Ziyang Ma

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 61

Top Topics

Integrating Multiple

Speech Recognition

Ordinal Classification

Top Venues

Publications

Xuenan Xu, Ziyang Ma, Mengyue Wu, Kai Yu
Towards Weakly Supervised Text-to-Audio Grounding. CoRR (2024)
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)
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 (2024)
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 (2024)
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)
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 (2024)
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)
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 (2024)
Fan Yu, Haoxu Wang, Ziyang Ma, Shiliang Zhang
Hourglass-AVSR: Down-Up Sampling-Based Computational Efficiency Model for Audio-Visual Speech Recognition. ICASSP (2024)
Zheshu Song, Jianheng Zhuo, Yifan Yang, Ziyang Ma, Shixiong Zhang, Xie Chen
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR. CoRR (2024)
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)
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 (2024)
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 (2024)
Zhisheng Zheng, Puyuan Peng, Ziyang Ma, Xie Chen, Eunsol Choi, David Harwath
BAT: Learning to Reason about Spatial Sounds with Large Language Models. CoRR (2024)
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 (2024)
Wenxi Chen, Yuzhe Liang, Ziyang Ma, Zhisheng Zheng, Xie Chen
EAT: Self-Supervised Pre-Training with Efficient Audio Transformer. CoRR (2024)
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 (2024)
Yakun Song, Zhuo Chen, Xiaofei Wang, Ziyang Ma, Xie Chen
ELLA-V: Stable Neural Codec Language Modeling with Alignment-guided Sequence Reordering. CoRR (2024)
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 (2024)
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)
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 (2024)
Yiwei Guo, Chenpeng Du, Ziyang Ma, Xie Chen, Kai Yu
VoiceFlow: Efficient Text-To-Speech with Rectified Flow Matching. ICASSP (2024)
Guanrou Yang, Ziyang Ma, Fan Yu, Zhifu Gao, Shiliang Zhang, Xie Chen
MaLa-ASR: Multimedia-Assisted LLM-Based ASR. CoRR (2024)
Zishuo Zhao, Ziyang Ma, Zhenzhou Lin, Jingyou Xie, Yinghui Li, Ying Shen
Source-free Domain Adaptation for Aspect-based Sentiment Analysis. LREC/COLING (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
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)
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)
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)
Ziyang Ma, Zhisheng Zheng, Changli Tang, Yujin Wang, Xie Chen
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets. INTERSPEECH (2023)
Zhisheng Zheng, Ziyang Ma, Yu Wang, Xie Chen
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition. INTERSPEECH (2023)
Fan Yu, Haoxu Wang, Ziyang Ma, Shiliang Zhang
Hourglass-AVSR: Down-Up Sampling-based Computational Efficiency Model for Audio-Visual Speech Recognition. CoRR (2023)
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 (2023)
Yiwei Guo, Chenpeng Du, Ziyang Ma, Xie Chen, Kai Yu
VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching. CoRR (2023)
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 (2023)
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)
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)
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 (2023)
Ziyang Ma, Zhisheng Zheng, Jiaxin Ye, Jinchao Li, Zhifu Gao, Shiliang Zhang, Xie Chen
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation. CoRR (2023)
Zhisheng Zheng, Ziyang Ma, Yu Wang, Xie Chen
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition. CoRR (2023)
Ziyang Ma, Zhisheng Zheng, Guanrou Yang, Yu Wang, Chao Zhang, Xie Chen
Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation. CoRR (2023)
Ziyang Ma, Mengsha Liu, Guian Fang, Ying Shen
LTCR: Long-Text Chinese Rumor Detection Dataset. CoRR (2023)
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)
Ziyang Ma, Zhisheng Zheng, Changli Tang, Yujin Wang, Xie Chen
MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets. CoRR (2022)
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 (2022)
Zhuoyuan Yao, Shuo Ren, Sanyuan Chen, Ziyang Ma, Pengcheng Guo, Lei Xie
TESSP: Text-Enhanced Self-Supervised Speech Pre-training. CoRR (2022)
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 (2021)
Ziyang Ma, Jeongyoun Ahn
Feature-weighted ordinal classification for predicting drug response in multiple myeloma. Bioinform. 37 (19) (2021)
Ziyang Ma, Xianjing Han, Xuemeng Song, Yiran Cui, Liqiang Nie
Hierarchical Deep Residual Reasoning for Temporal Moment Localization. CoRR (2021)
Ziyang Ma, Xianjing Han, Xuemeng Song, Yiran Cui, Liqiang Nie
Hierarchical Deep Residual Reasoning for Temporal Moment Localization. MMAsia (2021)
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)
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) (2020)
Renjie Liao, Xin Tao, Ruiyu Li, Ziyang Ma, Jiaya Jia
Video Super-Resolution via Deep Draft-Ensemble Learning. ICCV (2015)
Ziyang Ma, Renjie Liao, Xin Tao, Li Xu, Jiaya Jia, Enhua Wu
Handling motion blur in multi-frame super-resolution. CVPR (2015)
Renjie Liao, Jianping Shi, Ziyang Ma, Jun Zhu, Jiaya Jia
Bounded-Distortion Metric Learning. CoRR (2015)
Ziyang Ma, Enhua Wu
Real-time and robust hand tracking with a single depth camera. Vis. Comput. 30 (10) (2014)
Ziyang Ma, Kaiming He, Yichen Wei, Jian Sun, Enhua Wu
Constant Time Weighted Median Filtering for Stereo Matching and Beyond. ICCV (2013)
Shandong Wang, Ziyang Ma, Xuehui Liu, Yanyun Chen, Enhua Wu
Coherence-enhancing line drawing for color images. Sci. China Inf. Sci. 56 (11) (2013)