Eric J. Humphrey

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 5

Top Topics

Deep Architectures

Convolutional Network

Top Venues

IEEE Signal Process. Mag.

Publications

Eric J. Humphrey, Sravana Reddy, Prem Seetharaman, Aparna Kumar, Rachel M. Bittner, Andrew M. Demetriou, Sankalp Gulati, Andreas Jansson, Tristan Jehan, Bernhard Lehner, Anna Krupse, Luwei Yang
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. 36 (1) (2019)
Rachel M. Bittner, Minwei Gu, Gandalf Hernandez, Eric J. Humphrey, Tristan Jehan, Hunter McCurry, Nicola Montecchio
Automatic Playlist Sequencing and Transitions. ISMIR (2017)
Andreas Jansson, Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Aparna Kumar, Tillman Weyde
Singing Voice Separation with Deep U-Net Convolutional Networks. ISMIR (2017)
Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Andreas Jansson, Tristan Jehan
Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music. ISMIR (2017)
Brian McFee, Eric J. Humphrey, Julián Urbano
A Plan for Sustainable MIR Evaluation. ISMIR (2016)
Brian McFee, Eric J. Humphrey, Juan Pablo Bello
A Software Framework for Musical Data Augmentation. ISMIR (2015)
Eric J. Humphrey, Juan Pablo Bello
Four Timely Insights on Automatic Chord Estimation. ISMIR (2015)
Colin Raffel, Brian McFee, Eric J. Humphrey, Justin Salamon, Oriol Nieto, Dawen Liang, Daniel P. W. Ellis
MIR_EVAL: A Transparent Implementation of Common MIR Metrics. ISMIR (2014)
Eric J. Humphrey, Juan Pablo Bello
From music audio to chord tablature: Teaching deep convolutional networks toplay guitar. ICASSP (2014)
Eric J. Humphrey, Justin Salamon, Oriol Nieto, Jon Forsyth, Rachel M. Bittner, Juan Pablo Bello
JAMS: A JSON Annotated Music Specification for Reproducible MIR Research. ISMIR (2014)
Eric J. Humphrey, Oriol Nieto, Juan Pablo Bello
Data Driven and Discriminative Projections for Large-Scale Cover Song Identification. ISMIR (2013)
Eric J. Humphrey, Juan Pablo Bello, Yann LeCun
Feature learning and deep architectures: new directions for music informatics. J. Intell. Inf. Syst. 41 (3) (2013)
Eric J. Humphrey, Juan Pablo Bello
Rethinking Automatic Chord Recognition with Convolutional Neural Networks. ICMLA (2) (2012)
Eric J. Humphrey, Juan Pablo Bello, Yann LeCun
Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics. ISMIR (2012)
Eric J. Humphrey, Taemin Cho, Juan Pablo Bello
Learning a robust Tonnetz-space transform for automatic chord recognition. ICASSP (2012)
Oriol Nieto, Eric J. Humphrey, Juan Pablo Bello
Compressing Music Recordings into Audio Summaries. ISMIR (2012)
Eric J. Humphrey, Aron P. Glennon, Juan Pablo Bello
Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries. ICMLA (2) (2011)