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2020 – today
- 2025
[c14]Wenxi Chen, Ziyang Ma, Xiquan Li, Xuenan Xu, Yuzhe Liang, Zhisheng Zheng, Kai Yu, Xie Chen:
SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMs. ICASSP 2025: 1-5- [c13]Xiquan Li, Wenxi Chen, Ziyang Ma, Xuenan Xu, Yuzhe Liang, Zhisheng Zheng, Qiuqiang Kong, Xie Chen:
DRCap: Decoding CLAP Latents with Retrieval-Augmented Generation for Zero-shot Audio Captioning. ICASSP 2025: 1-5 - [i15]Anuj Diwan, Zhisheng Zheng, David Harwath, Eunsol Choi:
Scaling Rich Style-Prompted Text-to-Speech Datasets. CoRR abs/2503.04713 (2025) - [i14]Ziyang Ma, Yinghao Ma, Yanqiao Zhu, Chen Yang, Yi-Wen Chao, Ruiyang Xu, Wenxi Chen, Yuanzhe Chen, Zhuo Chen, Jian Cong, Kai Li, Keliang Li, Siyou Li, Xinfeng Li, Xiquan Li, Zheng Lian, Yuzhe Liang, Minghao Liu, Zhikang Niu, Tianrui Wang, Yuping Wang, Yuxuan Wang, Yihao Wu, Guanrou Yang, Jianwei Yu, Ruibin Yuan, Zhisheng Zheng, Ziya Zhou, Haina Zhu, Wei Xue, Emmanouil Benetos, Kai Yu, Chng Eng Siong, Xie Chen:
MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix. CoRR abs/2505.13032 (2025) - 2024
- [c12]Ziyang Ma, Zhisheng Zheng, Jiaxin Ye, Jinchao Li, Zhifu Gao, Shiliang Zhang, Xie Chen:
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation. ACL (Findings) 2024: 15747-15760 - [c11]Ziyang Ma, Wen Wu
, Zhisheng Zheng, Yiwei Guo, Qian Chen, Shiliang Zhang, Xie Chen:
Leveraging Speech PTM, Text LLM, And Emotional TTS For Speech Emotion Recognition. ICASSP 2024: 11146-11150 - [c10]Zhisheng Zheng, Puyuan Peng, Ziyang Ma, Xie Chen, Eunsol Choi, David Harwath:
BAT: Learning to Reason about Spatial Sounds with Large Language Models. ICML 2024 - [c9]Wenxi Chen, Yuzhe Liang, Ziyang Ma, Zhisheng Zheng, Xie Chen:
EAT: Self-Supervised Pre-Training with Efficient Audio Transformer. IJCAI 2024: 3807-3815 - [c8]Ziyang Ma, Mingjie Chen, Hezhao Zhang, Zhisheng Zheng, Wenxi Chen, Xiquan Li, Jiaxin Ye, Xie Chen, Thomas Hain:
EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark. INTERSPEECH 2024 - [c7]Zhengshun Xia, Ziyang Ma, Zhisheng Zheng, Xie Chen:
Improving Emotion Recognition with Pre-Trained Models, Multimodality, and Contextual Information. ISCSLP 2024: 636-640 - [i13]Wenxi Chen, Yuzhe Liang, Ziyang Ma, Zhisheng Zheng, Xie Chen:
EAT: Self-Supervised Pre-Training with Efficient Audio Transformer. CoRR abs/2401.03497 (2024) - [i12]Zhisheng Zheng, Puyuan Peng, Ziyang Ma, Xie Chen, Eunsol Choi, David Harwath:
BAT: Learning to Reason about Spatial Sounds with Large Language Models. CoRR abs/2402.01591 (2024) - [i11]Ziyang Ma, Mingjie Chen, Hezhao Zhang, Zhisheng Zheng, Wenxi Chen, Xiquan Li, Jiaxin Ye, Xie Chen, Thomas Hain:
EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark. CoRR abs/2406.07162 (2024) - [i10]Xiquan Li, Wenxi Chen, Ziyang Ma, Xuenan Xu, Yuzhe Liang, Zhisheng Zheng, Qiuqiang Kong, Xie Chen:
DRCap: Decoding CLAP Latents with Retrieval-augmented Generation for Zero-shot Audio Captioning. CoRR abs/2410.09472 (2024) - [i9]Wenxi Chen, Ziyang Ma, Xiquan Li, Xuenan Xu, Yuzhe Liang, Zhisheng Zheng, Kai Yu, Xie Chen:
SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMs. CoRR abs/2410.09503 (2024) - 2023
- [c6]Yujin Wang, Changli Tang, Ziyang Ma, Zhisheng Zheng, Xie Chen, Wei-Qiang Zhang:
Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition. ASRU 2023: 1-6 - [c5]Guanrou Yang, Ziyang Ma, Zhisheng Zheng, Yakun Song, Zhikang Niu, Xie Chen:
Fast-Hubert: an Efficient Training Framework for Self-Supervised Speech Representation Learning. ASRU 2023: 1-7 - [c4]Xie Chen, Ziyang Ma, Changli Tang, Yujin Wang, Zhisheng Zheng:
Front-End Adapter: Adapting Front-End Input of Speech Based Self-Supervised Learning for Speech Recognition. ICASSP 2023: 1-5 - [c3]Ziyang Ma, Zhisheng Zheng, Changli Tang, Yujin Wang, Xie Chen:
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets. INTERSPEECH 2023: 82-86 - [c2]Ziyang Ma, Zhisheng Zheng, Guanrou Yang, Yu Wang, Chao Zhang, Xie Chen:
Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation. INTERSPEECH 2023: 1269-1273 - [c1]Zhisheng Zheng, Ziyang Ma, Yu Wang, Xie Chen:
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition. INTERSPEECH 2023: 3307-3311 - [i8]Xie Chen, Ziyang Ma, Changli Tang, Yujin Wang, Zhisheng Zheng:
Front-End Adapter: Adapting Front-End Input of Speech based Self-Supervised Learning for Speech Recognition. CoRR abs/2302.09331 (2023) - [i7]Ziyang Ma, Zhisheng Zheng, Guanrou Yang, Yu Wang, Chao Zhang, Xie Chen:
Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation. CoRR abs/2306.08920 (2023) - [i6]Zhisheng Zheng, Ziyang Ma, Yu Wang, Xie Chen:
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition. CoRR abs/2308.14814 (2023) - [i5]Ziyang Ma, Wen Wu, Zhisheng Zheng, Yiwei Guo, Qian Chen, Shiliang Zhang, Xie Chen:
Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition. CoRR abs/2309.10294 (2023) - [i4]Guanrou Yang, Ziyang Ma, Zhisheng Zheng, Yakun Song, Zhikang Niu, Xie Chen:
Fast-HuBERT: An Efficient Training Framework for Self-Supervised Speech Representation Learning. CoRR abs/2309.13860 (2023) - [i3]Ziyang Ma, Zhisheng Zheng, Jiaxin Ye, Jinchao Li, Zhifu Gao, Shiliang Zhang, Xie Chen:
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation. CoRR abs/2312.15185 (2023) - 2022
- [j1]Yang Liu, Zhisheng Zheng:
Noniterative f -x-y Streaming Prediction Filtering for Random Noise Attenuation on Seismic Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-9 (2022) - [i2]Yujin Wang, Changli Tang, Ziyang Ma, Zhisheng Zheng, Xie Chen, Wei-Qiang Zhang:
Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition. CoRR abs/2210.15631 (2022) - [i1]Ziyang Ma, Zhisheng Zheng, Changli Tang, Yujin Wang, Xie Chen:
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets. CoRR abs/2211.07321 (2022)
Coauthor Index
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