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SSAST: Self-Supervised Audio Spectrogram Transformer



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



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


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AST: Audio Spectrogram Transformer



Yuan Gong , Yu-An Chung , James Glass


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



Yuan Gong , Yu-An Chung , James Glass


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



Alexander H. Liu , Yu-An Chung , James Glass

* Preprint 

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Similarity Analysis of Self-Supervised Speech Representations



Yu-An Chung , Yonatan Belinkov , James Glass


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



Yu-An Chung , Chenguang Zhu , Michael Zeng


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Vector-Quantized Autoregressive Predictive Coding



Yu-An Chung , Hao Tang , James Glass


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Improved Speech Representations with Multi-Target Autoregressive Predictive Coding



Yu-An Chung , James Glass

* Accepted to ACL 2020 

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