Hexin Liu - RankMe

58 papers A* 5A 7Misc 5Journal 35Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Hearing More with Less: Multi-Modal Retrieval-and-Selection Augmented Conversational LLM-Based ASR. AAAI Bingshen Mu, Hexin Liu, Hongfei Xue, Kun Wei, Lei Xie
2026	J	`jnl`	Improving Code-Switching Speech Recognition with TTS Data Augmentation. CoRR Yue Heng Yeo, Yuchen Hu, Shreyas Gopal, Yizhou Peng, Hexin Liu, Eng Siong Chng
2026	J	`jnl`	LLM-ForcedAligner: A Non-Autoregressive and Accurate LLM-Based Forced Aligner for Multilingual and Long-Form Speech. CoRR Bingshen Mu, Xian Shi, Xiong Wang, Hexin Liu, Jin Xu, Lei Xie
2026	J	`jnl`	Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision. CoRR Shreyas Gopal, Donghang Wu, Ashutosh Anshul, Yue Heng Yeo, Yizhou Peng, Haoyang Li, Hexin Liu, Eng Siong Chng
2026	J	`jnl`	The ICASSP 2026 Automatic Song Aesthetics Evaluation Challenge. CoRR Guobin Ma, Yuxuan Xia, Jixun Yao, Huixin Xue, Hexin Liu, Shuai Wang, Hao Liu, Lei Xie
2026	J	`jnl`	The ICASSP 2026 HumDial Challenge: Benchmarking Human-like Spoken Dialogue Systems in the LLM Era. CoRR Zhixian Zhao, Shuiyuan Wang, Guojian Li, Hongfei Xue, Chengyou Wang, Shuai Wang, Longshuai Xiao, Zihan Zhang, Hui Bu, Xin Xu, Xinsheng Wang, Hexin Liu, Eng Siong Chng, Hung-yi Lee, Haizhou Li, Lei Xie
2026	J	`jnl`	The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning. CoRR Donghang Wu, Tianyu Zhang, Yuxin Li, Hexin Liu, Chen Chen, Eng Siong Chng, Yoshua Bengio
2025	Misc	`conf`	Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding. ICASSP Jiahui Zhao, Hao Shi, Chenrui Cui, Tianrui Wang, Hexin Liu, Zhaoheng Ni, Lingxuan Ye, Longbiao Wang
2025	J	`jnl`	Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR. CoRR Yizhou Peng, Hexin Liu, Eng Siong Chng
2025	J	`jnl`	Chronological Thinking in Full-Duplex Spoken Dialogue Language Models. CoRR Donghang Wu, Haoyang Zhang, Chen Chen, Tianyu Zhang, Fei Tian, Xuerui Yang, Gang Yu, Hexin Liu, Nana Hou, Yuchen Hu, Eng Siong Chng
2025	A	`conf`	EASY: Emotion-aware Speaker Anonymization via Factorized Distillation. INTERSPEECH Jixun Yao, Hexin Liu, Eng Siong Chng, Lei Xie
2025	J	`jnl`	EASY: Emotion-aware Speaker Anonymization via Factorized Distillation. CoRR Jixun Yao, Hexin Liu, Eng Siong Chng, Lei Xie
2025	A*	`conf`	Enhancing Non-Core Language Instruction-Following in Speech LLMs via Semi-Implicit Cross-Lingual CoT Reasoning. ACM Multimedia Hongfei Xue, Yufeng Tang, Hexin Liu, Jun Zhang, Xuelong Geng, Lei Xie
2025	J	`jnl`	Enhancing Non-Core Language Instruction-Following in Speech LLMs via Semi-Implicit Cross-Lingual CoT Reasoning. CoRR Hongfei Xue, Yufeng Tang, Hexin Liu, Jun Zhang, Xuelong Geng, Lei Xie
2025	—	`conf`	Explainable Disentanglement on Discrete Speech Representations for Noise-Robust ASR. APSIPA Shreyas Gopal, Ashutosh Anshul, Haoyang Li, Yue Heng Yeo, Hexin Liu, Eng Siong Chng
2025	J	`jnl`	Explainable Disentanglement on Discrete Speech Representations for Noise-Robust ASR. CoRR Shreyas Gopal, Ashutosh Anshul, Haoyang Li, Yue Heng Yeo, Hexin Liu, Eng Siong Chng
2025	A*	`conf`	GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling. ICLR Jixun Yao, Hexin Liu, Chen Chen, Yuchen Hu, Eng Siong Chng, Lei Xie
2025	J	`jnl`	GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling. CoRR Jixun Yao, Hexin Liu, Chen Chen, Yuchen Hu, Chng Eng Siong, Lei Xie
2025	J	`jnl`	Hearing More with Less: Multi-Modal Retrieval-and-Selection Augmented Conversational LLM-Based ASR. CoRR Bingshen Mu, Hexin Liu, Hongfei Xue, Kun Wei, Lei Xie
2025	J	`jnl`	Impact of Frame Rates on Speech Tokenizer: A Case Study on Mandarin and English. CoRR Haoyang Zhang, Hexin Liu, Xiangyu Zhang, Qiquan Zhang, Yuchen Hu, Junqi Zhao, Fei Tian, Xuerui Yang, Eng Siong Chng
2025	—	`conf`	Improving Code-Switching Speech Recognition with TTS Data Augmentation. APSIPA Yue Heng Yeo, Yuchen Hu, Shreyas Gopal, Yizhou Peng, Hexin Liu, Eng Siong Chng
2025	—	`conf`	Long-Context Modeling Networks for Monaural Speech Enhancement: A Comparative Study. WASPAA Qiquan Zhang, Moran Chen, Zeyang Song, Hexin Liu, Xiangyu Zhang, Haizhou Li
2025	J	`jnl`	Mind-Paced Speaking: A Dual-Brain Approach to Real-Time Reasoning in Spoken Language Models. CoRR Donghang Wu, Haoyang Zhang, Jun Chen, Xiangyu Tony Zhang, Hexin Liu, Eng Siong Chng, Fei Tian, Xuerui Yang, Xiangyu Zhang, Daxin Jiang, Gang Yu
2025	J	`jnl`	NTU Speechlab LLM-Based Multilingual ASR System for Interspeech MLC-SLM Challenge 2025. CoRR Yizhou Peng, Bin Wang, Yi-Wen Chao, Ziyang Ma, Haoyang Zhang, Hexin Liu, Xie Chen, Eng Siong Chng
2025	J	`jnl`	SAV-SE: Scene-Aware Audio-Visual Speech Enhancement With Selective State Space Model. IEEE J. Sel. Top. Signal Process. Xinyuan Qian, Jiaran Gao, Yaodan Zhang, Qiquan Zhang, Hexin Liu, Leibny Paola García-Perera, Haizhou Li
2025	J	`jnl`	Selective State Space Model for Monaural Speech Enhancement. IEEE Trans. Consumer Electron. Moran Chen, Qiquan Zhang, Mingjiang Wang, Xiangyu Zhang, Hexin Liu, Eliathamby Ambikairajah, Deying Chen
2025	—	`conf`	SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information. ACL (Findings) Xiangyu Zhang, Hexin Liu, Qiquan Zhang, Beena Ahmed, Julien Epps
2025	J	`jnl`	Step-Audio-R1 Technical Report. CoRR Fei Tian, Xiangyu Tony Zhang, Yuxin Zhang, Haoyang Zhang, Yuxin Li, Daijiao Liu, Yayue Deng, Donghang Wu, Jun Chen, Liang Zhao, Chengyuan Yao, Hexin Liu, Eng Siong Chng, Xuerui Yang, Xiangyu Zhang, Daxin Jiang, Gang Yu
2025	J	`jnl`	Summary on The Multilingual Conversational Speech Language Model Challenge: Datasets, Tasks, Baselines, and Methods. CoRR Bingshen Mu, Pengcheng Guo, Zhaokai Sun, Shuai Wang, Hexin Liu, Mingchen Shao, Lei Xie, Eng Siong Chng, Longshuai Xiao, Qiangze Feng, Daliang Wang
2024	J	`jnl`	Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding. CoRR Jiahui Zhao, Hao Shi, Chenrui Cui, Tianrui Wang, Hexin Liu, Zhaoheng Ni, Lingxuan Ye, Longbiao Wang
2024	A	`conf`	Bridging Child-Centered Speech Language Identification and Language Diarization via Phonetics. INTERSPEECH Yujia Wang, Hexin Liu, Leibny Paola García
2024	Misc	`conf`	Enhancing Code-Switching Speech Recognition With Interactive Language Biases. ICASSP Hexin Liu, Leibny Paola García, Xiangyu Zhang, Andy W. H. Khong, Sanjeev Khudanpur
2024	J	`jnl`	Mamba in Speech: Towards an Alternative to Self-Attention. CoRR Xiangyu Zhang, Qiquan Zhang, Hexin Liu, Tianyi Xiao, Xinyuan Qian, Beena Ahmed, Eliathamby Ambikairajah, Haizhou Li, Julien Epps
2024	J	`jnl`	SAV-SE: Scene-aware Audio-Visual Speech Enhancement with Selective State Space Model. CoRR Xinyuan Qian, Jiaran Gao, Yaodan Zhang, Qiquan Zhang, Hexin Liu, Leibny Paola García, Haizhou Li
2024	A*	`conf`	Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model. EMNLP Xiangyu Zhang, Daijiao Liu, Hexin Liu, Qiquan Zhang, Hanyu Meng, Leibny Paola García-Perera, Engsiong Chng, Lina Yao
2024	J	`jnl`	Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model. CoRR Xiangyu Zhang, Daijiao Liu, Hexin Liu, Qiquan Zhang, Hanyu Meng, Leibny Paola García, Eng Siong Chng, Lina Yao
2024	Misc	`conf`	Unidirectional Brain-Computer Interface: Artificial Neural Network Encoding Natural Images to FMRI Response in the Visual Cortex. ICASSP Ruixing Liang, Xiangyu Zhang, Qiong Li, Lai Wei, Hexin Liu, Avisha Kumar, Kelley M. Kempski Leadingham, Joshua Punnoose, Leibny Paola García, Amir Manbachi
2024	A*	`conf`	When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection. EMNLP Xiangyu Zhang, Hexin Liu, Kaishuai Xu, Qiquan Zhang, Daijiao Liu, Beena Ahmed, Julien Epps
2024	J	`jnl`	When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection. CoRR Xiangyu Zhang, Hexin Liu, Kaishuai Xu, Qiquan Zhang, Daijiao Liu, Beena Ahmed, Julien Epps
2023	—	`conf`	A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extracters. ICNLSP Shuyue Stella Li, Beining Xu, Xiangyu Zhang, Hexin Liu, Wenhan Chao, Paola García
2023	J	`jnl`	A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extractors. CoRR Shuyue Stella Li, Beining Xu, Xiangyu Zhang, Hexin Liu, Wenhan Chao, Leibny Paola García
2023	J	`jnl`	Enhancing Code-switching Speech Recognition with Interactive Language Biases. CoRR Hexin Liu, Leibny Paola García, Xiangyu Zhang, Andy W. H. Khong, Sanjeev Khudanpur
2023	J	`jnl`	Generative error correction for code-switching speech recognition using large language models. CoRR Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Hexin Liu, Sabato Marco Siniscalchi, Eng Siong Chng
2023	A	`conf`	Investigating model performance in language identification: beyond simple error statistics. INTERSPEECH Suzy J. Styles, Yi Han Victoria Chua, Fei Ting Woon, Hexin Liu, Leibny Paola García, Sanjeev Khudanpur, Andy W. H. Khong, Justin Dauwels
2023	J	`jnl`	Investigating model performance in language identification: beyond simple error statistics. CoRR Suzy J. Styles, Yi Han Victoria Chua, Fei Ting Woon, Hexin Liu, Leibny Paola García-Perera, Sanjeev Khudanpur, Andy W. H. Khong, Justin Dauwels
2023	A	`conf`	MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization. INTERSPEECH Yi Han Victoria Chua, Hexin Liu, Leibny Paola García, Fei Ting Woon, Jinyi Wong, Xiangyu Zhang, Sanjeev Khudanpur, Andy W. H. Khong, Justin Dauwels, Suzy J. Styles
2023	Misc	`conf`	PQLM - Multilingual Decentralized Portable Quantum Language Model. ICASSP Shuyue Stella Li, Xiangyu Zhang, Shu Zhou, Hongchao Shu, Ruixing Liang, Hexin Liu, Leibny Paola García
2023	Misc	`conf`	Reducing Language Confusion for Code-Switching Speech Recognition with Token-Level Language Diarization. ICASSP Hexin Liu, Haihua Xu, Leibny Paola García, Andy W. H. Khong, Yi He, Sanjeev Khudanpur
2023	A	`conf`	Self-supervised Learning Representation based Accent Recognition with Persistent Accent Memory. INTERSPEECH Rui Li, Zhiwei Xie, Haihua Xu, Yizhou Peng, Hexin Liu, Hao Huang, Eng Siong Chng
2023	J	`jnl`	Unidirectional brain-computer interface: Artificial neural network encoding natural images to fMRI response in the visual cortex. CoRR Ruixing Liang, Xiangyu Zhang, Qiong Li, Lai Wei, Hexin Liu, Avisha Kumar, Kelley M. Kempski Leadingham, Joshua Punnoose, Leibny Paola García, Amir Manbachi
2022	J	`jnl`	Efficient Self-Supervised Learning Representations for Spoken Language Identification. IEEE J. Sel. Top. Signal Process. Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Eng Siong Chng, Suzy J. Styles, Sanjeev Khudanpur
2022	J	`jnl`	Enhance Language Identification using Dual-mode Model with Knowledge Distillation. CoRR Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Justin Dauwels, Suzy J. Styles, Sanjeev Khudanpur
2022	—	`conf`	Enhancing Language Identification Using Dual-Mode Model with Knowledge Distillation. Odyssey Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Justin Dauwels, Suzy J. Styles, Sanjeev Khudanpur
2022	A	`conf`	PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language Identification. INTERSPEECH Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Suzy J. Styles, Sanjeev Khudanpur
2022	J	`jnl`	PQLM - Multilingual Decentralized Portable Quantum Language Model for Privacy Protection. CoRR Shuyue Stella Li, Xiangyu Zhang, Shu Zhou, Hongchao Shu, Ruixing Liang, Hexin Liu, Leibny Paola García-Perera
2022	J	`jnl`	Reducing Language confusion for Code-switching Speech Recognition with Token-level Language Diarization. CoRR Hexin Liu, Haihua Xu, Leibny Paola García, Andy W. H. Khong, Yi He, Sanjeev Khudanpur
2021	A	`conf`	End-to-End Language Diarization for Bilingual Code-Switching Speech. Interspeech Hexin Liu, Leibny Paola García-Perera, Xinyi Zhang, Justin Dauwels, Andy W. H. Khong, Sanjeev Khudanpur, Suzy J. Styles
2013	J	`jnl`	Radio-over-Fibre access for sustainable Digital Cities. Ann. des Télécommunications Trevor J. Hall, Ramón Maldonado-Basilio, Sawsan Abdul-Majid, Joe Seregelyi, Ran Li, Irene Antolín-Pérez, Hamdam Nikkhah, Frédéric Lucarz, Jean-Louis de Bougrenet de la Tocnaye, Bruno Fracasso, Patrice Pajusco, Camilla Kärnfelt, Daniel Bourreau, Michel M. Ney, Rabiaa Guemri, Yves Josse, Hexin Liu