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Emotion Embedding Spaces for Matching Music to Stories


Nov 26, 2021
Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra

* International Society for Music Information Retrieval (ISMIR) 2021, Best Student Paper 

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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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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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Disentangled Multidimensional Metric Learning for Music Similarity


Aug 12, 2020
Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam

* Accepted for publication at the 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) 

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Metric Learning vs Classification for Disentangled Music Representation Learning


Aug 12, 2020
Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam

* Accepted for publication at the 21st International Society for Music Information Retrieval Conference (ISMIR 2020) 

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Controllable Neural Prosody Synthesis


Aug 11, 2020
Max Morrison, Zeyu Jin, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore

* To appear in proceedings of INTERSPEECH 2020 

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Telling Left from Right: Learning Spatial Correspondence of Sight and Sound


Jun 12, 2020
Karren Yang, Bryan Russell, Justin Salamon

* CVPR 2020 

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Telling Left from Right: Learning Spatial Correspondence between Sight and Sound


Jun 11, 2020
Karren Yang, Bryan Russell, Justin Salamon

* CVPR 2020 

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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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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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