Speaker Diarisation Using 2D Self-attentive Combination of Embeddings. - Guangzhi Sun; Chao Zhang 031; Philip C. Woodland (ICASSP, 2019)

Generating Diverse and Natural Text-to-Speech Samples Using a Quantized Fine-Grained VAE and Autoregressive Prosody Prior. - Guangzhi Sun; Yu Zhang 033; Ron J. Weiss; Yuan Cao 007; Heiga Zen; Andrew Rosenberg; Bhuvana Ramabhadran; Yonghui Wu (ICASSP, 2020)

Fully-Hierarchical Fine-Grained Prosody Modeling For Interpretable Speech Synthesis. - Guangzhi Sun; Yu Zhang 033; Ron J. Weiss; Yuan Cao 007; Heiga Zen; Yonghui Wu (ICASSP, 2020)

Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior. - Guangzhi Sun; Yu Zhang 033; Ron J. Weiss; Yuan Cao 007; Heiga Zen; Andrew Rosenberg; Bhuvana Ramabhadran; Yonghui Wu (CoRR, 2020)

Cross-Utterance Language Models with Acoustic Error Sampling. - Guangzhi Sun; Chao Zhang 031; Philip C. Woodland (CoRR, 2020)

Tree-Constrained Pointer Generator for End-to-End Contextual Speech Recognition. - Guangzhi Sun; Chao Zhang 031; Philip C. Woodland (ASRU, 2021)

Transformer Language Models with LSTM-Based Cross-Utterance Information Representation. - Guangzhi Sun; Chao Zhang 031; Philip C. Woodland (ICASSP, 2021)

Content-Aware Speaker Embeddings for Speaker Diarisation. - Guangzhi Sun; D. Liu; Chao Zhang 031; Philip C. Woodland (ICASSP, 2021)

Combination of deep speaker embeddings for diarisation. - Guangzhi Sun; Chao Zhang 031; Philip C. Woodland (Neural Networks, 2021)

Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech. - Yang Li 116; Cheng Yu; Guangzhi Sun; Hua Jiang; Fanglei Sun; Weiqin Zu; Ying Wen 001; Yang Yang 001; Jun Wang 012 (ACL (1), 2022)

Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition. - Guangzhi Sun; Chao Zhang 031; Philip C. Woodland (INTERSPEECH, 2022)

TorchAudio 2.1: Advancing Speech Recognition, Self-Supervised Learning, and Audio Processing Components for Pytorch. - Jeff Hwang; Moto Hira; Caroline Chen; Xiaohui Zhang 007; Zhaoheng Ni; Guangzhi Sun; Pingchuan Ma 001; Ruizhe Huang; Vineel Pratap; Yuekai Zhang; Anurag Kumar 003; Chin-Yun Yu; et al. (ASRU, 2023)

Spectral Clustering-Aware Learning of Embeddings for Speaker Diarisation. - Evonne P. C. Lee; Guangzhi Sun; Chao Zhang 031; Philip C. Woodland (ICASSP, 2023)

End-to-End Spoken Language Understanding with Tree-Constrained Pointer Generator. - Guangzhi Sun; Chao Zhang 031; Philip C. Woodland (ICASSP, 2023)

Can Contextual Biasing Remain Effective with Whisper and GPT-2? - Guangzhi Sun; Xianrui Zheng; Chao Zhang 031; Philip C. Woodland (INTERSPEECH, 2023)

Affect Recognition in Conversations Using Large Language Models. - Shutong Feng; Guangzhi Sun; Nurul Lubis; Chao Zhang 031; Milica Gasic (CoRR, 2023)

Conditional Diffusion Model for Target Speaker Extraction. - Theodor Nguyen; Guangzhi Sun; Xianrui Zheng; Chao Zhang 031; Philip C. Woodland (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)

TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch. - Jeff Hwang; Moto Hira; Caroline Chen; Xiaohui Zhang 007; Zhaoheng Ni; Guangzhi Sun; Pingchuan Ma 001; Ruizhe Huang; Vineel Pratap; Yuekai Zhang; Anurag Kumar 003; Chin-Yun Yu; et al. (CoRR, 2023)

Minimising Biasing Word Errors for Contextual ASR With the Tree-Constrained Pointer Generator. - Guangzhi Sun; Chao Zhang 031; Philip C. Woodland (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

M³AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset. - Zhe Chen 024; Heyang Liu; Wenyi Yu; Guangzhi Sun; Hongcheng Liu; Ji Wu; Chao Zhang 031; Yu Wang 027; Yanfeng Wang 001 (ACL (1), 2024)

Speech-based Slot Filling using Large Language Models. - Guangzhi Sun; Shutong Feng; Dongcheng Jiang; Chao Zhang 031; Milica Gasic; Philip C. Woodland (ACL (Findings), 2024)

Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents. - Guangzhi Sun; Xiao Zhan; Jose Such (CUI, 2024)

Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation. - Nineli Lashkarashvili; Wen Wu 007; Guangzhi Sun; Philip C. Woodland (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)

Enhancing Quantised End-to-End ASR Models Via Personalisation. - Qiuming Zhao; Guangzhi Sun; Chao Zhang 031; Mingxing Xu; Thomas Fang Zheng (ICASSP, 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)

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)

SAML: Speaker Adaptive Mixture of LoRA Experts for End-to-End ASR. - Qiuming Zhao; Guangzhi Sun; Chao Zhang 031; Mingxing Xu; Thomas Fang Zheng (INTERSPEECH, 2024)

Whisper-PMFA: Partial Multi-Scale Feature Aggregation for Speaker Verification using Whisper Models. - Yiyang Zhao; Shuai Wang 016; Guangzhi Sun; Zehua Chen; Chao Zhang 031; Mingxing Xu; Thomas Fang Zheng (INTERSPEECH, 2024)

SOT Triggered Neural Clustering for Speaker Attributed ASR. - Xianrui Zheng; Guangzhi Sun; Chao Zhang 031; Philip C. Woodland (INTERSPEECH, 2024)

Affect Recognition in Conversations Using Large Language Models. - Shutong Feng; Guangzhi Sun; Nurul Lubis; Wen Wu 007; Chao Zhang 031; Milica Gasic (SIGDIAL, 2024)

Hierarchical Multi-Path and Multi-Model Selection For Fake Speech Detection. - Chang Feng; Yiyang Zhao; Guangzhi Sun; Zehua Chen; Shuai Wang 016; Chao Zhang 031; Mingxing Xu; Thomas Fang Zheng (SLT, 2024)

Large language models surpass human experts in predicting neuroscience results. - Xiaoliang Luo; Akilles Rechardt; Guangzhi Sun; Kevin K. Nejad; Felipe Yáñez; Bati Yilmaz; Kangjoo Lee; Alexandra O. Cohen; Valentina Borghesani; Anton Pashkov; Daniele Marinazzo; Jonathan Nicholas; et al. (CoRR, 2024)

M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset. - Zhe Chen 024; Heyang Liu; Wenyi Yu; Guangzhi Sun; Hongcheng Liu; Ji Wu; Chao Zhang 031; Yu Wang 027; Yanfeng Wang 001 (CoRR, 2024)

Matching domain experts by training from scratch on domain knowledge. - Xiaoliang Luo; Guangzhi Sun; Bradley C. Love (CoRR, 2024)

CrossCheckGPT: Universal Hallucination Ranking for Multimodal Foundation Models. - Guangzhi Sun; Potsawee Manakul; Adian Liusie; Kunat Pipatanakul; Chao Zhang 031; Philip C. Woodland; Mark J. F. Gales (CoRR, 2024)

Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning. - Keqi Deng; Guangzhi Sun; Philip C. Woodland (CoRR, 2024)

Speaker Adaptation for Quantised End-to-End ASR Models. - Qiuming Zhao; Guangzhi Sun; Chao Zhang 031; Mingxing Xu; Thomas Fang Zheng (CoRR, 2024)

Extract and Diffuse: Latent Integration for Improved Diffusion-based Speech and Vocal Enhancement. - Yudong Yang; Zhan Liu; Wenyi Yu; Guangzhi Sun; Qiuqiang Kong; Chao Zhang (CoRR, 2024)

Enhancing Low-Resource Language and Instruction Following Capabilities of Audio Language Models. - Potsawee Manakul; Guangzhi Sun; Warit Sirichotedumrong; Kasima Tharnpipitchai; Kunat Pipatanakul (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)

Enhancing Multimodal LLM for Detailed and Accurate Video Captioning using Multi-Round Preference Optimization. - Changli Tang; Yixuan Li; Yudong Yang; Jimin Zhuang; Guangzhi Sun; Wei Li; Zujun Ma; Chao Zhang (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)

Cross-Utterance Conditioned VAE for Speech Generation. - Yang Li 116; Cheng Yu; Guangzhi Sun; Weiqin Zu; Zheng Tian 002; Ying Wen 001; Wei Pan 004; Chao Zhang 031; Jun Wang 012; Yang Yang 001; Fanglei Sun (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Graph Neural Networks for Contextual ASR With the Tree-Constrained Pointer Generator. - Guangzhi Sun; Chao Zhang 031; Philip C. Woodland (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

SkillAggregation: Reference-free LLM-Dependent Aggregation. - Guangzhi Sun; Anmol Kagrecha; Potsawee Manakul; Philip C. Woodland; Mark J. F. Gales (ACL (1), 2025)

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; Guangzhi Sun; Lu Lu; Chao Zhang (ICASSP, 2025)

Bayesian WeakS-to-Strong from Text Classification to Generation. - Ziyun Cui; Ziyang Zhang; Guangzhi Sun; Wen Wu 007; Chao Zhang 031 (ICLR, 2025)

Wav2Prompt: End-to-End Speech Prompt Learning and Task-based Fine-tuning for Text-based LLMs. - Keqi Deng; Guangzhi Sun; Philip C. Woodland (NAACL (Long Papers), 2025)

Knowledge-aware audio-grounded generative slot filling for limited annotated data. - Guangzhi Sun; Chao Zhang 031; Ivan Vulic; Pawel Budzianowski; Philip C. Woodland (Comput. Speech Lang., 2025)

CASE-Bench: Context-Aware Safety Evaluation Benchmark for Large Language Models. - Guangzhi Sun; Xiao Zhan; Shutong Feng; Philip C. Woodland; Jose Such (CoRR, 2025)

video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model. - Guangzhi Sun; Yudong Yang; Jimin Zhuang; Changli Tang; Yixuan Li; Wei Li; Zejun Ma; Chao Zhang (CoRR, 2025)

Low-Rank and Sparse Model Merging for Multi-Lingual Speech Recognition and Translation. - Qiuming Zhao; Guangzhi Sun; Chao Zhang 031; Mingxing Xu; Thomas Fang Zheng (CoRR, 2025)

Improving LLM Video Understanding with 16 Frames Per Second. - Yixuan Li; Changli Tang; Jimin Zhuang; Yudong Yang; Guangzhi Sun; Wei Li 119; Zejun Ma; Chao Zhang 031 (CoRR, 2025)

ACVUBench: Audio-Centric Video Understanding Benchmark. - Yudong Yang; Jimin Zhuang; Guangzhi Sun; Changli Tang; Yixuan Li; Peihan Li; Yifan Jiang; Wei Li; Zejun Ma; Chao Zhang (CoRR, 2025)

Unlearning vs. Obfuscation: Are We Truly Removing Knowledge? - Guangzhi Sun; Potsawee Manakul; Xiao Zhan; Mark J. F. Gales (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)

Investigation of Zero-shot Text-to-Speech Models for Enhancing Short-Utterance Speaker Verification. - Yiyang Zhao; Shuai Wang 016; Guangzhi Sun; Zehua Chen; Chao Zhang 031; Mingxing Xu; Thomas Fang Zheng (CoRR, 2025)

video-SALMONN 2: Captioning-Enhanced Audio-Visual Large Language Models. - Changli Tang; Yixuan Li; Yudong Yang; Jimin Zhuang; Guangzhi Sun; Wei Li 119; Zejun Ma; Chao Zhang 031 (CoRR, 2025)