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Yu-An Chung
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UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units


Dec 15, 2022
Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov, Peng-Jen Chen, Changhan Wang, Yu-An Chung, Yun Tang, Ann Lee, Shinji Watanabe, Juan Pino

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* Early draft. Work in progress 
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Speech-to-Speech Translation For A Real-world Unwritten Language


Nov 11, 2022
Peng-Jen Chen, Kevin Tran, Yilin Yang, Jingfei Du, Justine Kao, Yu-An Chung, Paden Tomasello, Paul-Ambroise Duquenne, Holger Schwenk, Hongyu Gong, Hirofumi Inaguma, Sravya Popuri, Changhan Wang, Juan Pino, Wei-Ning Hsu, Ann Lee

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SSAST: Self-Supervised Audio Spectrogram Transformer


Oct 19, 2021
Yuan Gong, Cheng-I Jeff Lai, Yu-An Chung, James Glass

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W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training


Aug 07, 2021
Yu-An Chung, Yu Zhang, Wei Han, Chung-Cheng Chiu, James Qin, Ruoming Pang, Yonghui Wu

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AST: Audio Spectrogram Transformer


Apr 06, 2021
Yuan Gong, Yu-An Chung, James Glass

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PSLA: Improving Audio Event Classification with Pretraining, Sampling, Labeling, and Aggregation


Feb 02, 2021
Yuan Gong, Yu-An Chung, James Glass

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Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies


Nov 01, 2020
Alexander H. Liu, Yu-An Chung, James Glass

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* Preprint 
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Similarity Analysis of Self-Supervised Speech Representations


Oct 22, 2020
Yu-An Chung, Yonatan Belinkov, James Glass

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Semi-Supervised Speech-Language Joint Pre-Training for Spoken Language Understanding


Oct 05, 2020
Yu-An Chung, Chenguang Zhu, Michael Zeng

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