Publications

Zhisheng Zheng, Puyuan Peng, Ziyang Ma, Xie Chen, Eunsol Choi, David Harwath (2024). BAT: Learning to Reason about Spatial Sounds with Large Language Models.

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Ziyang Ma, Zhisheng Zheng, Jiaxin Ye, Jinchao Li, Zhifu Gao, Shiliang Zhang, Xie Chen (2023). emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation.

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Ziyang Ma, Wen Wu, Zhisheng Zheng, Yiwei Guo, Qian Chen, Shiliang Zhang, Xie Chen (2023). Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition.

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Guanrou Yang, Ziyang Ma, Zhisheng Zheng, Yakun Song, Zhikang Niu, Xie Chen (2023). Fast-HuBERT: An Efficient Training Framework for Self-Supervised Speech Representation Learning. In ASRU 2023.

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Zhisheng Zheng, Ziyang Ma, Yu Wang, Xie Chen (2023). Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition. In INTERSPEECH 2023.

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Ziyang Ma, Zhisheng Zheng, Guanrou Yang, Yu Wang, Chao Zhang, Xie Chen (2023). Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation. In INTERSPEECH 2023.

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Xie Chen, Ziyang Ma, Changli Tang, Yujin Wang, Zhisheng Zheng (2023). FRONT-END ADAPTER: ADAPTING FRONT-END INPUT OF SPEECH BASED SELF-SUPERVISED LEARNING FOR SPEECH RECOGNITION. In ICASSP 2023.

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Ziyang Ma, Zhisheng Zheng, Changli Tang, Yujin Wang, Xie Chen (2022). MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets. In INTERSPEECH 2023.

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Yujin Wang, Changli Tang, Ziyang Ma, Zhisheng Zheng, Xie Chen, Wei-Qiang Zhang (2022). EXPLORING EFFECTIVE DISTILLATION OF SELF-SUPERVISED SPEECH MODELS FOR AUTOMATIC SPEECH RECOGNITION. ASRU 2023.

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