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Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT



Bowen Shi , Abdelrahman Mohamed , Wei-Ning Hsu

* Submitted to Interspeech 

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On-demand compute reduction with stochastic wav2vec 2.0



Apoorv Vyas , Wei-Ning Hsu , Michael Auli , Alexei Baevski

* submitted to Interspeech, 2022 

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Simple and Effective Unsupervised Speech Synthesis



Alexander H. Liu , Cheng-I Jeff Lai , Wei-Ning Hsu , Michael Auli , Alexei Baevski , James Glass

* preprint, equal contribution from first two authors 

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Unified Speech-Text Pre-training for Speech Translation and Recognition



Yun Tang , Hongyu Gong , Ning Dong , Changhan Wang , Wei-Ning Hsu , Jiatao Gu , Alexei Baevski , Xian Li , Abdelrahman Mohamed , Michael Auli , Juan Pino

* ACL 2022 main conference 

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



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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Towards End-to-end Unsupervised Speech Recognition



Alexander H. Liu , Wei-Ning Hsu , Michael Auli , Alexei Baevski

* Preprint 

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Generative Spoken Dialogue Language Modeling



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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Measuring the Impact of Individual Domain Factors in Self-Supervised Pre-Training



Ramon Sanabria , Wei-Ning Hsu , Alexei Baevski , Michael Auli

* Submitted to Insterspeech 2022 

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textless-lib: a Library for Textless Spoken Language Processing



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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