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Differentiable Model Compression via Pseudo Quantization Noise


Apr 20, 2021
Alexandre Défossez, Yossi Adi, Gabriel Synnaeve


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Speech Resynthesis from Discrete Disentangled Self-Supervised Representations


Apr 02, 2021
Adam Polyak, Yossi Adi, Jade Copet, Eugene Kharitonov, Kushal Lakhotia, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux


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Generative Spoken Language Modeling from Raw Audio


Feb 01, 2021
Kushal Lakhotia, Evgeny Kharitonov, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Benjamin Bolte, Tu-Anh Nguyen, Jade Copet, Alexei Baevski, Adelrahman Mohamed, Emmanuel Dupoux


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High Fidelity Speech Regeneration with Application to Speech Enhancement


Jan 31, 2021
Adam Polyak, Lior Wolf, Yossi Adi, Ori Kabeli, Yaniv Taigman


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Single channel voice separation for unknown number of speakers under reverberant and noisy settings


Nov 04, 2020
Shlomo E. Chazan, Lior Wolf, Eliya Nachmani, Yossi Adi


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Fairness in the Eyes of the Data: Certifying Machine-Learning Models


Sep 03, 2020
Shahar Segal, Yossi Adi, Benny Pinkas, Carsten Baum, Chaya Ganesh, Joseph Keshet


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Unsupervised Cross-Domain Singing Voice Conversion


Aug 06, 2020
Adam Polyak, Lior Wolf, Yossi Adi, Yaniv Taigman


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Self-Supervised Contrastive Learning for Unsupervised Phoneme Segmentation


Aug 06, 2020
Felix Kreuk, Joseph Keshet, Yossi Adi

* Interspeech 2020 paper 

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Real Time Speech Enhancement in the Waveform Domain


Jun 23, 2020
Alexandre Defossez, Gabriel Synnaeve, Yossi Adi


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Voice Separation with an Unknown Number of Multiple Speakers


Feb 29, 2020
Eliya Nachmani, Yossi Adi, Lior Wolf


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On the generalization of bayesian deep nets for multi-class classification


Feb 23, 2020
Yossi Adi, Yaniv Nemcovsky, Alex Schwing, Tamir Hazan


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Phoneme Boundary Detection using Learnable Segmental Features


Feb 16, 2020
Felix Kreuk, Yaniv Sheena, Joseph Keshet, Yossi Adi


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Hide and Speak: Deep Neural Networks for Speech Steganography


Feb 07, 2019
Felix Kreuk, Yossi Adi, Bhiksha Raj, Rita Singh, Joseph Keshet


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To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition


Dec 13, 2018
Yossi Adi, Neil Zeghidour, Ronan Collobert, Nicolas Usunier, Vitaliy Liptchinsky, Gabriel Synnaeve


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Out-of-Distribution Detection using Multiple Semantic Label Representations


Oct 21, 2018
Gabi Shalev, Yossi Adi, Joseph Keshet


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Turning Your Weakness Into a Strength: Watermarking Deep Neural Networks by Backdooring


Jun 11, 2018
Yossi Adi, Carsten Baum, Moustapha Cisse, Benny Pinkas, Joseph Keshet


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Fooling End-to-end Speaker Verification by Adversarial Examples


Feb 16, 2018
Felix Kreuk, Yossi Adi, Moustapha Cisse, Joseph Keshet


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Houdini: Fooling Deep Structured Prediction Models


Jul 17, 2017
Moustapha Cisse, Yossi Adi, Natalia Neverova, Joseph Keshet

* 12 pages, 8 figures, under review 

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Learning Similarity Functions for Pronunciation Variations


Jun 18, 2017
Einat Naaman, Yossi Adi, Joseph Keshet


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Automatic Measurement of Pre-aspiration


Jun 15, 2017
Yaniv Sheena, Míša Hejná, Yossi Adi, Joseph Keshet


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Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks


Feb 09, 2017
Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, Yoav Goldberg


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Automatic measurement of vowel duration via structured prediction


Oct 26, 2016
Yossi Adi, Joseph Keshet, Emily Cibelli, Erin Gustafson, Cynthia Clopper, Matthew Goldrick


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Sequence Segmentation Using Joint RNN and Structured Prediction Models


Oct 25, 2016
Yossi Adi, Joseph Keshet, Emily Cibelli, Matthew Goldrick

* under review 

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