Audio Intelligence

39 publications
October 2019 | ISMIR

Query by Video: Cross-modal Music Retrieval

Bochen Li, Aparna Kumar

October 2019 | ISMIR

Deep Unsupervised Drum Transcription

Keunwoo Choi, Kyunghyun Cho

September 2019 | EUSIPCO

Joint Singing Voice Separation and F0 Estimation with Deep U-Net Architectures

Andreas Jansson, Rachel M Bittner, Sebastian Ewert, Tillman Weyde

July 2019 | ICASSP

End-to-End Lyrics Alignment for Polyphonic Music Using An Audio-to-Character Recognition Model

Daniel Stoller, Simon Durand, Sebastian Ewert

May 2019 | ICASSP

Neural Music Synthesis for Flexible Timbre Control

Jong Wook Kim, Rachel Bittner, Aparna Kumar, Juan Pablo Bello

January 2019 | IEEE Signal Processing Magazine

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

Eric J. Humphrey, Sravana Reddy, Prem Seetharaman, Aparna Kumar, Rachel M. Bittner, Andrew Demetriou, Sankalp Gulati, Andreas Jansson, Tristan Jehan, Bernhard Lehner, Anna Krupse, Luwei Yang

January 2019 | IEEE Signal Processing Magazine

Open-Source Practices for Music Signal Processing Research: Recommendations for Transparent, Sustainable, and Reproducible Audio Research

Brian McFee, Jong Wook Kim, Mark Cartwright, Justin Salamon, Rachel M Bittner, Juan Pablo Bello

January 2019 | IEEE Signal Processing Magazine

Automatic Music Transcription – An Overview

Emmanouil Benetos, Simon Dixon, Zhiyao Duan, Sebastian Ewert

January 2019 | IEEE Signal Processing Magazine

Deep Learning for Audio-Based Music Classification and Tagging

Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou, Yu-Hsuan Yang

September 2018 | ISMIR

Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation

Daniel Stoller, Sebastian Ewert, Simon Dixon.

September 2018 | ISMIR

Revisiting Singing Voice Detection: A Quantitative Review and the Future Outlook

Kyungyun Lee, Keunwoo Choi, Juhan Nam

September 2018 | ISMIR

OpenMIC-2018: an Open Dataset for Multiple Instrument Recognition

Eric J. Humphrey, Simon Durand, Brian McFee

July 2018 | ICASSP

Shift-Invariant Kernel Additive Modelling for Audio Source Separation

Delia Fano Yela, Sebastian Ewert, Ken O'Hanlon, Mark B. Sandler

July 2018 | ICASSP

Adversarial Semi-Supervised Audio Source Separation applied to Singing Voice Extraction

Daniel Stoller, Sebastian Ewert, Simon Dixon

July 2018 | LVA/ICA

Jointly Detecting and Separating Singing Voice: A Multi-Task Approach

Daniel Stoller, Sebastian Ewert, Simon Dixon

October 2017 | ISMIR

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

Eric J. Humphrey, Nicola Montecchio, Rachel Bittner, Andreas Jansson, Tristan Jehan

October 2017 | ISMIR

Singing Voice Separation with Deep U-Net Convolutional Networks

Andreas Jansson, Eric J. Humphrey, Nicola Montecchio, Rachel Bittner, Aparna Kumar, Tillman Weyde

October 2017 | ISMIR

Automatic Playlist Sequencing and Transitions

Rachel Bittner, Minwei Gu, Gandalf Hernandez, Eric J. Humphrey, Tristan Jehan, P. Hunter McCurry, Nicola Montecchio

August 2017 | ICML Music Discovery Workshop

Learning a large scale vocal similarity embedding for music

Aparna Kumar, Rachel Bittner, Nicola Montecchio, Andreas Jansson, Eric Humphrey, Maria Panteli, Tristan Jehan