Tom Ko - RankMe

87 papers A* 7A 19B 1C 1Misc 10Journal 35Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Controllable Accent Normalization via Discrete Diffusion. CoRR Qibing Bai, Yuhan Du, Tom Ko, Shuai Wang, Yannan Wang, Haizhou Li
2025	A*	`conf`	ComLoRA: A Competitive Learning Approach for Enhancing LoRA. ICLR Qiushi Huang, Tom Ko, Lilian Tang, Yu Zhang
2025	A*	`conf`	HiRA: Parameter-Efficient Hadamard High-Rank Adaptation for Large Language Models. ICLR Qiushi Huang, Tom Ko, Zhan Zhuang, Lilian Tang, Yu Zhang
2024	J	`jnl`	Learning Retrieval Augmentation for Personalized Dialogue Generation. CoRR Qiushi Huang, Shuai Fu, Xubo Liu, Wenwu Wang, Tom Ko, Yu Zhang, Lilian Tang
2024	—	`conf`	Parameter-Efficient Transfer Learning for End-to-end Speech Translation. LREC/COLING Yunlong Zhao, Kexin Wang, Qianqian Dong, Tom Ko
2024	A*	`conf`	PolyVoice: Language Models for Speech to Speech Translation. ICLR Qianqian Dong, Zhiying Huang, Qi Tian, Chen Xu, Tom Ko, Yunlong Zhao, Siyuan Feng, Tang Li, Kexin Wang, Xuxin Cheng, Fengpeng Yue, Ye Bai, Xi Chen, Lu Lu, Zejun Ma, Yuping Wang, Mingxuan Wang, Yuxuan Wang
2024	—	`conf`	RepCodec: A Speech Representation Codec for Speech Tokenization. ACL (1) Zhichao Huang, Chutong Meng, Tom Ko
2024	—	`conf`	Selective Prompting Tuning for Personalized Conversations with LLMs. ACL (Findings) Qiushi Huang, Xubo Liu, Tom Ko, Bo Wu, Wenwu Wang, Yu Zhang, Lilian Tang
2024	J	`jnl`	Selective Prompting Tuning for Personalized Conversations with LLMs. CoRR Qiushi Huang, Xubo Liu, Tom Ko, Bo Wu, Wenwu Wang, Yu Zhang, Lilian Tang
2024	J	`jnl`	Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent. CoRR Shanbo Cheng, Zhichao Huang, Tom Ko, Hang Li, Ningxin Peng, Lu Xu, Qini Zhang
2024	J	`jnl`	WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research. IEEE ACM Trans. Audio Speech Lang. Process. Xinhao Mei, Chutong Meng, Haohe Liu, Qiuqiang Kong, Tom Ko, Chengqi Zhao, Mark D. Plumbley, Yuexian Zou, Wenwu Wang
2023	—	`conf`	CTC-based Non-autoregressive Speech Translation. ACL (1) Chen Xu, Xiaoqian Liu, Xiaowen Liu, Qingxuan Sun, Yuhao Zhang, Murun Yang, Qianqian Dong, Tom Ko, Mingxuan Wang, Tong Xiao, Anxiang Ma, Jingbo Zhu
2023	J	`jnl`	CTC-based Non-autoregressive Speech Translation. CoRR Chen Xu, Xiaoqian Liu, Xiaowen Liu, Qingxuan Sun, Yuhao Zhang, Murun Yang, Qianqian Dong, Tom Ko, Mingxuan Wang, Tong Xiao, Anxiang Ma, Jingbo Zhu
2023	A	`conf`	CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning. INTERSPEECH Chutong Meng, Junyi Ao, Tom Ko, Mingxuan Wang, Haizhou Li
2023	—	`conf`	DUB: Discrete Unit Back-translation for Speech Translation. ACL (Findings) Dong Zhang, Rong Ye, Tom Ko, Mingxuan Wang, Yaqian Zhou
2023	J	`jnl`	DUB: Discrete Unit Back-translation for Speech Translation. CoRR Dong Zhang, Rong Ye, Tom Ko, Mingxuan Wang, Yaqian Zhou
2023	—	`conf`	Findings of the IWSLT 2023 Evaluation Campaign. IWSLT@ACL Sweta Agrawal, Antonios Anastasopoulos, Luisa Bentivogli, Ondrej Bojar, Claudia Borg, Marine Carpuat, Roldano Cattoni, Mauro Cettolo, Mingda Chen, William Chen, Khalid Choukri, Alexandra Chronopoulou, Anna Currey, Thierry Declerck, Qianqian Dong, Kevin Duh, Yannick Estève, Marcello Federico, Souhir Gahbiche, Barry Haddow, Benjamin Hsu, Phu Mon Htut, Hirofumi Inaguma, Dávid Javorský, John Judge, Yasumasa Kano, Tom Ko, Rishu Kumar, Pengwei Li, Xutai Ma, Prashant Mathur, Evgeny Matusov, Paul McNamee, John P. McCrae, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Ha Nguyen, Jan Niehues, Xing Niu, Atul Kr. Ojha, John E. Ortega, Proyag Pal, Juan Pino, Lonneke van der Plas, Peter Polák, Elijah Rippeth, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Yun Tang, Brian Thompson, Kevin Tran, Marco Turchi, Alex Waibel, Mingxuan Wang, Shinji Watanabe, Rodolfo Zevallos
2023	A	`conf`	GigaST: A 10, 000-hour Pseudo Speech Translation Corpus. INTERSPEECH Rong Ye, Chengqi Zhao, Tom Ko, Chutong Meng, Tao Wang, Mingxuan Wang, Jun Cao
2023	A*	`conf`	Learning Retrieval Augmentation for Personalized Dialogue Generation. EMNLP Qiushi Huang, Shuai Fu, Xubo Liu, Wenwu Wang, Tom Ko, Yu Zhang, Lilian Tang
2023	A*	`conf`	Leveraging per Image-Token Consistency for Vision-Language Pre-training. CVPR Yunhao Gou, Tom Ko, Hansi Yang, James T. Kwok, Yu Zhang, Mingxuan Wang
2023	Misc	`conf`	M ICASSP Xuxin Cheng, Qianqian Dong, Fengpeng Yue, Tom Ko, Mingxuan Wang, Yuexian Zou
2023	—	`conf`	MOSPC: MOS Prediction Based on Pairwise Comparison. ACL (2) Kexin Wang, Yunlong Zhao, Qianqian Dong, Tom Ko, Mingxuan Wang
2023	J	`jnl`	MOSPC: MOS Prediction Based on Pairwise Comparison. CoRR Kexin Wang, Yunlong Zhao, Qianqian Dong, Tom Ko, Mingxuan Wang
2023	A*	`conf`	Personalized Dialogue Generation with Persona-Adaptive Attention. AAAI Qiushi Huang, Yu Zhang, Tom Ko, Xubo Liu, Bo Wu, Wenwu Wang, H. Lilian Tang
2023	J	`jnl`	PolyVoice: Language Models for Speech to Speech Translation. CoRR Qianqian Dong, Zhiying Huang, Qiao Tian, Chen Xu, Tom Ko, Yunlong Zhao, Siyuan Feng, Tang Li, Kexin Wang, Xuxin Cheng, Fengpeng Yue, Ye Bai, Xi Chen, Lu Lu, Zejun Ma, Yuping Wang, Mingxuan Wang, Yuxuan Wang
2023	A*	`conf`	Recent Advances in Direct Speech-to-text Translation. IJCAI Chen Xu, Rong Ye, Qianqian Dong, Chengqi Zhao, Tom Ko, Mingxuan Wang, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	Recent Advances in Direct Speech-to-text Translation. CoRR Chen Xu, Rong Ye, Qianqian Dong, Chengqi Zhao, Tom Ko, Mingxuan Wang, Tong Xiao, Jingbo Zhu
2023	J	`jnl`	RepCodec: A Speech Representation Codec for Speech Tokenization. CoRR Zhichao Huang, Chutong Meng, Tom Ko
2023	J	`jnl`	Speech Translation with Large Language Models: An Industrial Practice. CoRR Zhichao Huang, Rong Ye, Tom Ko, Qianqian Dong, Shanbo Cheng, Mingxuan Wang, Hang Li
2023	A	`conf`	Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention. INTERSPEECH Xubo Liu, Qiushi Huang, Xinhao Mei, Haohe Liu, Qiuqiang Kong, Jianyuan Sun, Shengchen Li, Tom Ko, Yu Zhang, H. Lilian Tang, Mark D. Plumbley, Volkan Kiliç, Wenwu Wang
2023	J	`jnl`	WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research. CoRR Xinhao Mei, Chutong Meng, Haohe Liu, Qiuqiang Kong, Tom Ko, Chengqi Zhao, Mark D. Plumbley, Yuexian Zou, Wenwu Wang
2022	A	`conf`	A Study of Modeling Rising Intonation in Cantonese Neural Speech Synthesis. INTERSPEECH Qibing Bai, Tom Ko, Yu Zhang
2022	J	`jnl`	A Study of Modeling Rising Intonation in Cantonese Neural Speech Synthesis. CoRR Qibing Bai, Tom Ko, Yu Zhang
2022	J	`jnl`	CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning. CoRR Chutong Meng, Junyi Ao, Tom Ko, Mingxuan Wang, Haizhou Li
2022	Misc	`conf`	Exploring Machine Speech Chain For Domain Adaptation. ICASSP Fengpeng Yue, Yan Deng, Lei He, Tom Ko, Yu Zhang
2022	J	`jnl`	GigaST: A 10, 000-hour Pseudo Speech Translation Corpus. CoRR Rong Ye, Chengqi Zhao, Tom Ko, Chutong Meng, Tao Wang, Mingxuan Wang, Jun Cao
2022	A	`conf`	Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation. INTERSPEECH Qianqian Dong, Fengpeng Yue, Tom Ko, Mingxuan Wang, Qibing Bai, Yu Zhang
2022	J	`jnl`	Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation. CoRR Qianqian Dong, Fengpeng Yue, Tom Ko, Mingxuan Wang, Qibing Bai, Yu Zhang
2022	J	`jnl`	Leveraging per Image-Token Consistency for Vision-Language Pre-training. CoRR Yunhao Gou, Tom Ko, Hansi Yang, James T. Kwok, Yu Zhang, Mingxuan Wang
2022	A	`conf`	LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT. INTERSPEECH Rui Wang, Qibing Bai, Junyi Ao, Long Zhou, Zhixiang Xiong, Zhihua Wei, Yu Zhang, Tom Ko, Haizhou Li
2022	J	`jnl`	LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT. CoRR Rui Wang, Qibing Bai, Junyi Ao, Long Zhou, Zhixiang Xiong, Zhihua Wei, Yu Zhang, Tom Ko, Haizhou Li
2022	J	`jnl`	M3ST: Mix at Three Levels for Speech Translation. CoRR Xuxin Cheng, Qianqian Dong, Fengpeng Yue, Tom Ko, Mingxuan Wang, Yuexian Zou
2022	Misc	`conf`	Multi-View Self-Attention Based Transformer for Speaker Recognition. ICASSP Rui Wang, Junyi Ao, Long Zhou, Shujie Liu, Zhihua Wei, Tom Ko, Qing Li, Yu Zhang
2022	J	`jnl`	Personalized Dialogue Generation with Persona-Adaptive Attention. CoRR Qiushi Huang, Yu Zhang, Tom Ko, Xubo Liu, Bo Wu, Wenwu Wang, H. Lilian Tang
2022	A	`conf`	Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data. INTERSPEECH Junyi Ao, Ziqiang Zhang, Long Zhou, Shujie Liu, Haizhou Li, Tom Ko, Lirong Dai, Jinyu Li, Yao Qian, Furu Wei
2022	J	`jnl`	Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data. CoRR Junyi Ao, Ziqiang Zhang, Long Zhou, Shujie Liu, Haizhou Li, Tom Ko, Lirong Dai, Jinyu Li, Yao Qian, Furu Wei
2022	—	`conf`	SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing. ACL (1) Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei
2022	J	`jnl`	Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention. CoRR Xubo Liu, Qiushi Huang, Xinhao Mei, Haohe Liu, Qiuqiang Kong, Jianyuan Sun, Shengchen Li, Tom Ko, Yu Zhang, H. Lilian Tang, Mark D. Plumbley, Volkan Kiliç, Wenwu Wang
2021	A	`conf`	A Meta-Learning Approach for User-Defined Spoken Term Classification with Varying Classes and Examples. Interspeech Yangbin Chen, Tom Ko, Jianping Wang
2021	J	`jnl`	An Encoder-Decoder Based Audio Captioning System With Transfer and Reinforcement Learning. CoRR Xinhao Mei, Qiushi Huang, Xubo Liu, Gengyun Chen, Jingqian Wu, Yusong Wu, Jinzheng Zhao, Shengchen Li, Tom Ko, H. Lilian Tang, Xi Shao, Mark D. Plumbley, Wenwu Wang
2021	—	`conf`	An Encoder-Decoder Based Audio Captioning System with Transfer and Reinforcement Learning. DCASE Xinhao Mei, Qiushi Huang, Xubo Liu, Gengyun Chen, Jingqian Wu, Yusong Wu, Jinzheng Zhao, Shengchen Li, Tom Ko, H. Lilian Tang, Xi Shao, Mark D. Plumbley, Wenwu Wang
2021	—	`conf`	An Investigation of Positional Encoding in Transformer-based End-to-end Speech Recognition. ISCSLP Fengpeng Yue, Tom Ko
2021	A	`conf`	Auto-KWS 2021 Challenge: Task, Datasets, and Baselines. Interspeech Jingsong Wang, Yuxuan He, Chunyu Zhao, Qijie Shao, Wei-Wei Tu, Tom Ko, Hung-yi Lee, Lei Xie
2021	J	`jnl`	Auto-KWS 2021 Challenge: Task, Datasets, and Baselines. CoRR Jingsong Wang, Yuxuan He, Chunyu Zhao, Qijie Shao, Wei-Wei Tu, Tom Ko, Hung-yi Lee, Lei Xie
2021	—	`conf`	CL4AC: A Contrastive Loss for Audio Captioning. DCASE Xubo Liu, Qiushi Huang, Xinhao Mei, Tom Ko, H. Lilian Tang, Mark D. Plumbley, Wenwu Wang
2021	J	`jnl`	CL4AC: A Contrastive Loss for Audio Captioning. CoRR Xubo Liu, Qiushi Huang, Xinhao Mei, Tom Ko, H. Lilian Tang, Mark D. Plumbley, Wenwu Wang
2021	J	`jnl`	Exploring Machine Speech Chain for Domain Adaptation and Few-Shot Speaker Adaptation. CoRR Fengpeng Yue, Yan Deng, Lei He, Tom Ko
2021	—	`conf`	Improving Attention-based End-to-end ASR by Incorporating an N-gram Neural Network. ISCSLP Junyi Ao, Tom Ko
2021	J	`jnl`	Multi-View Self-Attention Based Transformer for Speaker Recognition. CoRR Rui Wang, Junyi Ao, Long Zhou, Shujie Liu, Zhihua Wei, Tom Ko, Qing Li, Yu Zhang
2021	J	`jnl`	SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing. CoRR Junyi Ao, Rui Wang, Long Zhou, Shujie Liu, Shuo Ren, Yu Wu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei
2021	A	`conf`	Token-Level Supervised Contrastive Learning for Punctuation Restoration. Interspeech Qiushi Huang, Tom Ko, H. Lilian Tang, Xubo Liu, Bo Wu
2021	J	`jnl`	Token-Level Supervised Contrastive Learning for Punctuation Restoration. CoRR Qiushi Huang, Tom Ko, H. Lilian Tang, Xubo Liu, Bo Wu
2020	A	`conf`	An Investigation of Few-Shot Learning in Spoken Term Classification. INTERSPEECH Yangbin Chen, Tom Ko, Lifeng Shang, Xiao Chen, Xin Jiang, Qing Li
2020	A	`conf`	AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification. INTERSPEECH Jingsong Wang, Tom Ko, Zhen Xu, Xiawei Guo, Souxiang Liu, Wei-Wei Tu, Lei Xie
2020	J	`jnl`	AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification. CoRR Jingsong Wang, Tom Ko, Zhen Xu, Xiawei Guo, Souxiang Liu, Wei-Wei Tu, Lei Xie
2020	B	`conf`	MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization. ICPR Yangbin Chen, Yun Ma, Tom Ko, Jianping Wang, Qing Li
2020	J	`jnl`	MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization. CoRR Yangbin Chen, Yun Ma, Tom Ko, Jianping Wang, Qing Li
2020	Misc	`conf`	Prototypical Networks for Small Footprint Text-Independent Speaker Verification. ICASSP Tom Ko, Yangbin Chen, Qing Li
2019	A	`conf`	Mixup Learning Strategies for Text-Independent Speaker Verification. INTERSPEECH Yingke Zhu, Tom Ko, Brian Mak
2018	A	`conf`	Long Distance Voice Channel Diagnosis Using Deep Neural Networks. INTERSPEECH Zhen Qin, Tom Ko, Guangjian Tian
2018	J	`jnl`	Meta Learning for Few-shot Keyword Spotting. CoRR Yangbin Chen, Tom Ko, Lifeng Shang, Xiao Chen, Xin Jiang, Qing Li
2018	A	`conf`	Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification. INTERSPEECH Yingke Zhu, Tom Ko, David Snyder, Brian Mak, Daniel Povey
2017	Misc	`conf`	A study on data augmentation of reverberant speech for robust speech recognition. ICASSP Tom Ko, Vijayaditya Peddinti, Daniel Povey, Michael L. Seltzer, Sanjeev Khudanpur
2016	Misc	`conf`	An empirical exploration of CTC acoustic models. ICASSP Yajie Miao, Mohammad Gowayyed, Xingyu Na, Tom Ko, Florian Metze, Alexander Waibel
2015	A	`conf`	Audio augmentation for speech recognition. INTERSPEECH Tom Ko, Vijayaditya Peddinti, Daniel Povey, Sanjeev Khudanpur
2015	C	`conf`	JHU ASpIRE system: Robust LVCSR with TDNNS, iVector adaptation and RNN-LMS. ASRU Vijayaditya Peddinti, Guoguo Chen, Vimal Manohar, Tom Ko, Daniel Povey, Sanjeev Khudanpur
2014	J	`jnl`	Eigentrigraphemes for under-resourced languages. Speech Commun. Tom Ko, Brian Kan-Wing Mak
2014	—	`conf`	Modeling inter-cluster and intra-cluster discrimination among triphones. ISCSLP Tom Ko, Brian Kan-Wing Mak, Dongpeng Chen
2014	Misc	`conf`	Subspace Gaussian mixture model with state-dependent subspace dimensions. ICASSP Tom Ko, Brian Mak, Cheung-Chi Leung
2013	J	`jnl`	Eigentriphones for Context-Dependent Acoustic Modeling. IEEE Trans. Speech Audio Process. Tom Ko, Brian Mak
2012	Misc	`conf`	Derivation of eigentriphones by weighted principal component analysis. ICASSP Tom Ko, Brian Mak
2011	A	`conf`	A Fully Automated Derivation of State-Based Eigentriphones for Triphone Modeling with No Tied States Using Regularization. INTERSPEECH Tom Ko, Brian Mak
2011	Misc	`conf`	Eigentriphones: A basis for context-dependent acoustic modeling. ICASSP Tom Ko, Brian Mak
2010	Misc	`conf`	Improving speech recognition by explicit modeling of phone deletions. ICASSP Tom Ko, Brian Mak
2010	—	`conf`	Problems of modeling phone deletion in conversational speech for speech recognition. ISCSLP Brian Mak, Tom Ko
2009	A	`conf`	Automatic estimation of decoding parameters using large-margin iterative linear programming. INTERSPEECH Brian Mak, Tom Ko
2008	A	`conf`	Min-max discriminative training of decoding parameters using iterative linear programming. INTERSPEECH Brian Mak, Tom Ko