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Deep Audio Waveform Prior


Jul 21, 2022
Arnon Turetzky, Tzvi Michelson, Yossi Adi, Shmuel Peleg

* Interspeech 2022 

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Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors


Jul 02, 2022
Shahaf Bassan, Yossi Adi, Jeffrey S. Rosenschein


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A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement


Jun 22, 2022
Or Tal, Moshe Mandel, Felix Kreuk, Yossi Adi

* Published @ Interspeech 2022 

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Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies


May 03, 2022
Alon Berliner, Guy Rotman, Yossi Adi, Roi Reichart, Tamir Hazan

* Published as a conference paper at ICLR 2022 

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Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation


Apr 06, 2022
Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee

* Submitted to Interspeech 2022 

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Generative Spoken Dialogue Language Modeling


Mar 30, 2022
Tu Anh Nguyen, Eugene Kharitonov, Jade Copet, Yossi Adi, Wei-Ning Hsu, Ali Elkahky, Paden Tomasello, Robin Algayres, Benoit Sagot, Abdelrahman Mohamed, Emmanuel Dupoux


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Probing phoneme, language and speaker information in unsupervised speech representations


Mar 30, 2022
Maureen de Seyssel, Marvin Lavechin, Yossi Adi, Emmanuel Dupoux, Guillaume Wisniewski

* Submitted to INTERSPEECH 2022, 5 pages, 2 figures 

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RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing


Feb 22, 2022
Efthymios Tzinis, Yossi Adi, Vamsi Krishna Ithapu, Buye Xu, Paris Smaragdis, Anurag Kumar

* Submitted to IEEE Journal of Selected Topics in Signal Processing 

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textless-lib: a Library for Textless Spoken Language Processing


Feb 15, 2022
Eugene Kharitonov, Jade Copet, Kushal Lakhotia, Tu Anh Nguyen, Paden Tomasello, Ann Lee, Ali Elkahky, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi

* The library is available here https://github.com/facebookresearch/textlesslib/ 

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Textless Speech Emotion Conversion using Decomposed and Discrete Representations


Nov 14, 2021
Felix Kreuk, Adam Polyak, Jade Copet, Eugene Kharitonov, Tu-Anh Nguyen, Morgane Rivière, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi


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