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Zhisheng Zheng
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2020 – today
- 2024
- [c10]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 - [c9]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 - [c8]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 - [c7]Wenxi Chen, Yuzhe Liang, Ziyang Ma, Zhisheng Zheng, Xie Chen:
EAT: Self-Supervised Pre-Training with Efficient Audio Transformer. IJCAI 2024: 3807-3815 - [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
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)
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