Yan Huang

Principal Applied Scientist

Publications

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- Multi Transcription-Style Speech Transcription Using Attention-based Encoder-decoder Model
  
  Yan Huang, Piyush Behre, Guoli Ye, Shawn Chang, Yifan Gong
  
  ASRU 2023 | December 2023
  
  Publication
- Rapid Speaker Adaptation for Conformer Transducer: Attention and Bias are All You Need
  
  Yan Huang, Guoli Ye, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Rapid RNN-T Adaptation Using Personalized Speech Synthesis and Neural Language Generator
  
  Yan Huang, Jinyu Li, Lei He, Wenning Wei, William Gale, Yifan Gong
  
  Interspeech | October 2020
  
  Publication
- Acoustic Model Adaptation for Presentation Transcription and Intelligent Meeting Assistant Systems
  
  Yan Huang, Yifan Gong
  
  ICASSP 2020 | May 2020
  
  Publication
- L-Vector: Neural Label Embedding for Domain Adaptation
  
  Zhong Meng, Hu Hu, Jinyu Li, Changliang Liu, Yan Huang, Yifan Gong, Chin-Hui Lee
  
  ICASSP | April 2020
  
  Publication
- Using personalized speech synthesis and neural language generator for rapid speaker adaptation
  
  Yan Huang, Lei He, Wenning Wei, William Gale, Jinyu Li, Yifan Gong
  
  ICASSP | April 2020
  
  Publication
- Advances in Online Audio-Visual Meeting Transcription
  
  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, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
  Publication Project
- Improving mask learning based speech enhancement system with restoration layers and residual connection
  
  Zhuo Chen, Yan Huang, Jinyu Li, Yifan Gong
  
  Interspeech | August 2017
  
  Publication
- Don’t Count on ASR to Transcribe for You: Breaking Bias with Two Crowds
  
  Michael Levit, Yan Huang, Shawn Chang, Yifan Gong
  
  Interspeech | August 2017
  
  Publication
- Improved Cepstra Minimum-Mean-Square-Error Noise Reduction Algorithm For Robust Speech Recognition
  
  Jinyu Li, Yan Huang, Yifan Gong
  
  ICASSP | April 2017
  
  Publication
- Semi-Supervised Training in Deep Learning Acoustic Model
  
  Yan Huang, yongqiang wang, Yifan Gong
  
  Interspeech 2016 | September 2016
  
  Publication
- Regularized Sequence-Level Deep Neural Network Model Adaptation
  
  Yan Huang, Yifan Gong
  
  Interspeech 2015 | September 2015
  
  Publication
- Towards Better Performance with Heterogeneous Training Data in Acoustic Modeling using Deep Neural Networks
  
  Yan Huang, Malcolm Slaney, Yifan Gong, Mike Seltzer
  
  Proceedings of Interspeech 2014 | September 2014
  
  Publication
- A Comparative Analytic Study on the Gaussian Mixture and Context Dependent Deep Neural Network Hidden Markov Models
  
  Yan Huang, Dong Yu, Chaojun Liu, Yifan Gong
  
  Interspeech 2014 | September 2014
  
  Interspeech 2014
  
  Publication
- Multi-Accent Deep Neural Network Acoustic Model with Accent-Specific Top Layer Using the KLD-Regularized Model Adaptation
  
  Yan Huang, Dong Yu, Chaojun Liu, Yifan Gong
  
  Interspeech 2014 | September 2014
  
  Interspeech 2014
  
  Publication
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong
  
  August 2013
  
  Publication
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong, Chaojun Liu
  
  Interspeech 2013 | August 2013
  
  Publication
- T-Drive: Driving Directions Based on Taxi Trajectories
  
  Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
  
  Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
  
  Best Paper Award
  
  Publication Publication Video Project Project Project

- Multi Transcription-Style Speech Transcription Using Attention-based Encoder-decoder Model
  
  Yan Huang, Piyush Behre, Guoli Ye, Shawn Chang, Yifan Gong
  
  ASRU 2023 | December 2023
  
  Publication
- Rapid Speaker Adaptation for Conformer Transducer: Attention and Bias are All You Need
  
  Yan Huang, Guoli Ye, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Rapid RNN-T Adaptation Using Personalized Speech Synthesis and Neural Language Generator
  
  Yan Huang, Jinyu Li, Lei He, Wenning Wei, William Gale, Yifan Gong
  
  Interspeech | October 2020
  
  Publication
- Acoustic Model Adaptation for Presentation Transcription and Intelligent Meeting Assistant Systems
  
  Yan Huang, Yifan Gong
  
  ICASSP 2020 | May 2020
  
  Publication
- Using personalized speech synthesis and neural language generator for rapid speaker adaptation
  
  Yan Huang, Lei He, Wenning Wei, William Gale, Jinyu Li, Yifan Gong
  
  ICASSP | April 2020
  
  Publication
- L-Vector: Neural Label Embedding for Domain Adaptation
  
  Zhong Meng, Hu Hu, Jinyu Li, Changliang Liu, Yan Huang, Yifan Gong, Chin-Hui Lee
  
  ICASSP | April 2020
  
  Publication
- Advances in Online Audio-Visual Meeting Transcription
  
  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, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
  Publication Project
- Improving mask learning based speech enhancement system with restoration layers and residual connection
  
  Zhuo Chen, Yan Huang, Jinyu Li, Yifan Gong
  
  Interspeech | August 2017
  
  Publication
- Don’t Count on ASR to Transcribe for You: Breaking Bias with Two Crowds
  
  Michael Levit, Yan Huang, Shawn Chang, Yifan Gong
  
  Interspeech | August 2017
  
  Publication
- Improved Cepstra Minimum-Mean-Square-Error Noise Reduction Algorithm For Robust Speech Recognition
  
  Jinyu Li, Yan Huang, Yifan Gong
  
  ICASSP | April 2017
  
  Publication
- Semi-Supervised Training in Deep Learning Acoustic Model
  
  Yan Huang, yongqiang wang, Yifan Gong
  
  Interspeech 2016 | September 2016
  
  Publication
- Regularized Sequence-Level Deep Neural Network Model Adaptation
  
  Yan Huang, Yifan Gong
  
  Interspeech 2015 | September 2015
  
  Publication
- Multi-Accent Deep Neural Network Acoustic Model with Accent-Specific Top Layer Using the KLD-Regularized Model Adaptation
  
  Yan Huang, Dong Yu, Chaojun Liu, Yifan Gong
  
  Interspeech 2014 | September 2014
  
  Interspeech 2014
  
  Publication
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong
  
  August 2013
  
  Publication
- Advances in Online Audio-Visual Meeting Transcription
  
  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, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
  Publication Project
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong
  
  August 2013
  
  Publication
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong, Chaojun Liu
  
  Interspeech 2013 | August 2013
  
  Publication
- T-Drive: Driving Directions Based on Taxi Trajectories
  
  Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
  
  Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
  
  Best Paper Award
  
  Publication Publication Video Project Project Project
- Advances in Online Audio-Visual Meeting Transcription
  
  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, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
  Publication Project
- Advances in Online Audio-Visual Meeting Transcription
  
  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, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
  Publication Project
- Towards Better Performance with Heterogeneous Training Data in Acoustic Modeling using Deep Neural Networks
  
  Yan Huang, Malcolm Slaney, Yifan Gong, Mike Seltzer
  
  Proceedings of Interspeech 2014 | September 2014
  
  Publication
- A Comparative Analytic Study on the Gaussian Mixture and Context Dependent Deep Neural Network Hidden Markov Models
  
  Yan Huang, Dong Yu, Chaojun Liu, Yifan Gong
  
  Interspeech 2014 | September 2014
  
  Interspeech 2014
  
  Publication
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong, Chaojun Liu
  
  Interspeech 2013 | August 2013
  
  Publication
- T-Drive: Driving Directions Based on Taxi Trajectories
  
  Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
  
  Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
  
  Best Paper Award
  
  Publication Publication Video Project Project Project

- Multi Transcription-Style Speech Transcription Using Attention-based Encoder-decoder Model
  
  Yan Huang, Piyush Behre, Guoli Ye, Shawn Chang, Yifan Gong
  
  ASRU 2023 | December 2023
  
  Publication
- Rapid Speaker Adaptation for Conformer Transducer: Attention and Bias are All You Need
  
  Yan Huang, Guoli Ye, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Rapid RNN-T Adaptation Using Personalized Speech Synthesis and Neural Language Generator
  
  Yan Huang, Jinyu Li, Lei He, Wenning Wei, William Gale, Yifan Gong
  
  Interspeech | October 2020
  
  Publication
- Acoustic Model Adaptation for Presentation Transcription and Intelligent Meeting Assistant Systems
  
  Yan Huang, Yifan Gong
  
  ICASSP 2020 | May 2020
  
  Publication
- Using personalized speech synthesis and neural language generator for rapid speaker adaptation
  
  Yan Huang, Lei He, Wenning Wei, William Gale, Jinyu Li, Yifan Gong
  
  ICASSP | April 2020
  
  Publication
- L-Vector: Neural Label Embedding for Domain Adaptation
  
  Zhong Meng, Hu Hu, Jinyu Li, Changliang Liu, Yan Huang, Yifan Gong, Chin-Hui Lee
  
  ICASSP | April 2020
  
  Publication
- Advances in Online Audio-Visual Meeting Transcription
  
  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, Sarangarajan Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao (Hao) Wang, Jun Zhang, Yong Zhao, Tianyan Zhou
  
  ASRU 2019 | December 2019
  
  Publication Project
- Improving mask learning based speech enhancement system with restoration layers and residual connection
  
  Zhuo Chen, Yan Huang, Jinyu Li, Yifan Gong
  
  Interspeech | August 2017
  
  Publication
- Improved Cepstra Minimum-Mean-Square-Error Noise Reduction Algorithm For Robust Speech Recognition
  
  Jinyu Li, Yan Huang, Yifan Gong
  
  ICASSP | April 2017
  
  Publication
- Semi-Supervised Training in Deep Learning Acoustic Model
  
  Yan Huang, yongqiang wang, Yifan Gong
  
  Interspeech 2016 | September 2016
  
  Publication
- Regularized Sequence-Level Deep Neural Network Model Adaptation
  
  Yan Huang, Yifan Gong
  
  Interspeech 2015 | September 2015
  
  Publication
- Towards Better Performance with Heterogeneous Training Data in Acoustic Modeling using Deep Neural Networks
  
  Yan Huang, Malcolm Slaney, Yifan Gong, Mike Seltzer
  
  Proceedings of Interspeech 2014 | September 2014
  
  Publication
- Multi-Accent Deep Neural Network Acoustic Model with Accent-Specific Top Layer Using the KLD-Regularized Model Adaptation
  
  Yan Huang, Dong Yu, Chaojun Liu, Yifan Gong
  
  Interspeech 2014 | September 2014
  
  Interspeech 2014
  
  Publication
- A Comparative Analytic Study on the Gaussian Mixture and Context Dependent Deep Neural Network Hidden Markov Models
  
  Yan Huang, Dong Yu, Chaojun Liu, Yifan Gong
  
  Interspeech 2014 | September 2014
  
  Interspeech 2014
  
  Publication
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong
  
  August 2013
  
  Publication
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong, Chaojun Liu
  
  Interspeech 2013 | August 2013
  
  Publication
- T-Drive: Driving Directions Based on Taxi Trajectories
  
  Jing Yuan, Yu Zheng, Chengyang Zhang, Wenlei Xie, Xing Xie, Guangzhong Sun, Yan Huang
  
  Proceedings of 18th ACM SIGSPATIAL Conference on Advances in Geographical Information Systems | November 2010
  
  Best Paper Award
  
  Publication Publication Video Project Project Project
- Don’t Count on ASR to Transcribe for You: Breaking Bias with Two Crowds
  
  Michael Levit, Yan Huang, Shawn Chang, Yifan Gong
  
  Interspeech | August 2017
  
  Publication