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Wav2CLIP: Learning Robust Audio Representations From CLIP


Oct 21, 2021
Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar, Juan Pablo Bello

* Submitted to ICASSP 2022 

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Who calls the shots? Rethinking Few-Shot Learning for Audio


Oct 18, 2021
Yu Wang, Nicholas J. Bryan, Justin Salamon, Mark Cartwright, Juan Pablo Bello

* WASPAA 2021 

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Soundata: A Python library for reproducible use of audio datasets


Oct 04, 2021
Magdalena Fuentes, Justin Salamon, Pablo Zinemanas, Martín Rocamora, Genís Paja, Irán R. Román, Marius Miron, Xavier Serra, Juan Pablo Bello


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Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes


May 06, 2021
Aurora Cramer, Mark Cartwright, Fatemeh Pishdadian, Juan Pablo Bello

* 5 pages, 3 figures, WASPAA 2021 submission preprint 

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Multi-Task Self-Supervised Pre-Training for Music Classification


Feb 05, 2021
Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang

* Copyright 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context


Sep 11, 2020
Mark Cartwright, Jason Cramer, Ana Elisa Mendez Mendez, Yu Wang, Ho-Hsiang Wu, Vincent Lostanlen, Magdalena Fuentes, Graham Dove, Charlie Mydlarz, Justin Salamon, Oded Nov, Juan Pablo Bello


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One or Two Components? The Scattering Transform Answers


Mar 02, 2020
Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello

* 5 pages, 4 figures, in English. Submitted to the European Signal Processing Conference (EUSIPCO 2020) 

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Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization


Nov 01, 2019
Vincent Lostanlen, Kaitlin Palmer, Elly Knight, Christopher Clark, Holger Klinck, Andrew Farnsworth, Tina Wong, Jason Cramer, Juan Pablo Bello

* 5 pages, 3 figures. Presented at the 3rd International Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE). 25--26 October 2019, New York, NY, USA 

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Learning the helix topology of musical pitch


Oct 22, 2019
Vincent Lostanlen, Sripathi Sridhar, Brian McFee, Andrew Farnsworth, Juan Pablo Bello

* 5 pages, 6 figures. Under review 

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Adversarial Learning for Improved Onsets and Frames Music Transcription


Jun 20, 2019
Jong Wook Kim, Juan Pablo Bello


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Robust sound event detection in bioacoustic sensor networks


May 20, 2019
Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello

* 30 pages, in English. Submitted to PLOS ONE journal on February 14th, 2019 

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Neural Music Synthesis for Flexible Timbre Control


Nov 01, 2018
Jong Wook Kim, Rachel Bittner, Aparna Kumar, Juan Pablo Bello


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Adaptive pooling operators for weakly labeled sound event detection


Aug 10, 2018
Brian McFee, Justin Salamon, Juan Pablo Bello


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CREPE: A Convolutional Representation for Pitch Estimation


Feb 17, 2018
Jong Wook Kim, Justin Salamon, Peter Li, Juan Pablo Bello

* ICASSP 2018 

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Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification


Nov 28, 2016
Justin Salamon, Juan Pablo Bello

* Accepted November 2016, IEEE Signal Processing Letters. Copyright IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material, creating new collective works, for resale or redistribution, or reuse of any copyrighted component of this work in other works 

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