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Eric J. Humphrey
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Publications
- 2015
- [c14]Brian McFee, Eric J. Humphrey, Juan Pablo Bello:
A Software Framework for Musical Data Augmentation. ISMIR 2015: 248-254 - [c13]Eric J. Humphrey, Juan Pablo Bello:
Four Timely Insights on Automatic Chord Estimation. ISMIR 2015: 673-679 - 2014
- [c12]Eric J. Humphrey, Juan Pablo Bello:
From music audio to chord tablature: Teaching deep convolutional networks toplay guitar. ICASSP 2014: 6974-6978 - [c10]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: 591-596 - 2013
- [j1]Eric J. Humphrey, Juan Pablo Bello, Yann LeCun:
Feature learning and deep architectures: new directions for music informatics. J. Intell. Inf. Syst. 41(3): 461-481 (2013) - [c9]Eric J. Humphrey, Oriol Nieto, Juan Pablo Bello:
Data Driven and Discriminative Projections for Large-Scale Cover Song Identification. ISMIR 2013: 149-154 - 2012
- [c8]Eric J. Humphrey, Taemin Cho, Juan Pablo Bello:
Learning a robust Tonnetz-space transform for automatic chord recognition. ICASSP 2012: 453-456 - [c7]Eric J. Humphrey, Juan Pablo Bello:
Rethinking Automatic Chord Recognition with Convolutional Neural Networks. ICMLA (2) 2012: 357-362 - [c6]Oriol Nieto, Eric J. Humphrey, Juan Pablo Bello:
Compressing Music Recordings into Audio Summaries. ISMIR 2012: 313-318 - [c5]Eric J. Humphrey, Juan Pablo Bello, Yann LeCun:
Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics. ISMIR 2012: 403-408 - 2011
- [c4]Eric J. Humphrey, Aron P. Glennon, Juan Pablo Bello:
Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries. ICMLA (2) 2011: 142-147
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