Coded Distributed Computing Schemes with Fewer Output Functions. - Jing Jiang; Shengpeng Ji (CSAI, 2022)

Mega-TTS: Zero-Shot Text-to-Speech at Scale with Intrinsic Inductive Bias. - Ziyue Jiang 001; Yi Ren 006; Zhenhui Ye; Jinglin Liu; Chen Zhang 020; Qian Yang 006; Shengpeng Ji; Rongjie Huang 001; Chunfeng Wang; Xiang Yin 006; Zejun Ma; Zhou Zhao 001 (CoRR, 2023)

TextrolSpeech: A Text Style Control Speech Corpus With Codec Language Text-to-Speech Models. - Shengpeng Ji; Jialong Zuo; Minghui Fang 002; Ziyue Jiang 001; Feiyang Chen; Xinyu Duan; Baoxing Huai; Zhou Zhao 001 (CoRR, 2023)

MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech. - Shengpeng Ji; Ziyue Jiang 001; Hanting Wang; Jialong Zuo; Zhou Zhao 001 (ACL (1), 2024)

AudioVSR: Enhancing Video Speech Recognition with Audio Data. - Xiaoda Yang; Xize Cheng; Jiaqi Duan; Hongshun Qiu; Minjie Hong; Minghui Fang 002; Shengpeng Ji; Jialong Zuo; Zhiqing Hong; Zhimeng Zhang; Tao Jin 004 (EMNLP, 2024)

TextrolSpeech: A Text Style Control Speech Corpus with Codec Language Text-to-Speech Models. - Shengpeng Ji; Jialong Zuo; Minghui Fang 002; Ziyue Jiang 004; Feiyang Chen; Xinyu Duan; Baoxing Huai; Zhou Zhao 001 (ICASSP, 2024)

Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis. - Ziyue Jiang 001; Jinglin Liu; Yi Ren 006; Jinzheng He; Zhenhui Ye; Shengpeng Ji; Qian Yang 006; Chen Zhang 020; Pengfei Wei 001; Chunfeng Wang; Xiang Yin 006; Zejun Ma; et al. (ICLR, 2024)

SyncTalklip: Highly Synchronized Lip-Readable Speaker Generation with Multi-Task Learning. - Xiaoda Yang; Xize Cheng; Dongjie Fu; Minghui Fang 002; Jialong Zuo; Shengpeng Ji; Zhou Zhao 001; Tao Jin 004 (ACM Multimedia, 2024)

MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech. - Shengpeng Ji; Ziyue Jiang 004; Hanting Wang; Jialong Zuo; Zhou Zhao 001 (CoRR, 2024)

Language-Codec: Reducing the Gaps Between Discrete Codec Representation and Speech Language Models. - Shengpeng Ji; Minghui Fang 002; Ziyue Jiang 001; Rongjie Huang 001; Jialong Zuo; Shulei Wang; Zhou Zhao 001 (CoRR, 2024)

Unlocking the Potential of Multimodal Unified Discrete Representation through Training-Free Codebook Optimization and Hierarchical Alignment. - Hai Huang 013; Yan Xia 006; Shengpeng Ji; Shulei Wang; Hanting Wang; Jieming Zhu; Zhenhua Dong; Zhou Zhao 001 (CoRR, 2024)

ControlSpeech: Towards Simultaneous Zero-shot Speaker Cloning and Zero-shot Language Style Control With Decoupled Codec. - Shengpeng Ji; Jialong Zuo; Minghui Fang 002; Siqi Zheng; Qian Chen 003; Wen Wang 001; Ziyue Jiang 001; Hai Huang 013; Xize Cheng; Rongjie Huang 001; Zhou Zhao 001 (CoRR, 2024)

ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling. - Minghui Fang 002; Shengpeng Ji; Jialong Zuo; Hai Huang 013; Yan Xia 006; Jieming Zhu; Xize Cheng; Xiaoda Yang; Wenrui Liu 003; Gang Wang; Zhenhua Dong; Zhou Zhao 001 (CoRR, 2024)

FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs. - Keyu An; Qian Chen 003; Chong Deng; Zhihao Du; Changfeng Gao; Zhifu Gao; Yue Gu; Ting He; Hangrui Hu; Kai Hu; Shengpeng Ji; Yabin Li; et al. (CoRR, 2024)

WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling. - Shengpeng Ji; Ziyue Jiang 001; Xize Cheng; Yifu Chen; Minghui Fang 002; Jialong Zuo; Qian Yang 006; Ruiqi Li; Ziang Zhang; Xiaoda Yang; Rongjie Huang 001; Yidi Jiang; et al. (CoRR, 2024)

MuVi: Video-to-Music Generation with Semantic Alignment and Rhythmic Synchronization. - Ruiqi Li; Siqi Zheng; Xize Cheng; Ziang Zhang; Shengpeng Ji; Zhou Zhao 001 (CoRR, 2024)

OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup. - Xize Cheng; Siqi Zheng; Zehan Wang 001; Minghui Fang 002; Ziang Zhang; Rongjie Huang 001; Ziyang Ma; Shengpeng Ji; Jialong Zuo; Tao Jin 004; Zhou Zhao 001 (CoRR, 2024)

WavChat: A Survey of Spoken Dialogue Models. - Shengpeng Ji; Yifu Chen; Minghui Fang 002; Jialong Zuo; Jingyu Lu; Hanting Wang; Ziyue Jiang 001; Long Zhou; Shujie Liu 001; Xize Cheng; Xiaoda Yang; Zehan Wang 001; et al. (CoRR, 2024)

LLaVA-MR: Large Language-and-Vision Assistant for Video Moment Retrieval. - Weiheng Lu; Jian Li; An Yu; Ming-Ching Chang; Shengpeng Ji; Min Xia (CoRR, 2024)

Generating Neural Networks for Diverse Networking Classification Tasks via Hardware-Aware Neural Architecture Search. - Guorui Xie; Qing Li 006; Zhenning Shi; Hanbin Fang; Shengpeng Ji; Yong Jiang 001; Zhenhui Yuan; Lianbo Ma; Mingwei Xu (IEEE Trans. Computers, 2024)

Speech Watermarking with Discrete Intermediate Representations. - Shengpeng Ji; Ziyue Jiang 001; Jialong Zuo; Minghui Fang 002; Yifu Chen; Tao Jin 004; Zhou Zhao 001 (AAAI, 2025)

T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback. - Zehan Wang 001; Ke Lei; Chen Zhu; Jiawei Huang 008; Sashuai Zhou; Luping Liu; Xize Cheng; Shengpeng Ji; Zhenhui Ye; Tao Jin 004; Zhou Zhao 001 (ACL (1), 2025)

CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling. - Minghui Fang 002; Shengpeng Ji; Jialong Zuo; Hai Huang 013; Yan Xia 006; Jieming Zhu; Xize Cheng; Xiaoda Yang; Wenrui Liu 003; Gang Wang; Zhenhua Dong; Zhou Zhao 001 (ACL (1), 2025)

Enhancing Multimodal Unified Representations for Cross Modal Generalization. - Hai Huang 013; Yan Xia 006; Shengpeng Ji; Shulei Wang; Hanting Wang; Minghui Fang 002; Jieming Zhu; Zhenhua Dong; Sashuai Zhou; Zhou Zhao 001 (ACL (Findings), 2025)

WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models. - Yifu Chen; Shengpeng Ji; Haoxiao Wang; Ziqing Wang; Siyu Chen; Jinzheng He; Jin Xu; Zhou Zhao (ACL (1), 2025)

Language-Codec: Bridging Discrete Codec Representations and Speech Language Models. - Shengpeng Ji; Minghui Fang 002; Jialong Zuo; Ziyue Jiang 004; Dingdong Wang; Hanting Wang; Hai Huang 013; Zhou Zhao 001 (ACL (1), 2025)

ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control. - Shengpeng Ji; Qian Chen 003; Wen Wang 001; Jialong Zuo; Minghui Fang 002; Ziyue Jiang 004; Hai Huang 013; Zehan Wang 001; Xize Cheng; Siqi Zheng; Zhou Zhao 001 (ACL (1), 2025)

UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook. - Yidi Jiang; Qian Chen 003; Shengpeng Ji; Yu Xi; Wen Wang 001; Chong Zhang 003; Xianghu Yue; Shiliang Zhang; Haizhou Li 001 (ACL (1), 2025)

InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training. - Dingdong Wang; Jin Xu; Ruihang Chu; Zhifang Guo; Xiong Wang; Jincenzi Wu; Dongchao Yang; Shengpeng Ji; Junyang Lin (ACL (1), 2025)

Rhythm Controllable and Efficient Zero-Shot Voice Conversion via Shortcut Flow Matching. - Jialong Zuo; Shengpeng Ji; Minghui Fang 002; Mingze Li; Ziyue Jiang 001; Xize Cheng; Xiaoda Yang; Feiyang Chen; Xinyu Duan; Zhou Zhao 001 (ACL (1), 2025)

VoxpopuliTTS: a large-scale multilingual TTS corpus for zero-shot speech generation. - Wenrui Liu 003; Jionghao Bai; Xize Cheng; Jialong Zuo; Ziyue Jiang 001; Shengpeng Ji; Minghui Fang 002; Xiaoda Yang; Qian Yang 006; Zhou Zhao 001 (COLING, 2025)

SpatialCLIP: Learning 3D-aware Image Representations from Spatially Discriminative Language. - Zehan Wang 001; Sashuai Zhou; Shaoxuan He; Haifeng Huang; Lihe Yang; Ziang Zhang; Xize Cheng; Shengpeng Ji; Tao Jin 004; Hengshuang Zhao; Zhou Zhao 001 (CVPR, 2025)

Enhancing Expressive Voice Conversion with Discrete Pitch-Conditioned Flow Matching Model. - Jialong Zuo; Shengpeng Ji; Minghui Fang 002; Ziyue Jiang 001; Xize Cheng; Qian Yang 006; Wenrui Liu 003; Guangyan Zhang; Zehai Tu; Yiwen Guo; Zhou Zhao 001 (ICASSP, 2025)

OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces. - Zehan Wang 001; Ziang Zhang; Minjie Hong; Hang Zhang; Luping Liu; Rongjie Huang 001; Xize Cheng; Shengpeng Ji; Tao Jin 004; Hengshuang Zhao; Zhou Zhao 001 (ICLR, 2025)

VoxDialogue: Can Spoken Dialogue Systems Understand Information Beyond Words? - Xize Cheng; Ruofan Hu; Xiaoda Yang; Jingyu Lu; Dongjie Fu; Zehan Wang 001; Shengpeng Ji; Rongjie Huang 001; Boyang Zhang; Tao Jin 004; Zhou Zhao 001 (ICLR, 2025)

OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup. - Xize Cheng; Siqi Zheng; Zehan Wang 001; Minghui Fang 002; Ziang Zhang; Rongjie Huang 001; Shengpeng Ji; Jialong Zuo; Tao Jin 004; Zhou Zhao 001 (ICLR, 2025)

WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling. - Shengpeng Ji; Ziyue Jiang 001; Wen Wang 001; Yifu Chen; Minghui Fang 002; Jialong Zuo; Qian Yang 006; Xize Cheng; Zehan Wang 001; Ruiqi Li; Ziang Zhang; Xiaoda Yang; et al. (ICLR, 2025)

OmniChat: Enhancing Spoken Dialogue Systems with Scalable Synthetic Data for Diverse Scenarios. - Xize Cheng; Dongjie Fu; Xiaoda Yang; Minghui Fang 002; Ruofan Hu; Jingyu Lu; Jionghao Bai; Zehan Wang 001; Shengpeng Ji; Rongjie Huang 001; Linjun Li; Yu Chen; et al. (CoRR, 2025)

WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models. - Yifu Chen; Shengpeng Ji; Haoxiao Wang; Ziqing Wang; Siyu Chen; Jinzheng He; Jin Xu; Zhou Zhao 001 (CoRR, 2025)

Sparse Alignment Enhanced Latent Diffusion Transformer for Zero-Shot Speech Synthesis. - Ziyue Jiang 001; Yi Ren 006; Ruiqi Li; Shengpeng Ji; Zhenhui Ye; Chen Zhang 020; Jionghao Bai; Xiaoda Yang; Jialong Zuo; Yu Zhang 126; Rui Liu 008; Xiang Yin 006; et al. (CoRR, 2025)

Astrea: A MOE-based Visual Understanding Model with Progressive Alignment. - Xiaoda Yang; Junyu Lu; Hongshun Qiu; Sijing Li; Hao Li; Shengpeng Ji; Xudong Tang; Jiayang Xu; Jiaqi Duan; Ziyue Jiang 001; Cong Lin; Sihang Cai; et al. (CoRR, 2025)

WavReward: Spoken Dialogue Models With Generalist Reward Evaluators. - Shengpeng Ji; Tianle Liang; Yangzhuo Li; Jialong Zuo; Minghui Fang 002; Jinzheng He; Yifu Chen; Zhengqing Liu; Ziyue Jiang 001; Xize Cheng; Siqi Zheng; Jin Xu; et al. (CoRR, 2025)

IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models. - Hanting Wang; Tao Jin 004; Wang Lin; Shulei Wang; Hai Huang 013; Shengpeng Ji; Zhou Zhao 001 (CoRR, 2025)

Open-set Cross Modal Generalization via Multimodal Unified Representation. - Hai Huang 013; Yan Xia 006; Shulei Wang; Hanting Wang; Minghui Fang 002; Shengpeng Ji; Sashuai Zhou; Tao Jin 004; Zhou Zhao 001 (CoRR, 2025)

TAP: Parameter-efficient Task-Aware Prompting for Adverse Weather Removal. - Hanting Wang; Shengpeng Ji; Shulei Wang; Hai Huang 013; Xiao Jin; Qifei Zhang; Tao Jin 004 (CoRR, 2025)