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2020 – today
- 2026
[j2]Ziyang Ma
, Guanrou Yang, Wenxi Chen, Zhifu Gao, Yexing Du, Xiquan Li, Zhisheng Zheng, Haina Zhu, Jianheng Zhuo, Zheshu Song, Ruiyang Xu, Tiranrui Wang, Yifan Yang, Yanqiao Zhu, Zhikang Niu, Liumeng Xue, Yinghao Ma, Ruibin Yuan, Shiliang Zhang, Kai Yu, Eng Siong Chng, Xie Chen:
SLAM-LLM: A Modular, Open-Source Multimodal Large Language Model Framework and Best Practice for Speech, Language, Audio and Music Processing. IEEE J. Sel. Top. Signal Process. 20(1): 63-76 (2026)- [c14]Xiaoqian Liu, Xiyan Gui, Zhengkun Ge, Yuan Ge, Chang Zou, Jiacheng Liu, Zhikang Niu, Qixi Zheng, Chen Xu, Xie Chen, Tong Xiao, Jingbo Zhu, Linfeng Zhang:
WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation. AAAI 2026: 32177-32185 - [c13]Wenxi Chen, Ruiqi Yan, Yushen Chen, Zhikang Niu, Ziyang Ma, Xiquan Li, Yuzhe Liang, Wenhan Lin, Shunshun Yin, Ming Tao, Xinsheng Wang, Xie Chen:
SAC: Neural Speech Codec with Semantic-Acoustic Dual-Stream Quantization. ACL (1) 2026: 3030-3048 - [c12]Tianrui Wang, Ziyang Ma, Yizhou Peng, Haoyu Wang, Zhikang Niu, Zikang Huang, Yihao Wu, Yi-Wen Chao, Yu Jiang, Yuheng Lu, Guanrou Yang, Xuanchen Li, Hexin Liu, Chunyu Qiang, Cheng Gong, Yifan Yang, Tianchi Liu, Junyu Wang, Nana Hou, Meng Ge, Fuming You, Yang Wei, Zhongqian Sun, Haifeng Hu, Xiaobao Wang, Eng Siong Chng, Xie Chen, Longbiao Wang, Jianwu Dang:
Evaluating the Expressive Appropriateness of Speech in Rich Contexts. ACL (1) 2026: 9088-9106 - [c11]Xiquan Li, Junxi Liu, Yuzhe Liang, Zhikang Niu, Wenxi Chen, Xie Chen:
MeanAudio: Fast and Faithful Text-to-Audio Generation with Mean Flows. ACL (1) 2026: 14378-14393 - [i21]Ziyang Ma, Guanrou Yang, Wenxi Chen, Zhifu Gao, Yexing Du, Xiquan Li, Zhisheng Zheng, Haina Zhu, Jianheng Zhuo, Zheshu Song, Ruiyang Xu, Tiranrui Wang, Yifan Yang, Yanqiao Zhu, Zhikang Niu, Liumeng Xue, Yinghao Ma, Ruibin Yuan, Shiliang Zhang, Kai Yu, Eng Siong Chng, Xie Chen:
SLAM-LLM: A Modular, Open-Source Multimodal Large Language Model Framework and Best Practice for Speech, Language, Audio and Music Processing. CoRR abs/2601.09385 (2026) - [i20]Yushen Chen, Junzhe Liu, Yujie Tu, Zhikang Niu, Yuzhe Liang, Kai Yu, Chunyu Qiang, Chen Zhang, Xie Chen:
Habibi: Laying the Open-Source Foundation of Unified-Dialectal Arabic Speech Synthesis. CoRR abs/2601.13802 (2026) - [i19]Rixi Xu, Qingyu Liu, Haitao Li, Yushen Chen, Zhikang Niu, Yunting Yang, Jian Zhao, Keqin Li, Berrak Sisman, Qinyuan Cheng, Xipeng Qiu, Kai Yu, Xie Chen:
X-Voice: Enabling Everyone to Speak 30 Languages via Zero-Shot Cross-Lingual Voice Cloning. CoRR abs/2605.05611 (2026) - [i18]Guanrou Yang, Tian Tan, Qian Chen, Zhikang Niu, Yakun Song, Ziyang Ma, Yushen Chen, Zeyu Xie, Tianrui Wang, Yifan Yang, Wenxi Chen, Qi Chen, Wenrui Liu, Shan Yang, Xie Chen:
WavCube: Unifying Speech Representation for Understanding and Generation via Semantic-Acoustic Joint Modeling. CoRR abs/2605.06407 (2026) - [i17]Ziyang Ma, Ruiqi Yan, Ruiyang Xu, Jie Fang, Zhikang Niu, Yi-Wen Chao, Wenming Tu, Tianrui Wang, Auden, Qi Chen, Wenxi Chen, Jiaying Chi, Yanru Huo, Zixuan Jiang, Xiquan Li, Yalin Li, Junxi Liu, Minghao Liu, Binghao Qiang, Yijia Shan, Zheshu Song, Tian Tan, Zixiang Wang, Zeyu Xie, Zhifei Xie, Xiaoyu Xing, Qixiang Xu, Chen Yang, Guanrou Yang, Shan Yang, Yifan Yang, Steve Yves, Haotian Zhang, Haina Zhu, Kai Yu, Liefeng Bo, Eng-Siong Chng, Xie Chen:
MMAE: A Massive Multitask Audio Editing Benchmark. CoRR abs/2606.07229 (2026) - 2025
- [j1]Wei Zhao, Zhikang Niu, Juliang Xiao, Sijiang Liu, Haitao Liu:
Deep Learning-Based Real-Time Precise Pose Estimation Using Differential Magnetic Signals in the Dual-Robot Processing System. IEEE Trans. Instrum. Meas. 74: 1-11 (2025) - [c10]Wenxi Chen, Ziyang Ma, Ruiqi Yan, Yuzhe Liang, Xiquan Li, Ruiyang Xu, Zhikang Niu, Yanqiao Zhu, Yifan Yang, Zhanxun Liu, Kai Yu, Yuxuan Hu, Jinyu Li, Yan Lu, Shujie Liu, Xie Chen:
SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training. ACL (Findings) 2025: 2262-2282 - [c9]Yushen Chen, Zhikang Niu, Ziyang Ma, Keqi Deng, Chunhui Wang, Jian Zhao, Kai Yu, Xie Chen:
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching. ACL (1) 2025: 6255-6271 - [c8]Ruiqi Yan, Xiquan Li, Wenxi Chen, Zhikang Niu, Chen Yang, Ziyang Ma, Kai Yu, Xie Chen:
URO-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models. EMNLP (Findings) 2025: 17211-17242 - [c7]Chenpeng Du, Yiwei Guo, Hankun Wang, Yifan Yang, Zhikang Niu, Shuai Wang, Hui Zhang, Xie Chen, Kai Yu:
VALL-T: Decoder-Only Generative Transducer for Robust and Decoding-Controllable Text-to-Speech. ICASSP 2025: 1-5 - [c6]Tianrui Wang, Meng Ge, Zhikang Niu, Cheng Gong, Chunyu Qiang, Haoyu Wang, Zikang Huang, Ziyang Ma, Xiaobao Wang, Xie Chen, Longbiao Wang, Jianwu Dang:
A Progressive Generation Framework with Speech Pre-trained Model for Expressive Voice Conversion. ICME 2025: 1-6 - [c5]Jeongsoo Choi, Zhikang Niu, Ji-Hoon Kim, Chunhui Wang, Joon Son Chung, Xie Chen:
Accelerating Diffusion-based Text-to-Speech Model Trainingwith Dual Modality Alignment. INTERSPEECH 2025 - [c4]Qixi Zheng, Yushen Chen, Zhikang Niu, Ziyang Ma, Xiaofei Wang, Kai Yu, Xie Chen:
Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling. INTERSPEECH 2025 - [c3]Guanrou Yang, Chen Yang, Qian Chen, Ziyang Ma, Wenxi Chen, Wen Wang, Tianrui Wang, Yifan Yang, Zhikang Niu, Wenrui Liu, Fan Yu, Zhihao Du, Zhifu Gao, Shiliang Zhang, Xie Chen:
EmoVoice: LLM-based Emotional Text-To-Speech Model with Freestyle Text Prompting. ACM Multimedia 2025: 10748-10757 - [i16]Ruiqi Yan, Xiquan Li, Wenxi Chen, Zhikang Niu, Chen Yang, Ziyang Ma, Kai Yu, Xie Chen:
URO-Bench: A Comprehensive Benchmark for End-to-End Spoken Dialogue Models. CoRR abs/2502.17810 (2025) - [i15]Guanrou Yang, Chen Yang, Qian Chen, Ziyang Ma, Wenxi Chen, Wen Wang, Tianrui Wang, Yifan Yang, Zhikang Niu, Wenrui Liu, Fan Yu, Zhihao Du, Zhifu Gao, Shiliang Zhang, Xie Chen:
EmoVoice: LLM-based Emotional Text-To-Speech Model with Freestyle Text Prompting. CoRR abs/2504.12867 (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) - [i13]Jeongsoo Choi, Zhikang Niu, Ji-Hoon Kim, Chunhui Wang, Joon Son Chung, Xie Chen:
Accelerating Diffusion-based Text-to-Speech Model Training with Dual Modality Alignment. CoRR abs/2505.19595 (2025) - [i12]Qixi Zheng, Yushen Chen, Zhikang Niu, Ziyang Ma, Xiaofei Wang, Kai Yu, Xie Chen:
Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling. CoRR abs/2505.19931 (2025) - [i11]Xiquan Li, Junxi Liu, Yuzhe Liang, Zhikang Niu, Wenxi Chen, Xie Chen:
MeanAudio: Fast and Faithful Text-to-Audio Generation with Mean Flows. CoRR abs/2508.06098 (2025) - [i10]Qingyu Liu, Yushen Chen, Zhikang Niu, Chunhui Wang, Yunting Yang, Bowen Zhang, Jian Zhao, Pengcheng Zhu, Kai Yu, Xie Chen:
Cross-Lingual F5-TTS: Towards Language-Agnostic Voice Cloning and Speech Synthesis. CoRR abs/2509.14579 (2025) - [i9]Wenhao Guan, Zhikang Niu, Ziyue Jiang, Kaidi Wang, Peijie Chen, Qingyang Hong, Lin Li, Xie Chen:
UniVoice: Unifying Autoregressive ASR and Flow-Matching based TTS with Large Language Models. CoRR abs/2510.04593 (2025) - [i8]Yakun Song, Xiaobin Zhuang, Jiawei Chen, Zhikang Niu, Guanrou Yang, Chenpeng Du, Dongya Jia, Zhuo Chen, Yuping Wang, Yuxuan Wang, Xie Chen:
DiSTAR: Diffusion over a Scalable Token Autoregressive Representation for Speech Generation. CoRR abs/2510.12210 (2025) - [i7]Wenxi Chen, Xinsheng Wang, Ruiqi Yan, Yushen Chen, Zhikang Niu, Ziyang Ma, Xiquan Li, Yuzhe Liang, Hanlin Wen, Shunshun Yin, Ming Tao, Xie Chen:
SAC: Neural Speech Codec with Semantic-Acoustic Dual-Stream Quantization. CoRR abs/2510.16841 (2025) - [i6]Zihan Liu, Zhikang Niu, Qiuyang Xiao, Zhisheng Zheng, Ruoqi Yuan, Yuhang Zang, Yuhang Cao, Xiaoyi Dong, Jianze Liang, Xie Chen, Leilei Sun, Dahua Lin, Jiaqi Wang:
STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence. CoRR abs/2510.24693 (2025) - [i5]Pengchao Feng, Yao Xiao, Ziyang Ma, Zhikang Niu, Shuai Fan, Yao Li, Sheng Wang, Xie Chen:
Task Vector in TTS: Toward Emotionally Expressive Dialectal Speech Synthesis. CoRR abs/2512.18699 (2025) - 2024
- [c2]Zhikang Niu, Sanyuan Chen, Long Zhou, Ziyang Ma, Xie Chen, Shujie Liu:
NDVQ: Robust Neural Audio Codec With Normal Distribution-Based Vector Quantization. SLT 2024: 705-710 - [i4]Chenpeng Du, Yiwei Guo, Hankun Wang, Yifan Yang, Zhikang Niu, Shuai Wang, Hui Zhang, Xie Chen, Kai Yu:
VALL-T: Decoder-Only Generative Transducer for Robust and Decoding-Controllable Text-to-Speech. CoRR abs/2401.14321 (2024) - [i3]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) - [i2]Yushen Chen, Zhikang Niu, Ziyang Ma, Keqi Deng, Chunhui Wang, Jian Zhao, Kai Yu, Xie Chen:
F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching. CoRR abs/2410.06885 (2024) - 2023
- [c1]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 - [i1]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)
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