Eric J. Humphrey

According to our database1, Eric J. Humphrey authored at least 22 papers between 2009 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
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., 2019

2018
OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2017
Singing Voice Separation with Deep U-Net Convolutional Networks.
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.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Automatic Playlist Sequencing and Transitions.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

2016
A Plan for Sustainable MIR Evaluation.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

2015
A Software Framework for Musical Data Augmentation.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Four Timely Insights on Automatic Chord Estimation.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

2014
MIR_EVAL: A Transparent Implementation of Common MIR Metrics.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

JAMS: A JSON Annotated Music Specification for Reproducible MIR Research.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

From music audio to chord tablature: Teaching deep convolutional networks toplay guitar.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Feature learning and deep architectures: new directions for music informatics.
J. Intell. Inf. Syst., 2013

Demos and Late-Breaking Session of the Thirteenth International Society for Music Information Retrieval Conference (ISMIR 2012).
Computer Music Journal, 2013

Data Driven and Discriminative Projections for Large-Scale Cover Song Identification.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

2012
Compressing Music Recordings into Audio Summaries.
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.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Rethinking Automatic Chord Recognition with Convolutional Neural Networks.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Learning a robust Tonnetz-space transform for automatic chord recognition.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010
Revisiting Cagean Composition Methodology with a Modern Computational Implementation.
Proceedings of the 10th International Conference on New Interfaces for Musical Expression, 2010

Automatic Characterization of Digital Music for Rhythmic Auditory Stimulation.
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.
Proceedings of the 9th International Conference on New Interfaces for Musical Expression, 2009


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