), 2011)

Learning a robust Tonnetz-space transform for automatic chord recognition. - Eric J. Humphrey; Taemin Cho; Juan Pablo Bello (ICASSP, 2012)

Rethinking Automatic Chord Recognition with Convolutional Neural Networks. - Eric J. Humphrey; Juan Pablo Bello (ICMLA (2), 2012)

Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics. - Eric J. Humphrey; Juan Pablo Bello; Yann LeCun (ISMIR, 2012)

Compressing Music Recordings into Audio Summaries. - Oriol Nieto; Eric J. Humphrey; Juan Pablo Bello (ISMIR, 2012)

Data Driven and Discriminative Projections for Large-Scale Cover Song Identification. - Eric J. Humphrey; Oriol Nieto; Juan Pablo Bello (ISMIR, 2013)

Demos and Late-Breaking Session of the Thirteenth International Society for Music Information Retrieval Conference (ISMIR 2012). - Amelie Anglade; Eric Humphrey; Erik M. Schmidt; Sebastian Stober; Mohamed Sordo (Comput. Music. J., 2013)

Feature learning and deep architectures: new directions for music informatics. - Eric J. Humphrey; Juan Pablo Bello; Yann LeCun (J. Intell. Inf. Syst., 2013)

From music audio to chord tablature: Teaching deep convolutional networks toplay guitar. - Eric J. Humphrey; Juan Pablo Bello (ICASSP, 2014)

JAMS: A JSON Annotated Music Specification for Reproducible MIR Research. - Eric J. Humphrey; Justin Salamon; Oriol Nieto; Jon Forsyth; Rachel M. Bittner; Juan Pablo Bello (ISMIR, 2014)

MIR_EVAL: A Transparent Implementation of Common MIR Metrics. - Colin Raffel; Brian McFee; Eric J. Humphrey; Justin Salamon; Oriol Nieto; Dawen Liang; Daniel P. W. Ellis (ISMIR, 2014)

Four Timely Insights on Automatic Chord Estimation. - Eric J. Humphrey; Juan Pablo Bello (ISMIR, 2015)

A Software Framework for Musical Data Augmentation. - Brian McFee; Eric J. Humphrey; Juan Pablo Bello (ISMIR, 2015)

A Plan for Sustainable MIR Evaluation. - Brian McFee; Eric J. Humphrey; Julián Urbano (ISMIR, 2016)

Automatic Playlist Sequencing and Transitions. - Rachel M. Bittner; Minwei Gu; Gandalf Hernandez; Eric J. Humphrey; Tristan Jehan; Hunter McCurry; Nicola Montecchio (ISMIR, 2017)

Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music. - Eric J. Humphrey; Nicola Montecchio; Rachel M. Bittner; Andreas Jansson 001; Tristan Jehan (ISMIR, 2017)

Singing Voice Separation with Deep U-Net Convolutional Networks. - Andreas Jansson 001; Eric J. Humphrey; Nicola Montecchio; Rachel M. Bittner; Aparna Kumar; Tillman Weyde (ISMIR, 2017)

OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition. - Eric Humphrey; Simon Durand; Brian McFee (ISMIR, 2018)

An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music. - Eric J. Humphrey; Sravana Reddy; Prem Seetharaman; Aparna Kumar; Rachel M. Bittner; Andrew M. Demetriou; Sankalp Gulati; Andreas Jansson 001; Tristan Jehan; Bernhard Lehner; Anna M. Kruspe; Luwei Yang (IEEE Signal Process. Mag., 2019)