CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training. - Linhao Dong; Zhecheng An; Peihao Wu; Jun Zhang 066; Lu Lu 015; Zejun Ma (ACL (Findings), 2023)

Improving Large-Scale Deep Biasing With Phoneme Features and Text-Only Data in Streaming Transducer. - Jin Qiu; Lu Huang; Boyu Li; Jun Zhang 066; Lu Lu 015; Zejun Ma (ASRU, 2023)

AudioQR: Deep Neural Audio Watermarks For QR Code. - Xinghua Qu; Xiang Yin 006; Pengfei Wei 001; Lu Lu 015; Zejun Ma (IJCAI, 2023)

Knowledge Distillation Approach for Efficient Internal Language Model Estimation. - Zhipeng Chen; Haihua Xu 001; Yerbolat Khassanov; Yi He; Lu Lu 015; Zejun Ma; Ji Wu 002 (INTERSPEECH, 2023)

Language-specific Boundary Learning for Improving Mandarin-English Code-switching Speech Recognition. - Zhiyun Fan; Linhao Dong; Chen Shen 011; Zhenlin Liang; Jun Zhang 066; Lu Lu 015; Zejun Ma (INTERSPEECH, 2023)

Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer. - Lu Huang; Boyu Li; Jun Zhang 066; Lu Lu 015; Zejun Ma (INTERSPEECH, 2023)

Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition. - Yist Y. Lin; Tao Han; Haihua Xu 001; Van Tung Pham; Yerbolat Khassanov; Tze Yuang Chong; Yi He; Lu Lu 015; Zejun Ma (INTERSPEECH, 2023)

Towards Building Voice-based Conversational Recommender Systems: Datasets, Potential Solutions and Prospects. - Xinghua Qu; Hongyang Liu; Zhu Sun 001; Xiang Yin 006; Yew Soon Ong; Lu Lu 015; Zejun Ma (SIGIR, 2023)

Unleashing Infinite-Length Input Capacity for Large-scale Language Models with Self-Controlled Memory System. - Xinnian Liang; Bing Wang; Hui Huang 021; Shuangzhi Wu; Peihao Wu; Lu Lu 015; Zejun Ma; Zhoujun Li 001 (CoRR, 2023)

PolyVoice: Language Models for Speech to Speech Translation. - Qianqian Dong; Zhiying Huang; Qiao Tian 001; Chen Xu 008; Tom Ko; Yunlong Zhao 004; Siyuan Feng; Tang Li 001; Kexin Wang; Xuxin Cheng; Fengpeng Yue; Ye Bai; et al. (CoRR, 2023)

Language-specific Acoustic Boundary Learning for Mandarin-English Code-switching Speech Recognition. - Zhiyun Fan; Linhao Dong; Chen Shen 011; Zhenlin Liang; Jun Zhang 066; Lu Lu 015; Zejun Ma (CoRR, 2023)

Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models. - Guangzhi Sun; Wenyi Yu; Changli Tang; Xianzhao Chen; Tian Tan 019; Wei Li 119; Lu Lu 015; Zejun Ma; Chao Zhang 031 (CoRR, 2023)

Network Meets ChatGPT: Intent Autonomous Management, Control and Operation. - Jingyu Wang 001; Lei Zhang 094; Yiran Yang; Zirui Zhuang; Qi Qi 001; Haifeng Sun 001; Lu Lu 015; Junlan Feng; Jianxin Liao (J. Commun. Inf. Networks, 2023)

Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks. - Bo He 003; Jingyu Wang 001; Qi Qi 001; Haifeng Sun 001; Jianxin Liao; Lu Lu 015; Zhu Han 001 (IEEE Trans. Cogn. Commun. Netw., 2023)

Multi-SP Network Slicing Parallel Relieving Edge Network Conflict. - Rongxin Han; Dezhi Chen; Song Guo 001; Jingyu Wang 001; Qi Qi 001; Lu Lu 015; Jianxin Liao (IEEE Trans. Parallel Distributed Syst., 2023)

SA-SOT: Speaker-Aware Serialized Output Training for Multi-Talker ASR. - Zhiyun Fan; Linhao Dong; Jun Zhang 066; Lu Lu 015; Zejun Ma (ICASSP, 2024)

Extending Large Language Models for Speech and Audio Captioning. - Changli Tang; Wenyi Yu; Guangzhi Sun; Xianzhao Chen; Tian Tan 019; Wei Li 119; Lu Lu 015; Zejun Ma; Chao Zhang 031 (ICASSP, 2024)

Connecting Speech Encoder and Large Language Model for ASR. - Wenyi Yu; Changli Tang; Guangzhi Sun; Xianzhao Chen; Tian Tan 019; Wei Li 119; Lu Lu 015; Zejun Ma; Chao Zhang 031 (ICASSP, 2024)

PolyVoice: Language Models for Speech to Speech Translation. - Qianqian Dong; Zhiying Huang; Qi Tian 001; Chen Xu 008; Tom Ko; Yunlong Zhao 004; Siyuan Feng; Tang Li 001; Kexin Wang; Xuxin Cheng; Fengpeng Yue; Ye Bai; et al. (ICLR, 2024)

SALMONN: Towards Generic Hearing Abilities for Large Language Models. - Changli Tang; Wenyi Yu; Guangzhi Sun; Xianzhao Chen; Tian Tan 019; Wei Li 119; Lu Lu 015; Zejun Ma; Chao Zhang 031 (ICLR, 2024)

Challenges in Training PINNs: A Loss Landscape Perspective. - Pratik Rathore; Weimu Lei; Zachary Frangella; Lu Lu 015; Madeleine Udell (ICML, 2024)

video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models. - Guangzhi Sun; Wenyi Yu; Changli Tang; Xianzhao Chen; Tian Tan 019; Wei Li 119; Lu Lu 015; Zejun Ma; Yuxuan Wang 002; Chao Zhang 031 (ICML, 2024)

Can Large Language Models Understand Spatial Audio? - Changli Tang; Wenyi Yu; Guangzhi Sun; Xianzhao Chen; Tian Tan 019; Wei Li 119; Jun Zhang 066; Lu Lu 015; Zejun Ma; Yuxuan Wang 002; Chao Zhang 031 (INTERSPEECH, 2024)

MINT: Boosting Audio-Language Model via Multi-Target Pre-Training and Instruction Tuning. - Hang Zhao; Yifei Xin; Zhesong Yu; Bilei Zhu; Lu Lu 015; Zejun Ma (INTERSPEECH, 2024)

SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words. - Junyi Ao; Yuancheng Wang; Xiaohai Tian; Dekun Chen; Jun Zhang 066; Lu Lu 015; Yuxuan Wang 002; Haizhou Li 001; Zhizheng Wu 001 (NeurIPS, 2024)

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models. - Philip Anastassiou; Jiawei Chen; Jitong Chen; Yuanzhe Chen; Zhuo Chen 006; Ziyi Chen; Jian Cong; Lelai Deng; Chuang Ding; Lu Gao; Mingqing Gong; Peisong Huang; et al. (CoRR, 2024)

A Comprehensive Solution to Connect Speech Encoder and Large Language Model for ASR. - Van Tung Pham; Yist Y. Lin; Tao Han; Wei Li 119; Jun Zhang 066; Lu Lu 015; Yuxuan Wang 002 (CoRR, 2024)

Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition. - Ye Bai; Jingping Chen; Jitong Chen; Wei Chen 071; Zhuo Chen 006; Chuang Ding; Linhao Dong; Qianqian Dong; Yujiao Du; Kepan Gao; Lu Gao; Yi Guo; et al. (CoRR, 2024)

NEST-RQ: Next Token Prediction for Speech Self-Supervised Pre-Training. - Minglun Han; Ye Bai; Chen Shen 011; Youjia Huang; Mingkun Huang; Zehua Lin; Linhao Dong; Lu Lu 015; Yuxuan Wang 002 (CoRR, 2024)

Enabling Auditory Large Language Models for Automatic Speech Quality Evaluation. - Siyin Wang; Wenyi Yu; Yudong Yang; Changli Tang; Yixuan Li; Jimin Zhuang; Xianzhao Chen; Xiaohai Tian; Jun Zhang 066; Guangzhi Sun; Lu Lu 015; Chao Zhang 031 (CoRR, 2024)

SALMONN-omni: A Codec-free LLM for Full-duplex Speech Understanding and Generation. - Wenyi Yu; Siyin Wang; Xiaoyu Yang; Xianzhao Chen; Xiaohai Tian; Jun Zhang 066; Guangzhi Sun; Lu Lu 015; Yuxuan Wang 002; Chao Zhang 031 (CoRR, 2024)

Slice Sandwich: Jagged Slicing Multi-Tier Dynamic Resources for Diversified V2X Services. - Yu Liu 016; Zirui Zhuang; Qi Qi 001; Jingyu Wang 001; Dezhi Chen; Lu Lu 015; Hongwei Yang; Jianxin Liao; Zhu Han 001 (IEEE Trans. Mob. Comput., 2024)

QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions. - Siyin Wang; Wenyi Yu; Xianzhao Chen; Xiaohai Tian; Jun Zhang 066; Lu Lu 015; Yu Tsao 001; Junichi Yamagishi; Yuxuan Wang 002; Chao Zhang 031 (ACL (1), 2025)

Spy Inside: Scalable Verification of Dependable Transformers for Event Time Series Systems. - Haodong Deng; Qi Qi 001; Lu Lu 015; Zirui Zhuang; Xingyu Zeng; Jinguang Wang; Bo He 003; Wei Li 119; Jingyu Wang 001 (ICASSP, 2025)

DECC: Delay-Aware Edge-Cloud Collaboration for Accelerating DNN Inference. - Zirui Zhuang; Jianan Chen 010; Wenchao Xu 001; Qi Qi 001; Song Guo 001; Jingyu Wang 001; Lu Lu 015; Hongwei Yang; Jianxin Liao (IEEE Trans. Emerg. Top. Comput., 2025)

Solla: Towards a Speech-Oriented LLM That Hears Acoustic Context. - Junyi Ao; Dekun Chen; Xiaohai Tian; Wenjie Feng 007; Jun Zhang 066; Lu Lu 015; Yuxuan Wang 002; Haizhou Li 001; Zhizheng Wu 001 (CoRR, 2025)

SALMONN-omni: A Standalone Speech LLM without Codec Injection for Full-duplex Conversation. - Wenyi Yu; Siyin Wang; Xiaoyu Yang; Xianzhao Chen; Xiaohai Tian; Jun Zhang 066; Guangzhi Sun; Lu Lu 015; Yuxuan Wang 002; Chao Zhang 031 (CoRR, 2025)

Seed LiveInterpret 2.0: End-to-end Simultaneous Speech-to-speech Translation with Your Voice. - Shanbo Cheng; Yu Bao; Zhichao Huang; Yu Lu; Ningxin Peng; Lu Xu; Runsheng Yu; Rong Cao; Yujiao Du; Ting Han; Yuxiang Hu; Zeyang Li; et al. (CoRR, 2025)