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Audio Similarity is Unreliable as a Proxy for Audio Quality


Jun 27, 2022
Pranay Manocha, Zeyu Jin, Adam Finkelstein

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* To Appear, Interspeech 2022 

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Music Enhancement via Image Translation and Vocoding


Apr 28, 2022
Nikhil Kandpal, Oriol Nieto, Zeyu Jin

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* ICASSP 2022 

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HEAR 2021: Holistic Evaluation of Audio Representations


Mar 26, 2022
Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk

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* to appear in Proceedings of Machine Learning Research (PMLR): NeurIPS 2021 Competition Track 

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Neural Pitch-Shifting and Time-Stretching with Controllable LPCNet


Oct 05, 2021
Max Morrison, Zeyu Jin, Nicholas J. Bryan, Juan-Pablo Caceres, Bryan Pardo

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* Submitted to ICASSP 2022 

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Controllable deep melody generation via hierarchical music structure representation


Sep 02, 2021
Shuqi Dai, Zeyu Jin, Celso Gomes, Roger B. Dannenberg

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* 6 pages, 9 figures, in Proc. of the 22nd Int. Society for Music Information Retrieval Conf.,Online, 2021 

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Context-Aware Prosody Correction for Text-Based Speech Editing


Feb 16, 2021
Max Morrison, Lucas Rencker, Zeyu Jin, Nicholas J. Bryan, Juan-Pablo Caceres, Bryan Pardo

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* To appear in proceedings of ICASSP 2021 

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CDPAM: Contrastive learning for perceptual audio similarity


Feb 09, 2021
Pranay Manocha, Zeyu Jin, Richard Zhang, Adam Finkelstein

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* Dataset, code and sound examples can be found at https://github.com/pranaymanocha/PerceptualAudio/tree/master/cdpam 

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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

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* 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

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

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