Eric J. Humphrey

发表

Revisiting Cagean Composition Methodology with a Modern Computational Implementation

Mark Freeman, Alison Mattek, Eric J. Humphrey, 2010, NIME.

Automatic Characterization of Digital Music for Rhythmic Auditory Stimulation

Eric J. Humphrey, 2010, ISMIR.

Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries

Juan Pablo Bello, Eric J. Humphrey, Aron P. Glennon, 2011, 2011 10th International Conference on Machine Learning and Applications and Workshops.

An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music

Bernhard Lehner, Prem Seetharaman, Sravana Reddy, 2019, IEEE Signal Processing Magazine.

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

Juan Pablo Bello, Eric J. Humphrey, J. Bello, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

JAMS: A JSON Annotated Music Specification for Reproducible MIR Research

Oriol Nieto, Justin Salamon, Juan Pablo Bello, 2014, ISMIR.

MIR_EVAL: A Transparent Implementation of Common MIR Metrics

Daniel P. W. Ellis, Colin Raffel, Oriol Nieto, 2014, ISMIR.

Rethinking Automatic Chord Recognition with Convolutional Neural Networks

Juan Pablo Bello, Eric J. Humphrey, J. Bello, 2012, 2012 11th International Conference on Machine Learning and Applications.

A Software Framework for Musical Data Augmentation

Juan Pablo Bello, Brian McFee, Eric J. Humphrey, 2015, ISMIR.

Feature learning and deep architectures: new directions for music informatics

Yann LeCun, Juan Pablo Bello, Eric J. Humphrey, 2013, Journal of Intelligent Information Systems.

PySOX: Leveraging the Audio Signal Processing Power of SOX in Python

Juan Pablo Bello, Rachel M. Bittner, Eric J. Humphrey, 2016 .

An exploration of deep learning in content-based music informatics

Eric J. Humphrey, 2015 .

From Genre Classification to Rhythm Similarity: Computational and Musicological Insights

Juan Pablo Bello, Eric J. Humphrey, Tlacael Miguel Esparza, 2015 .

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

Oriol Nieto, Juan Pablo Bello, Eric J. Humphrey, 2013, ISMIR.

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

Tristan Jehan, Rachel M. Bittner, Andreas Jansson, 2017, ISMIR.

Learning a robust Tonnetz-space transform for automatic chord recognition

Juan Pablo Bello, Eric J. Humphrey, Taemin Cho, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Singing Voice Separation with Deep U-Net Convolutional Networks

Tillman Weyde, Rachel M. Bittner, Andreas Jansson, 2017, ISMIR.

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

Colby Leider, Eric J. Humphrey, 2009, NIME.

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

Brian McFee, Eric J. Humphrey, Simon Durand, 2018, ISMIR.

Automatic Playlist Sequencing and Transitions

Tristan Jehan, Rachel M. Bittner, Eric J. Humphrey, 2017, ISMIR.

pescador: 0.1.0

Brian McFee, Eric J. Humphrey, 2015 .

A Plan for Sustainable MIR Evaluation

Julián Urbano, Brian McFee, Eric J. Humphrey, 2016, ISMIR.

Demos and Late-Breaking Session of the Thirteenth International Society for Music Information Retrieval Conference (ISMIR 2012)

Sebastian Stober, Erik M. Schmidt, Eric J. Humphrey, 2013, Computer Music Journal.

Compressing Music Recordings into Audio Summaries

Oriol Nieto, Juan Pablo Bello, Eric J. Humphrey, 2012, ISMIR.

Four Timely Insights on Automatic Chord Estimation

Juan Pablo Bello, Eric J. Humphrey, 2015, ISMIR.

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

Yann LeCun, Juan Pablo Bello, Eric J. Humphrey, 2012, ISMIR.

Learning a Large-Scale Vocal Similarity Embedding for Music

Maria Panteli, Tristan Jehan, Rachel M. Bittner, 2017 .

PUMP UP THE JAMS : V 0 . 2 AND BEYOND

Oriol Nieto, Justin Salamon, Brian McFee, 2015 .

A BRIEF REVIEW OF CREATIVE MIR

Eric J. Humphrey, D. Turnbull, Tom Collins, 2014 .