Guangzhi Sun

Publication Activity (10 Years)

Years Active: 2019-2025
Publications (10 Years): 60

Top Topics

Spectral Clustering

Speech Recognition

Top Venues

Publications

Guangzhi Sun, Chao Zhang, Ivan Vulic, Pawel Budzianowski, Philip C. Woodland
Knowledge-aware audio-grounded generative slot filling for limited annotated data. Comput. Speech Lang. 89 (2025)
Guangzhi Sun, Xiao Zhan, Jose Such
Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents. CoRR (2024)
Nineli Lashkarashvili, Wen Wu, Guangzhi Sun, Philip C. Woodland
Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation. ICASSP (2024)
Ziyun Cui, Ziyang Zhang, Wen Wu, Guangzhi Sun, Chao Zhang
Bayesian WeakS-to-Strong from Text Classification to Generation. CoRR (2024)
Changli Tang, Wenyi Yu, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, Chao Zhang
Extending Large Language Models for Speech and Audio Captioning. ICASSP (2024)
Guangzhi Sun, Xiao Zhan, Jose Such
Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents. CUI (2024)
Changli Tang, Wenyi Yu, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Jun Zhang, Lu Lu, Zejun Ma, Yuxuan Wang, Chao Zhang
Can Large Language Models Understand Spatial Audio? CoRR (2024)
Nineli Lashkarashvili, Wen Wu, Guangzhi Sun, Philip C. Woodland
Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation. CoRR (2024)
Changli Tang, Wenyi Yu, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, Chao Zhang
SALMONN: Towards Generic Hearing Abilities for Large Language Models. ICLR (2024)
Keqi Deng, Guangzhi Sun, Philip C. Woodland
Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning. CoRR (2024)
Qiuming Zhao, Guangzhi Sun, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
Enhancing Quantised End-to-End ASR Models Via Personalisation. ICASSP (2024)
Guangzhi Sun, Shutong Feng, Dongcheng Jiang, Chao Zhang, Milica Gasic, Philip C. Woodland
Speech-based Slot Filling using Large Language Models. ACL (Findings) (2024)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Graph Neural Networks for Contextual ASR With the Tree-Constrained Pointer Generator. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Guangzhi Sun, Wenyi Yu, Changli Tang, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, Yuxuan Wang, Chao Zhang
video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models. CoRR (2024)
Qiuming Zhao, Guangzhi Sun, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
SAML: Speaker Adaptive Mixture of LoRA Experts for End-to-End ASR. CoRR (2024)
Xiaoliang Luo, Guangzhi Sun, Bradley C. Love
Matching domain experts by training from scratch on domain knowledge. CoRR (2024)
Wenyi Yu, Changli Tang, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, Chao Zhang
Connecting Speech Encoder and Large Language Model for ASR. ICASSP (2024)
Zhe Chen, Heyang Liu, Wenyi Yu, Guangzhi Sun, Hongcheng Liu, Ji Wu, Chao Zhang, Yu Wang, Yanfeng Wang
M³AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset. ACL (1) (2024)
Zhe Chen, Heyang Liu, Wenyi Yu, Guangzhi Sun, Hongcheng Liu, Ji Wu, Chao Zhang, Yu Wang, Yanfeng Wang
AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset. CoRR (2024)
Guangzhi Sun, Potsawee Manakul, Adian Liusie, Kunat Pipatanakul, Chao Zhang, Philip C. Woodland, Mark J. F. Gales
CrossCheckGPT: Universal Hallucination Ranking for Multimodal Foundation Models. CoRR (2024)
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, Alessandro Salatiello, Ilia Sucholutsky, Pasquale Minervini, Sepehr Razavi, Roberta Rocca, Elkhan Yusifov, Tereza Okalova, Nianlong Gu, Martin Ferianc, Mikail Khona, Kaustubh R. Patil, Pui-Shee Lee, Rui Mata, Nicholas E. Myers, Jennifer K. Bizley, Sebastian Musslick, Isil Poyraz Bilgin, Guiomar Niso, Justin M. Ales, Michael Gaebler, N. Apurva Ratan Murty, Leyla Loued-Khenissi, Anna Behler, Chloe M. Hall, Jessica Dafflon, Sherry Dongqi Bao, Bradley C. Love
Large language models surpass human experts in predicting neuroscience results. CoRR (2024)
Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao, Robin Scheibler, Samuele Cornell, Sean Kim, Stavros Petridis
TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch. CoRR (2023)
Yang Li, Cheng Yu, Guangzhi Sun, Weiqin Zu, Zheng Tian, Ying Wen, Wei Pan, Chao Zhang, Jun Wang, Yang Yang, Fanglei Sun
Cross-Utterance Conditioned VAE for Speech Generation. CoRR (2023)
Shutong Feng, Guangzhi Sun, Nurul Lubis, Chao Zhang, Milica Gasic
Affect Recognition in Conversations Using Large Language Models. CoRR (2023)
Guangzhi Sun, Xianrui Zheng, Chao Zhang, Philip C. Woodland
Can Contextual Biasing Remain Effective with Whisper and GPT-2? CoRR (2023)
Changli Tang, Wenyi Yu, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, Chao Zhang
SALMONN: Towards Generic Hearing Abilities for Large Language Models. CoRR (2023)
Guangzhi Sun, Shutong Feng, Dongcheng Jiang, Chao Zhang, Milica Gasic, Philip C. Woodland
Speech-based Slot Filling using Large Language Models. CoRR (2023)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Minimising Biasing Word Errors for Contextual ASR With the Tree-Constrained Pointer Generator. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Theodor Nguyen, Guangzhi Sun, Xianrui Zheng, Chao Zhang, Philip C. Woodland
Conditional Diffusion Model for Target Speaker Extraction. CoRR (2023)
Guangzhi Sun, Wenyi Yu, Changli Tang, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, Chao Zhang
Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models. CoRR (2023)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
End-to-End Spoken Language Understanding with Tree-Constrained Pointer Generator. ICASSP (2023)
Guangzhi Sun, Xianrui Zheng, Chao Zhang, Philip C. Woodland
Can Contextual Biasing Remain Effective with Whisper and GPT-2? INTERSPEECH (2023)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator. CoRR (2023)
Wenyi Yu, Changli Tang, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, Chao Zhang
Connecting Speech Encoder and Large Language Model for ASR. CoRR (2023)
Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao
TorchAudio 2.1: Advancing Speech Recognition, Self-Supervised Learning, and Audio Processing Components for Pytorch. ASRU (2023)
Guangzhi Sun, Chao Zhang, Ivan Vulic, Pawel Budzianowski, Philip C. Woodland
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data. CoRR (2023)
Qiuming Zhao, Guangzhi Sun, Chao Zhang, Mingxing Xu, Thomas Fang Zheng
Enhancing Quantised End-to-End ASR Models via Personalisation. CoRR (2023)
Evonne P. C. Lee, Guangzhi Sun, Chao Zhang, Philip C. Woodland
Spectral Clustering-Aware Learning of Embeddings for Speaker Diarisation. ICASSP (2023)
Yang Li, Cheng Yu, Guangzhi Sun, Hua Jiang, Fanglei Sun, Weiqin Zu, Ying Wen, Yang Yang, Jun Wang
Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech. ACL (1) (2022)
Evonne P. C. Lee, Guangzhi Sun, Chao Zhang, Philip C. Woodland
Spectral Clustering-aware Learning of Embeddings for Speaker Diarisation. CoRR (2022)
Yang Li, Cheng Yu, Guangzhi Sun, Hua Jiang, Fanglei Sun, Weiqin Zu, Ying Wen, Yang Yang, Jun Wang
Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech. CoRR (2022)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition. INTERSPEECH (2022)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator. CoRR (2022)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition. CoRR (2022)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator. CoRR (2022)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Transformer Language Models with LSTM-Based Cross-Utterance Information Representation. ICASSP (2021)
Guangzhi Sun, D. Liu, Chao Zhang, Philip C. Woodland
Content-Aware Speaker Embeddings for Speaker Diarisation. ICASSP (2021)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Transformer Language Models with LSTM-based Cross-utterance Information Representation. CoRR (2021)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Tree-constrained Pointer Generator for End-to-end Contextual Speech Recognition. CoRR (2021)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Combination of deep speaker embeddings for diarisation. Neural Networks 141 (2021)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Tree-Constrained Pointer Generator for End-to-End Contextual Speech Recognition. ASRU (2021)
Guangzhi Sun, D. Liu, Chao Zhang, Philip C. Woodland
Content-Aware Speaker Embeddings for Speaker Diarisation. CoRR (2021)
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Andrew Rosenberg, Bhuvana Ramabhadran, Yonghui Wu
Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior. CoRR (2020)
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Andrew Rosenberg, Bhuvana Ramabhadran, Yonghui Wu
Generating Diverse and Natural Text-to-Speech Samples Using a Quantized Fine-Grained VAE and Autoregressive Prosody Prior. ICASSP (2020)
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Yonghui Wu
Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis. CoRR (2020)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Combination of Deep Speaker Embeddings for Diarisation. CoRR (2020)
Guangzhi Sun, Yu Zhang, Ron J. Weiss, Yuan Cao, Heiga Zen, Yonghui Wu
Fully-Hierarchical Fine-Grained Prosody Modeling For Interpretable Speech Synthesis. ICASSP (2020)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Cross-Utterance Language Models with Acoustic Error Sampling. CoRR (2020)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Speaker diarisation using 2D self-attentive combination of embeddings. CoRR (2019)
Guangzhi Sun, Chao Zhang, Philip C. Woodland
Speaker Diarisation Using 2D Self-attentive Combination of Embeddings. ICASSP (2019)