Query by Video: Cross-modal Music Retrieval
Bochen Li, Aparna Kumar
Audio Intelligence
39 publications
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