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2020 – today
- 2024
[c24]Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Liumeng Xue, Ziyang Ma, Qin Liu, Tianyu Zheng, Yizhi Li, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Jie Fu, Emmanouil Benetos, Gus Xia, Roger B. Dannenberg, Wei Xue, Shiyin Kang, Yike Guo:
ChatMusician: Understanding and Generating Music Intrinsically with LLM. ACL (Findings) 2024: 6252-6271- [c23]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 - [c22]Zishuo Zhao, Ziyang Ma, Zhenzhou Lin, Jingyou Xie, Yinghui Li, Ying Shen:
Source-free Domain Adaptation for Aspect-based Sentiment Analysis. LREC/COLING 2024: 15076-15086 - [c21]Fan Yu, Haoxu Wang, Ziyang Ma, Shiliang Zhang:
Hourglass-AVSR: Down-Up Sampling-Based Computational Efficiency Model for Audio-Visual Speech Recognition. ICASSP 2024: 7940-7944 - [c20]Yifan Yang, Feiyu Shen, Chenpeng Du, Ziyang Ma, Kai Yu, Daniel Povey, Xie Chen:
Towards Universal Speech Discrete Tokens: A Case Study for ASR and TTS. ICASSP 2024: 10401-10405 - [c19]Yiwei Guo, Chenpeng Du, Ziyang Ma, Xie Chen, Kai Yu:
VoiceFlow: Efficient Text-To-Speech with Rectified Flow Matching. ICASSP 2024: 11121-11125 - [c18]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 - [c17]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 - [c16]Wenxi Chen, Yuzhe Liang, Ziyang Ma, Zhisheng Zheng, Xie Chen:
EAT: Self-Supervised Pre-Training with Efficient Audio Transformer. IJCAI 2024: 3807-3815 - [c15]Zheng Lian, Haiyang Sun, Licai Sun, Zhuofan Wen, Siyuan Zhang, Shun Chen, Hao Gu, Jinming Zhao, Ziyang Ma, Xie Chen, Jiangyan Yi, Rui Liu, Kele Xu, Bin Liu, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao:
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition. MRAC@MM 2024: 41-48 - [c14]Mingjie Chen, Hezhao Zhang, Yuanchao Li, Jiachen Luo, Wen Wu, Ziyang Ma, Peter Bell, Catherine Lai, Joshua D. Reiss, Lin Wang, Philip C. Woodland, Xie Chen, Huy Phan, Thomas Hain:
1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance Problem. Odyssey 2024: 260-265 - [i43]Xuenan Xu, Ziyang Ma, Mengyue Wu, Kai Yu:
Towards Weakly Supervised Text-to-Audio Grounding. CoRR abs/2401.02584 (2024) - [i42]Wenxi Chen, Yuzhe Liang, Ziyang Ma, Zhisheng Zheng, Xie Chen:
EAT: Self-Supervised Pre-Training with Efficient Audio Transformer. CoRR abs/2401.03497 (2024) - [i41]Yakun Song, Zhuo Chen, Xiaofei Wang, Ziyang Ma, Xie Chen:
ELLA-V: Stable Neural Codec Language Modeling with Alignment-guided Sequence Reordering. CoRR abs/2401.07333 (2024) - [i40]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) - [i39]Ziyang Ma, Guanrou Yang, Yifan Yang, Zhifu Gao, Jiaming Wang, Zhihao Du, Fan Yu, Qian Chen, Siqi Zheng, Shiliang Zhang, Xie Chen:
An Embarrassingly Simple Approach for LLM with Strong ASR Capacity. CoRR abs/2402.08846 (2024) - [i38]Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Ziyang Ma, Liumeng Xue, Ziyu Wang, Qin Liu, Tianyu Zheng, Yizhi Li, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Pengfei Li, Jingcheng Wu, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Emmanouil Benetos, Jie Fu, Gus Xia, Roger B. Dannenberg, Wei Xue, Shiyin Kang, Yike Guo:
ChatMusician: Understanding and Generating Music Intrinsically with LLM. CoRR abs/2402.16153 (2024) - [i37]Chunhui Wang, Chang Zeng, Bowen Zhang, Ziyang Ma, Yefan Zhu, Zifeng Cai, Jian Zhao, Zhonglin Jiang, Yong Chen:
HAM-TTS: Hierarchical Acoustic Modeling for Token-Based Zero-Shot Text-to-Speech with Model and Data Scaling. CoRR abs/2403.05989 (2024) - [i36]Xinrun Du, Zhouliang Yu, Songyang Gao, Ding Pan, Yuyang Cheng, Ziyang Ma, Ruibin Yuan, Xingwei Qu, Jiaheng Liu, Tianyu Zheng, Xinchen Luo, Guorui Zhou, Binhang Yuan, Wenhu Chen, Jie Fu, Ge Zhang:
Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model. CoRR abs/2404.04167 (2024) - [i35]Yiwei Guo, Chenrun Wang, Yifan Yang, Hankun Wang, Ziyang Ma, Chenpeng Du, Shuai Wang, Hanzheng Li, Shuai Fan, Hui Zhang, Xie Chen, Kai Yu:
The X-LANCE Technical Report for Interspeech 2024 Speech Processing Using Discrete Speech Unit Challenge. CoRR abs/2404.06079 (2024) - [i34]Xingwei Qu, Yuelin Bai, Yinghao Ma, Ziya Zhou, Ka Man Lo, Jiaheng Liu, Ruibin Yuan, Lejun Min, Xueling Liu, Tianyu Zhang, Xinrun Du, Shuyue Guo, Yiming Liang, Yizhi Li, Shangda Wu, Junting Zhou, Tianyu Zheng, Ziyang Ma, Fengze Han, Wei Xue, Gus Xia, Emmanouil Benetos, Xiang Yue, Chenghua Lin, Xu Tan, Stephen W. Huang, Wenhu Chen, Jie Fu, Ge Zhang:
MuPT: A Generative Symbolic Music Pretrained Transformer. CoRR abs/2404.06393 (2024) - [i33]Zheng Lian, Haiyang Sun, Licai Sun, Zhuofan Wen, Siyuan Zhang, Shun Chen, Hao Gu, Jinming Zhao, Ziyang Ma, Xie Chen, Jiangyan Yi, Rui Liu, Kele Xu, Bin Liu, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao:
MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition. CoRR abs/2404.17113 (2024) - [i32]Ge Zhang, Scott Qu, Jiaheng Liu, Chenchen Zhang, Chenghua Lin, Chou Leuang Yu, Danny Pan, Esther Cheng, Jie Liu, Qunshu Lin, Raven Yuan, Tuney Zheng, Wei Pang, Xinrun Du, Yiming Liang, Yinghao Ma, Yizhi Li, Ziyang Ma, Bill Y. Lin, Emmanouil Benetos, Huan Yang, Junting Zhou, Kaijing Ma, Minghao Liu, Morry Niu, Noah Wang, Quehry Que, Ruibo Liu, Sine Liu, Shawn Guo, Soren Gao, Wangchunshu Zhou, Xinyue Zhang, Yizhi Zhou, Yubo Wang, Yuelin Bai, Yuhan Zhang, Yuxiang Zhang, Zenith Wang, Zhenzhu Yang, Zijian Zhao, Jiajun Zhang, Wanli Ouyang, Wenhao Huang, Wenhu Chen:
MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series. CoRR abs/2405.19327 (2024) - [i31]Mingjie Chen, Hezhao Zhang, Yuanchao Li, Jiachen Luo, Wen Wu, Ziyang Ma, Peter Bell, Catherine Lai, Joshua D. Reiss, Lin Wang, Philip C. Woodland, Xie Chen, Huy Phan, Thomas Hain:
1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance Problem. CoRR abs/2405.20064 (2024) - [i30]Guanrou Yang, Ziyang Ma, Fan Yu, Zhifu Gao, Shiliang Zhang, Xie Chen:
MaLa-ASR: Multimedia-Assisted LLM-Based ASR. CoRR abs/2406.05839 (2024) - [i29]Zheshu Song, Jianheng Zhuo, Yifan Yang, Ziyang Ma, Shixiong Zhang, Xie Chen:
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR. CoRR abs/2406.06619 (2024) - [i28]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) - [i27]Yifan Yang, Zheshu Song, Jianheng Zhuo, Mingyu Cui, Jinpeng Li, Bo Yang, Yexing Du, Ziyang Ma, Xunying Liu, Ziyuan Wang, Ke Li, Shuai Fan, Kai Yu, Wei-Qiang Zhang, Guoguo Chen, Xie Chen:
GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement. CoRR abs/2406.11546 (2024) - [i26]Yakun Song, Zhuo Chen, Xiaofei Wang, Ziyang Ma, Guanrou Yang, Xie Chen:
TacoLM: GaTed Attention Equipped Codec Language Model are Efficient Zero-Shot Text to Speech Synthesizers. CoRR abs/2406.15752 (2024) - [i25]Keyu An, Qian Chen, Chong Deng, Zhihao Du, Changfeng Gao, Zhifu Gao, Yue Gu, Ting He, Hangrui Hu, Kai Hu, Shengpeng Ji, Yabin Li, Zerui Li, Heng Lu, Haoneng Luo, Xiang Lv, Bin Ma, Ziyang Ma, Chongjia Ni, Changhe Song, Jiaqi Shi, Xian Shi, Hao Wang, Wen Wang, Yuxuan Wang, Zhangyu Xiao, Zhijie Yan, Yexin Yang, Bin Zhang, Qinglin Zhang, Shiliang Zhang, Nan Zhao, Siqi Zheng:
FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs. CoRR abs/2407.04051 (2024) - [i24]Zhihao Du, Qian Chen, Shiliang Zhang, Kai Hu, Heng Lu, Yexin Yang, Hangrui Hu, Siqi Zheng, Yue Gu, Ziyang Ma, Zhifu Gao, Zhijie Yan:
CosyVoice: A Scalable Multilingual Zero-shot Text-to-speech Synthesizer based on Supervised Semantic Tokens. CoRR abs/2407.05407 (2024) - [i23]Ziyang Ma, Yakun Song, Chenpeng Du, Jian Cong, Zhuo Chen, Yuping Wang, Yuxuan Wang, Xie Chen:
Language Model Can Listen While Speaking. CoRR abs/2408.02622 (2024) - [i22]Yinghao Ma, Anders Øland, Anton Ragni, Bleiz Macsen Del Sette, Charalampos Saitis, Chris Donahue, Chenghua Lin, Christos Plachouras, Emmanouil Benetos, Elio Quinton, Elona Shatri, Fabio Morreale, Ge Zhang, György Fazekas, Gus Xia, Huan Zhang, Ilaria Manco, Jiawen Huang, Julien Guinot, Liwei Lin, Luca Marinelli, Max W. Y. Lam, Megha Sharma, Qiuqiang Kong, Roger B. Dannenberg, Ruibin Yuan, Shangda Wu, Shih-Lun Wu, Shuqi Dai, Shun Lei, Shiyin Kang, Simon Dixon, Wenhu Chen, Wenhao Huang, Xingjian Du, Xingwei Qu, Xu Tan, Yizhi Li, Zeyue Tian, Zhiyong Wu, Zhizheng Wu, Ziyang Ma, Ziyu Wang:
Foundation Models for Music: A Survey. CoRR abs/2408.14340 (2024) - [i21]Tianrui Wang, Jin Li, Ziyang Ma, Rui Cao, Xie Chen, Longbiao Wang, Meng Ge, Xiaobao Wang, Yuguang Wang, Jianwu Dang, Nyima Tashi:
Progressive Residual Extraction based Pre-training for Speech Representation Learning. CoRR abs/2409.00387 (2024) - [i20]Zhikang Niu, Sanyuan Chen, Long Zhou, Ziyang Ma, Xie Chen, Shujie Liu:
NDVQ: Robust Neural Audio Codec with Normal Distribution-Based Vector Quantization. CoRR abs/2409.12717 (2024) - [i19]Yexing Du, Ziyang Ma, Yifan Yang, Keqi Deng, Xie Chen, Bo Yang, Yang Xiang, Ming Liu, Bing Qin:
CoT-ST: Enhancing LLM-based Speech Translation with Multimodal Chain-of-Thought. CoRR abs/2409.19510 (2024) - 2023
- [c13]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 - [c12]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 - [c11]Qi Chen, Ziyang Ma, Tao Liu, Xu Tan, Qu Lu, Kai Yu, Xie Chen:
Improving Few-Shot Learning for Talking Face System with TTS Data Augmentation. ICASSP 2023: 1-5 - [c10]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 - [c9]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 - [c8]Zheng Liang, Zheshu Song, Ziyang Ma, Chenpeng Du, Kai Yu, Xie Chen:
Improving Code-Switching and Name Entity Recognition in ASR with Speech Editing based Data Augmentation. INTERSPEECH 2023: 919-923 - [c7]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 - [c6]Zhisheng Zheng, Ziyang Ma, Yu Wang, Xie Chen:
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition. INTERSPEECH 2023: 3307-3311 - [i18]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) - [i17]Qi Chen, Ziyang Ma, Tao Liu, Xu Tan, Qu Lu, Xie Chen, Kai Yu:
Improving Few-Shot Learning for Talking Face System with TTS Data Augmentation. CoRR abs/2303.05322 (2023) - [i16]Ziyang Ma, Mengsha Liu, Guian Fang, Ying Shen:
LTCR: Long-Text Chinese Rumor Detection Dataset. CoRR abs/2306.07201 (2023) - [i15]Zheng Liang, Zheshu Song, Ziyang Ma, Chenpeng Du, Kai Yu, Xie Chen:
Improving Code-Switching and Named Entity Recognition in ASR with Speech Editing based Data Augmentation. CoRR abs/2306.08588 (2023) - [i14]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) - [i13]Zhisheng Zheng, Ziyang Ma, Yu Wang, Xie Chen:
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition. CoRR abs/2308.14814 (2023) - [i12]Yiwei Guo, Chenpeng Du, Ziyang Ma, Xie Chen, Kai Yu:
VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching. CoRR abs/2309.05027 (2023) - [i11]Yifan Yang, Feiyu Shen, Chenpeng Du, Ziyang Ma, Kai Yu, Daniel Povey, Xie Chen:
Towards Universal Speech Discrete Tokens: A Case Study for ASR and TTS. CoRR abs/2309.07377 (2023) - [i10]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) - [i9]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) - [i8]Jiaming Wang, Zhihao Du, Qian Chen, Yunfei Chu, Zhifu Gao, Zerui Li, Kai Hu, Xiaohuan Zhou, Jin Xu, Ziyang Ma, Wen Wang, Siqi Zheng, Chang Zhou, Zhijie Yan, Shiliang Zhang:
LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPT. CoRR abs/2310.04673 (2023) - [i7]Fan Yu, Haoxu Wang, Ziyang Ma, Shiliang Zhang:
Hourglass-AVSR: Down-Up Sampling-based Computational Efficiency Model for Audio-Visual Speech Recognition. CoRR abs/2312.08850 (2023) - [i6]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
- [i5]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) - [i4]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) - [i3]Zhuoyuan Yao, Shuo Ren, Sanyuan Chen, Ziyang Ma, Pengcheng Guo, Lei Xie:
TESSP: Text-Enhanced Self-Supervised Speech Pre-training. CoRR abs/2211.13443 (2022) - 2021
- [j5]Wenle Bai, Ziyang Ma, Yulong Han, Menglong Wu, Zhongyuan Zhao, Mengkun Li, Chengcai Wang:
Joint Optimization of Computation Offloading, Data Compression, Energy Harvesting, and Application Scenarios in Fog Computing. IEEE Access 9: 45462-45473 (2021) - [j4]Ziyang Ma, Jeongyoun Ahn:
Feature-weighted ordinal classification for predicting drug response in multiple myeloma. Bioinform. 37(19): 3270-3276 (2021) - [c5]Ziyang Ma, Xianjing Han, Xuemeng Song, Yiran Cui, Liqiang Nie:
Hierarchical Deep Residual Reasoning for Temporal Moment Localization. MMAsia 2021: 15:1-15:7 - [i2]Ziyang Ma, Xianjing Han, Xuemeng Song, Yiran Cui, Liqiang Nie:
Hierarchical Deep Residual Reasoning for Temporal Moment Localization. CoRR abs/2111.00417 (2021) - 2020
- [j3]Xingchen Liu, Haiping Huang, Fu Xiao, Ziyang Ma:
A Blockchain-Based Trust Management With Conditional Privacy-Preserving Announcement Scheme for VANETs. IEEE Internet Things J. 7(5): 4101-4112 (2020) - [c4]Nini Zhang, Jingying Xu, Hao Gu, Ziyang Ma, Qing Li, Chenyan Ye:
The Application of TED Talk Strategies in Freshmen Library Orientation Lecture. ICIEI 2020: 25-29
2010 – 2019
- 2015
- [c3]Ziyang Ma, Renjie Liao, Xin Tao, Li Xu, Jiaya Jia, Enhua Wu:
Handling motion blur in multi-frame super-resolution. CVPR 2015: 5224-5232 - [c2]Renjie Liao, Xin Tao, Ruiyu Li, Ziyang Ma, Jiaya Jia:
Video Super-Resolution via Deep Draft-Ensemble Learning. ICCV 2015: 531-539 - [i1]Renjie Liao, Jianping Shi, Ziyang Ma, Jun Zhu, Jiaya Jia:
Bounded-Distortion Metric Learning. CoRR abs/1505.02377 (2015) - 2014
- [j2]Ziyang Ma, Enhua Wu:
Real-time and robust hand tracking with a single depth camera. Vis. Comput. 30(10): 1133-1144 (2014) - 2013
- [j1]Shandong Wang, Ziyang Ma, Xuehui Liu, Yanyun Chen, Enhua Wu:
Coherence-enhancing line drawing for color images. Sci. China Inf. Sci. 56(11): 1-11 (2013) - [c1]Ziyang Ma, Kaiming He, Yichen Wei, Jian Sun, Enhua Wu:
Constant Time Weighted Median Filtering for Stereo Matching and Beyond. ICCV 2013: 49-56
Coauthor Index
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