Xuedong Huang

ORCID

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 46

Top Venues

Publications

Chenyang Le, Yao Qian, Long Zhou, Shujie Liu, Yanmin Qian, Michael Zeng, Xuedong Huang
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation. NeurIPS (2023)
Pengcheng He, Baolin Peng, Song Wang, Yang Liu, Ruochen Xu, Hany Hassan, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization. ACL (1) (2023)
Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
i-Code: An Integrative and Composable Multimodal Learning Framework. AAAI (2023)
Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Mei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. CoRR (2023)
Yuwei Fang, Mahmoud Khademi, Chenguang Zhu, Ziyi Yang, Reid Pryzant, Yichong Xu, Yao Qian, Takuya Yoshioka, Lu Yuan, Michael Zeng, Xuedong Huang
i-Code Studio: A Configurable and Composable Framework for Integrative AI. CoRR (2023)
Chenyang Le, Yao Qian, Long Zhou, Shujie Liu, Michael Zeng, Xuedong Huang
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation. CoRR (2023)
Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
i-Code: An Integrative and Composable Multimodal Learning Framework. CoRR (2022)
Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention. IJCAI (2022)
Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang
Personalized speech enhancement: new models and Comprehensive evaluation. ICASSP (2022)
Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Zhuo Chen, Xuedong Huang
One Model to Enhance Them All: Array Geometry Agnostic Multi-Channel Personalized Speech Enhancement. ICASSP (2022)
Pengcheng He, Baolin Peng, Liyang Lu, Song Wang, Jie Mei, Yang Liu, Ruochen Xu, Hany Hassan Awadalla, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization. CoRR (2022)
Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data. CoRR (2021)
Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang
Personalized Speech Enhancement: New Models and Comprehensive Evaluation. CoRR (2021)
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang
Enhancing Factual Consistency of Abstractive Summarization. NAACL-HLT (2021)
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
Leveraging Lead Bias for Zero-shot Abstractive News Summarization. SIGIR (2021)
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
Fusing Context Into Knowledge Graph for Commonsense Question Answering. ACL/IJCNLP (Findings) (2021)
Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data. ICML (2021)
Lu Yuan, Dongdong Chen, Yi-Ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang
Florence: A New Foundation Model for Computer Vision. CoRR (2021)
Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Zhuo Chen, Xuedong Huang
One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement. CoRR (2021)
Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention. CoRR (2021)
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising. CoRR (2020)
Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang
End-to-End Abstractive Summarization for Meetings. CoRR (2020)
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising. EMNLP (Findings) (2020)
Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang
Mixed-Lingual Pre-training for Cross-lingual Summarization. CoRR (2020)
Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining. EMNLP (Findings) (2020)
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
Fusing Context Into Knowledge Graph for Commonsense Reasoning. CoRR (2020)
Ruochen Xu, Chenguang Zhu, Yu Shi, Michael Zeng, Xuedong Huang
Mixed-Lingual Pre-training for Cross-lingual Summarization. AACL/IJCNLP (2020)
Beliz Gunel, Chenguang Zhu, Michael Zeng, Xuedong Huang
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization. CoRR (2020)
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang
Boosting Factual Correctness of Abstractive Summarization with Knowledge Graph. CoRR (2020)
Takuya Yoshioka, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Partha Parthasarathy, Alon Vinnikov, Lingfeng Wu, Igor Abramovski, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao Wang, Jun Zhang, Yong Zhao, Tianyan Zhou, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang
Advances in Online Audio-Visual Meeting Transcription. ASRU (2019)
Chenguang Zhu, Michael Zeng, Xuedong Huang
SIM: A Slot-Independent Neural Model for Dialogue State Tracking. SIGdial (2019)
Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng
Meeting Transcription Using Virtual Microphone Arrays. CoRR (2019)
Chenguang Zhu, Michael Zeng, Xuedong Huang
SIM: A Slot-Independent Neural Model for Dialogue State Tracking. CoRR (2019)
Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Partha Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
Advances in Online Audio-Visual Meeting Transcription. CoRR (2019)
Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang
Meeting Transcription Using Asynchronous Distant Microphones. INTERSPEECH (2019)
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
Make Lead Bias in Your Favor: A Simple and Effective Method for News Summarization. CoRR (2019)
Chenguang Zhu, Michael Zeng, Xuedong Huang
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue. EMNLP/IJCNLP (1) (2019)
Wayne Xiong, Lingfeng Wu, Fil Alleva, Jasha Droppo, Xuedong Huang, Andreas Stolcke
The Microsoft 2017 Conversational Speech Recognition System. ICASSP (2018)
Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary, Jonathan Clark, Christian Federmann, Xuedong Huang, Marcin Junczys-Dowmunt, William Lewis, Mu Li, Shujie Liu, Tie-Yan Liu, Renqian Luo, Arul Menezes, Tao Qin, Frank Seide, Xu Tan, Fei Tian, Lijun Wu, Shuangzhi Wu, Yingce Xia, Dongdong Zhang, Zhirui Zhang, Ming Zhou
Achieving Human Parity on Automatic Chinese to English News Translation. CoRR (2018)
Xuedong Huang
Big Data for Speech and Language Processing. IEEE BigData (2018)
Chenguang Zhu, Michael Zeng, Xuedong Huang
SDNet: Contextualized Attention-based Deep Network for Conversational Question Answering. CoRR (2018)
Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
The microsoft 2016 conversational speech recognition system. ICASSP (2017)
W. Xiong, L. Wu, Fil Alleva, Jasha Droppo, Xuedong Huang, Andreas Stolcke
The Microsoft 2017 Conversational Speech Recognition System. CoRR (2017)
Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Michael L. Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
Toward Human Parity in Conversational Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25 (12) (2017)
Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
Achieving Human Parity in Conversational Speech Recognition. CoRR (2016)
Wayne Xiong, Jasha Droppo, Xuedong Huang, Frank Seide, Mike Seltzer, Andreas Stolcke, Dong Yu, Geoffrey Zweig
The Microsoft 2016 Conversational Speech Recognition System. CoRR (2016)
Zhenghao Wang, Shengquan Yan, Huaming Wang, Xuedong Huang
Large-Scale Question Answering with Joint Embedding and Proof Tree Decoding. CIKM (2015)
Zheng Chen, Jian-Tao Sun, Xuedong Huang
Web Information at Your Fingertips: Paper as an Interaction Metaphor. Computer 47 (3) (2014)
Xuedong Huang, James Baker, Raj Reddy
A historical perspective of speech recognition. Commun. ACM 57 (1) (2014)
Liu Wenyin, Qing Li, Xuedong Huang
International workshop on question answering on the web (QAWeb2008). WWW (2008)
Li Deng, Ye-Yi Wang, Kuansan Wang, Alex Acero, Hsiao-Wuen Hon, Jasha Droppo, Constantinos Boulis, Milind Mahajan, Xuedong Huang
Speech and Language Processing for Multimodal Human-Computer Interaction. J. VLSI Signal Process. 36 (2-3) (2004)
Zhengyou Zhang, Zicheng Liu, Mike Sinclair, Alex Acero, Li Deng, Jasha Droppo, Xuedong Huang, Yanli Zheng
Multi-sensory microphones for robust speech detection, enhancement and recognition. ICASSP (3) (2004)
Li Deng, Xuedong Huang
Challenges in adopting speech recognition. Commun. ACM 47 (1) (2004)
Xuedong Huang
Enabling natural computing. ISCSLP (2004)
Zicheng Liu, Zhengyou Zhang, Alejandro Acero, Jasha Droppo, Xuedong Huang
Direct filtering for air- and bone-conductive microphones. MMSP (2004)
Li Deng, Kuansan Wang, Alex Acero, Hsiao-Wuen Hon, Jasha Droppo, Constantinos Boulis, Ye-Yi Wang, Derek Jacoby, Milind Mahajan, Ciprian Chelba, Xuedong Huang
Distributed speech processing in miPad's multimodal user interface. IEEE Trans. Speech Audio Process. 10 (8) (2002)
Li Deng, Alex Acero, Ye-Yi Wang, Kuansan Wang, Hsiao-Wuen Hon, Jasha Droppo, Milind Mahajan, Xuedong Huang
A speech-centric perspective for human-computer interface. IEEE Workshop on Multimedia Signal Processing (2002)
Xuedong Huang, Alex Acero, Ciprian Chelba, Li Deng, Jasha Droppo, Doug Duchene, Joshua Goodman, Hsiao-Wuen Hon, Derek Jacoby, Li Jiang, Ricky Loynd, Milind Mahajan, Peter Mau, Scott Meredith, Salman Mughal, Salvado Neto, Mike Plumpe, Kuansan Steury, Gina Venolia, Kuansan Wang, Ye-Yi Wang
MiPad: a multimodal interaction prototype. ICASSP (2001)
Li Deng, Alex Acero, Li Jiang, Jasha Droppo, Xuedong Huang
High-performance robust speech recognition using stereo training data. ICASSP (2001)
Xuedong Huang, Alex Acero, Ciprian Chelba, Li Deng, Doug Duchene, Joshua Goodman, Hsiao-Wuen Hon, Derek Jacoby, Li Jiang, Ricky Loynd, Milind Mahajan, Peter Mau, Scott Meredith, Salman Mughal, Salvado Neto, Mike Plumpe, Kuansan Wang, Ye-Yi Wang
Mipad: a next generation PDA prototype. INTERSPEECH (2000)
Ye-Yi Wang, Milind Mahajan, Xuedong Huang
A unified context-free grammar and n-gram model for spoken language processing. ICASSP (2000)
Li Deng, Alex Acero, Mike Plumpe, Xuedong Huang
Large-vocabulary speech recognition under adverse acoustic environments. INTERSPEECH (2000)
Li Jiang, Xuedong Huang
Subword-dependent speaker clustering for improved speech recognition. INTERSPEECH (2000)
Li Jiang, Xuedong Huang
Unified decoding and feature representation for improved speech recognition. EUROSPEECH (1999)
Matthew Richardson, Mei-Yuh Hwang, Alex Acero, Xuedong Huang
Improvements on speech recognition for fast talkers. EUROSPEECH (1999)
Milind Mahajan, Doug Beeferman, Xuedong Huang
Improved topic-dependent language modeling using information retrieval techniques. ICASSP (1999)
Fil Alleva, Xuedong Huang, Mei-Yuh Hwang, Li Jiang
Can continuous speech recognizers handle isolated speech? Speech Commun. 26 (3) (1998)
Mei-Yuh Hwang, Xuedong Huang
Dynamically configurable acoustic models for speech recognition. ICASSP (1998)
Gregory Aist, Peggy Chan, Xuedong Huang, Li Jiang, Rebecca Kennedy, DeWitt Latimer IV, Jack Mostow, Calvin Yeung
How effective is unsupervised data collection for children's speech recognition? ICSLP (1998)
Mike Plumpe, Alex Acero, Hsiao-Wuen Hon, Xuedong Huang
HMM-based smoothing for concatenative speech synthesis. ICSLP (1998)
Hsiao-Wuen Hon, Alex Acero, Xuedong Huang, Jingsong Liu, Mike Plumpe
Automatic generation of synthesis units for trainable text-to-speech systems. ICASSP (1998)
Li Jiang, Xuedong Huang
Vocabulary-independent word confidence measure using subword features. ICSLP (1998)
Xuedong Huang, Alex Acero, Hsiao-Wuen Hon, Yun-Cheng Ju, Jingsong Liu, Scott Meredith, Mike Plumpe
Recent improvements on Microsoft's trainable text-to-speech system-Whistler. ICASSP (1997)
Li Jiang, Hsiao-Wuen Hon, Xuedong Huang
Improvements on a trainable letter-to-sound converter. EUROSPEECH (1997)
Fil Alleva, Xuedong Huang, Mei-Yuh Hwang, Li Jiang
Can continuous speech recognizers handle isolated speech? EUROSPEECH (1997)
Alex Acero, Xuedong Huang
Speaker and gender normalization for continuous-density hidden Markov models. ICASSP (1996)
Xuedong Huang, Alex Acero, J. Adcock, Hsiao-Wuen Hon, J. Goldsmith, Jingsong Liu, Mike Plumpe
Whistler: a trainable text-to-speech system. ICSLP (1996)
Fil Alleva, Xuedong Huang, Mei-Yuh Hwang
Improvements on the pronunciation prefix tree search organization. ICASSP (1996)
Xuedong Huang, Mei-Yuh Hwang, Li Jiang, Milind Mahajan
Deleted interpolation and density sharing for continuous hidden Markov models. ICASSP (1996)
Mei-Yuh Hwang, Xuedong Huang, Fileno A. Alleva
Predicting unseen triphones with senones. IEEE Trans. Speech Audio Process. 4 (6) (1996)
Xuedong Huang, Alex Acero, Fil Alleva, Mei-Yuh Hwang, Li Jiang, Milind Mahajan
Microsoft Windows highly intelligent speech recognizer: Whisper. ICASSP (1995)
Mei-Yuh Hwang, Ronald Rosenfeld, Eric H. Thayer, Mosur Ravishankar, Lin Lawrence Chase, Robert Weide, Xuedong Huang, Fil Alleva
Improving speech recognition performance via phone-dependent VQ codebooks and adaptive language models in SPHINX-II. ICASSP (1) (1994)
Xuedong Huang
Session 2: Language Modeling. HLT (1994)
Xuedong Huang, Hsiao-Wuen Hon, Mei-Yuh Hwang, Kai-Fu Lee
A comparative study of discrete, semicontinuous, and continuous hidden Markov models. Comput. Speech Lang. 7 (4) (1993)
Fil Alleva, Xuedong Huang, Mei-Yuh Hwang
An improved search algorithm using incremental knowledge for continuous speech recognition. ICASSP (2) (1993)
Xuedong Huang, Kai-Fu Lee
On speaker-independent, speaker-dependent, and speaker-adaptive speech recognition. IEEE Trans. Speech Audio Process. 1 (2) (1993)
Fu-Hua Liu, Richard M. Stern, Xuedong Huang, Alejandro Acero
Efficient Cepstral Normalization For Robust Speech Recognition. HLT (1993)
Mei-Yuh Hwang, Xuedong Huang, Fil Alleva
Predicting unseen triphones with senones. ICASSP (2) (1993)
Xuedong Huang, Fileno A. Alleva, Hsiao-Wuen Hon, Mei-Yuh Hwang, Kai-Fu Lee, Ronald Rosenfeld
The SPHINX-II speech recognition system: an overview. Comput. Speech Lang. 7 (2) (1993)
Mei-Yuh Hwang, Fil Alleva, Xuedong Huang
Senones, multi-pass search, and unified stochastic modeling in sphinx-II. EUROSPEECH (1993)
Xuedong Huang, M. Belin, Fil Alleva, Mei-Yuh Hwang
Unified stochastic engine (USE) for speech recognition. ICASSP (2) (1993)
Xuedong Huang, Fileno A. Alleva, Mei-Yuh Hwang, Ronald Rosenfeld
An Overview of the SPHINX-II Speech Recognition System. HLT (1993)
Mei-Yuh Hwang, Xuedong Huang
Shared-distribution hidden Markov models for speech recognition. IEEE Trans. Speech Audio Process. 1 (4) (1993)
Mei-Yuh Hwang, Xuedong Huang
Subphonetic modeling with Markov states-Senone. ICASSP (1992)
Xuedong Huang
Speaker normalization for speech recognition. ICASSP (1992)
Ronald Rosenfeld, Xuedong Huang, Merrick L. Furst
Exploiting correlations among competing models with application to large vocabulary speech recognition. ICASSP (1992)
Fil Alleva, Hsiao-Wuen Hon, Xuedong Huang, Mei-Yuh Hwang, Ronald Rosenfeld, Robert Weide
Applying SPHINX-II to the DARPA Wall Street Journal CSR Task. HLT (1992)
Xuedong Huang
Minimizing Speaker Variation Effects for Speaker-Independent Speech Recognition. HLT (1992)
Ronald Rosenfeld, Xuedong Huang
Improvements in Stochastic Language Modeling. HLT (1992)
Wayne H. Ward, Sunil lssar, Xuedong Huang, Hsiao-Wuen Hon, Mei-Yuh Hwang, Sheryl Young, Michael Matessa, Fu-Hua Liu, Richard M. Stern
Speech Understanding in Open Tasks. HLT (1992)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xuedong Huang