Eric J. Humphrey

According to our database, Eric J. Humphrey authored at least 22 papers between 2009 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

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, Tristan Jehan, Bernhard Lehner, Anna M. Kruspe, Luwei Yang

IEEE Signal Process. Mag., 2019

2018

OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition.

Eric Humphrey, Simon Durand, Brian McFee

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2017

Singing Voice Separation with Deep U-Net Convolutional Networks.

Andreas Jansson, Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Aparna Kumar, Tillman Weyde

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music.

Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Andreas Jansson, Tristan Jehan

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Automatic Playlist Sequencing and Transitions.

Rachel M. Bittner, Minwei Gu, Gandalf Hernandez, Eric J. Humphrey, Tristan Jehan, Hunter McCurry, Nicola Montecchio

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

2016

A Plan for Sustainable MIR Evaluation.

Brian McFee, Eric J. Humphrey, Julián Urbano

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

2015

A Software Framework for Musical Data Augmentation.

Brian McFee, Eric J. Humphrey, Juan Pablo Bello

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Four Timely Insights on Automatic Chord Estimation.

Eric J. Humphrey, Juan Pablo Bello

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

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

Proceedings of the 15th International Society for Music Information Retrieval Conference, 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

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

From music audio to chord tablature: Teaching deep convolutional networks toplay guitar.

Eric J. Humphrey, Juan Pablo Bello

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Feature learning and deep architectures: new directions for music informatics.

Eric J. Humphrey, Juan Pablo Bello, Yann LeCun

J. Intell. Inf. Syst., 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

Data Driven and Discriminative Projections for Large-Scale Cover Song Identification.

Eric J. Humphrey, Oriol Nieto, Juan Pablo Bello

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

2012

Compressing Music Recordings into Audio Summaries.

Oriol Nieto, Eric J. Humphrey, Juan Pablo Bello

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics.

Eric J. Humphrey, Juan Pablo Bello, Yann LeCun

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Rethinking Automatic Chord Recognition with Convolutional Neural Networks.

Eric J. Humphrey, Juan Pablo Bello

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Learning a robust Tonnetz-space transform for automatic chord recognition.

Eric J. Humphrey, Taemin Cho, Juan Pablo Bello

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries.

Eric J. Humphrey, Aron P. Glennon, Juan Pablo Bello

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010

Revisiting Cagean Composition Methodology with a Modern Computational Implementation.

Alison Mattek, Mark Freeman, Eric Humphrey

Proceedings of the 10th International Conference on New Interfaces for Musical Expression, 2010

Automatic Characterization of Digital Music for Rhythmic Auditory Stimulation.

Eric Humphrey

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

2009

The Navi Activity Monitor: Toward Using Kinematic Data to Humanize Computer Music.

Eric Humphrey, Colby Leider

Proceedings of the 9th International Conference on New Interfaces for Musical Expression, 2009