Eric J. Humphrey

17 papers Misc 2Journal 2Unranked 13
YearRankTypeTitle / Venue / Authors
2019 J jnl
An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music.
IEEE Signal Process. Mag.
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
2017 — conf
Automatic Playlist Sequencing and Transitions.
ISMIR
Rachel M. Bittner, Minwei Gu, Gandalf Hernandez, Eric J. Humphrey, Tristan Jehan, Hunter McCurry, Nicola Montecchio
2017 — conf
Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music.
ISMIR
Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Andreas Jansson, Tristan Jehan
2017 — conf
Singing Voice Separation with Deep U-Net Convolutional Networks.
ISMIR
Andreas Jansson, Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Aparna Kumar, Tillman Weyde
2016 — conf
A Plan for Sustainable MIR Evaluation.
ISMIR
Brian McFee, Eric J. Humphrey, Julián Urbano
2015 — conf
A Software Framework for Musical Data Augmentation.
ISMIR
Brian McFee, Eric J. Humphrey, Juan Pablo Bello
2015 — conf
Four Timely Insights on Automatic Chord Estimation.
ISMIR
Eric J. Humphrey, Juan Pablo Bello
2014 Misc conf
From music audio to chord tablature: Teaching deep convolutional networks toplay guitar.
ICASSP
Eric J. Humphrey, Juan Pablo Bello
2014 — conf
JAMS: A JSON Annotated Music Specification for Reproducible MIR Research.
ISMIR
Eric J. Humphrey, Justin Salamon, Oriol Nieto, Jon Forsyth, Rachel M. Bittner, Juan Pablo Bello
2014 — conf
MIR_EVAL: A Transparent Implementation of Common MIR Metrics.
ISMIR
Colin Raffel, Brian McFee, Eric J. Humphrey, Justin Salamon, Oriol Nieto, Dawen Liang, Daniel P. W. Ellis
2013 — conf
Data Driven and Discriminative Projections for Large-Scale Cover Song Identification.
ISMIR
Eric J. Humphrey, Oriol Nieto, Juan Pablo Bello
2013 J jnl
Feature learning and deep architectures: new directions for music informatics.
J. Intell. Inf. Syst.
Eric J. Humphrey, Juan Pablo Bello, Yann LeCun
2012 — conf
Compressing Music Recordings into Audio Summaries.
ISMIR
Oriol Nieto, Eric J. Humphrey, Juan Pablo Bello
2012 Misc conf
Learning a robust Tonnetz-space transform for automatic chord recognition.
ICASSP
Eric J. Humphrey, Taemin Cho, Juan Pablo Bello
2012 — conf
Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics.
ISMIR
Eric J. Humphrey, Juan Pablo Bello, Yann LeCun
2012 — conf
Rethinking Automatic Chord Recognition with Convolutional Neural Networks.
ICMLA (2)
Eric J. Humphrey, Juan Pablo Bello
2011 — conf
Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries.
ICMLA (2)
Eric J. Humphrey, Aron P. Glennon, Juan Pablo Bello