Yifan Gong

Principal Scientist Architect

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出版物

表示方法:

- Building High-accuracy Multilingual ASR with Gated Language Experts and Curriculum Training
  
  Eric Sun, Jinyu Li, Yuxuan Hu, Yimeng Zhu, Long Zhou, Jian Xue, Peidong Wang, Linquan Liu, Shujie Liu, Edward Lin, Yifan Gong
  
  December 2023
  
  Publication
- 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
- STREAMING, FAST AND ACCURATE ON-DEVICE INVERSE TEXT NORMALIZATION FOR AUTOMATIC SPEECH RECOGNITION
  
  Yashesh Gaur, Nick Kibre, Jian Xue, Kangyuan Shu, Yuhui Wang, Issac Alphanso, Jinyu Li, Yifan Gong
  
  Spoken Language Technology Workshop | January 2023
  
  Publication
- Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong
  
  Interspeech 2022 | September 2022
  
  Publication
- Endpoint Detection for Streaming End-to-End Multi-talker ASR
  
  Liang Lu, Jinyu Li, Yifan Gong
  
  ICASSP 2022 | May 2022
  
  Publication
- Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition
  
  Guoli Ye, Vadim Mazalov, Jinyu Li, Yifan Gong
  
  ICASSP 2022 | May 2022
  
  Publication
- On Addressing Practical Challenges For RNN-Transducer
  
  Rui Zhao, Jian Xue, Jinyu Li, Wenning Wei, Lei He, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2021
  
  Publication
- Joint speaker diarisation and tracking in switching state-space model
  
  Jeremy Wong, Yifan Gong
  
  arXiv | September 2021
  
  Publication
- Diarisation using location tracking with agglomerative clustering
  
  Jeremy Wong, Igor Abramovski, Xiong Xiao, Yifan Gong
  
  arXiv | September 2021
  
  Publication
- Improving Multilingual Transformer Transducer Models by Reducing Language Confusions
  
  Eric Sun, Jinyu Li, Zhong Meng, Yu Wu, Jian Xue, Shujie Liu, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Improving RNN-T for Domain Scaling Using Semi-Supervised Training with Neural TTS
  
  Yan Deng, Rui Zhao, Zhong Meng, Xie Chen, Bing Liu, Jinyu Li, Yifan Gong, Lei He
  
  Interspeech 2021 | August 2021
  
  Publication
- Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
  
  Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Multiple Softmax Architecture for Streaming Multilingual End-to-End ASR Systems
  
  Vikas Joshi, Amit Das, Eric Sun, Rupesh Mehta, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer
  
  Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  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
- Streaming Multi-talker Speech Recognition with Joint Speaker Identification
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Ensemble Combination between Different Time Segmentations
  
  Jeremy Wong, Dimitrios Dimitriadis, Kenichi Kumatani, Yashesh Gaur, George Polovets, Partha Parthasarathy, Eric Sun, Jinyu Li, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- Hidden Markov model diarisation with speaker location information
  
  Jeremy Wong, Xiong Xiao, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication
- Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020
  
  Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication プロジェクトプロジェクト
- Streaming end-to-end multi-talker speech recognition
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  IEEE Signal Processing Letter | April 2021, 巻28
  
  Publication
- Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong
  
  SLT 2021 | January 2021
  
  Publication
- Speaker Separation Using Speaker Inventories and Estimated Speech
  
  Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong
  
  IEEE Transactions on Audio, Speech, and Language Processing | December 2020, 巻29: pp. 537-546
  
  PDF DOI
- Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability
  
  Jinyu Li, Rui Zhao, Zhong Meng, Yanqing Liu, Wenning Wei, Sarangarajan Parthasarathy, Vadim Mazalov, Zhenghao Wang, Lei He, Sheng Zhao, Yifan Gong
  
  Interspeech | October 2020
  
  Publication
- Combination of end-to-end and hybrid models for speech recognition
  
  Jeremy Wong, Yashesh Gaur, Rui Zhao, Liang Lu, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech | October 2020
  
  Publication
- Exploring Transformers for Large-Scale Speech Recognition
  
  Liang Lu, Changliang Liu, Jinyu Li, Yifan Gong
  
  Interspeech | October 2020
  
  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
- High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model
  
  Jinyu Li, Rui Zhao, Eric Sun, Jeremy Wong, Amit Das, Zhong Meng, Yifan Gong
  
  ICASSP | April 2020
  
  Publication
- Exploring pre-training with alignments for RNN transducer based end-to-end speech recognition
  
  Hu Hu, Rui Zhao, Jinyu Li, Liang Lu, 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
- Minimum latency training strategies for streaming sequence-to-sequence ASR
  
  Hirofumi Inaguma, Yashesh Gaur, Liang Lu, Jinyu Li, Yifan Gong
  
  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 プロジェクト
- Advancing Acoustic-to-Word CTC Model with Attention and Mixed-Units
  
  Amit Das, Jinyu Li, Guoli Ye, Rui Zhao, Yifan Gong
  
  IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING | December 2019, pp. 1880-1892
  
  Publication
- Character-aware attention-based end-to-end speech recognition
  
  Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- CNN with phonetic attention for text-independent speaker verification
  
  Tianyan Zhou, yong zhao, Jinyu Li, Yifan Gong, Jian Wu
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- Domain adaptation via teacher-student learning for end-to-end speech recognition
  
  Zhong Meng, Jinyu Li, Yashesh Gaur, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- Improving RNN Transducer Modeling for End-to-End Speech Recognition
  
  Jinyu Li, Rui Zhao, Hu Hu, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- Acoustic-to-Phrase Models for Speech Recognition
  
  Yashesh Gaur, Jinyu Li, Zhong Meng, Yifan Gong
  
  Interspeech | September 2019
  
  Publication
- Layer Trajectory BLSTM
  
  Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech | September 2019
  
  Publication
- Speaker Adaptation for Attention-Based End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong
  
  Interspeech | September 2019
  
  Publication
- Adversarial Speaker Adaptation
  
  Zhong Meng, Jinyu Li, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Adversarial Speaker Verification
  
  Zhong Meng, Yong Zhao, Jinyu Li, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Attentive Adversarial Learning for Domain-Invariant Training
  
  Zhong Meng, Jinyu Li, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Conditional Teacher-Student Learning
  
  Zhong Meng, Jinyu Li, Yong Zhao, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Improving Layer Trajectory LSTM With Future Context Frames
  
  Jinyu Li, Liang Lu, Changliang Liu, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Towards Code-Switching ASR for End-to-End CTC Models
  
  Ke Li, Jinyu Li, Guoli Ye, Rui Zhao, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Universal Acoustic Modeling Using Neural Mixture Models
  
  Amit Das, Jinyu Li, Changliang Liu, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Exploring layer trajectory LSTM with depth processing units and attention
  
  Jinyu Li, Liang Lu, Changliang Liu, Yifan Gong
  
  Spoken Language Technology | December 2018
  
  Publication
- MULTI-CHANNEL OVERLAPPED SPEECH RECOGNITION WITH LOCATION GUIDED SPEECH EXTRACTION NETWORK
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  Spoken Language Technology | December 2018
  
  Publication
- Speaker Adaptation for End-to-End CTC Models
  
  Ke Li, Jinyu Li, yong zhao, Yifan Gong (ygong), Kshitiz Kumar
  
  Spoken Language Technology | December 2018
  
  Publication
- Adversarial Feature-Mapping for Speech Enhancement
  
  Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
  
  Interspeech 2018 | September 2018
  
  Publication
- Cycle-Consistent Speech Enhancement
  
  Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
  
  Interspeech 2018 | September 2018
  
  Publication
- Layer Trajectory LSTM
  
  Jinyu Li, Changliang Liu, Yifan Gong
  
  Interspeech 2018 | September 2018
  
  公開日
- Advancing Acoustic-to-Word CTC Model
  
  Jinyu Li, Guoli Ye, Amit Das, Rui Zhao, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Advancing Connectionist Temporal Classification With Attention Modeling
  
  Amit Das, Jinyu Li, Rui Zhao, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Developing Far-Field Speaker System Via Teacher-Student Learning
  
  Jinyu Li, Rui Zhao, Zhuo Chen, Changliang Liu, Xiong Xiao, Guoli Ye, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation
  
  Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang (Fred) Juang
  
  ICASSP | April 2018
  
  Publication
- DOMAIN AND SPEAKER ADAPTATION FOR CORTANA SPEECH RECOGNITION
  
  Yong Zhao, Jinyu Li, Shixiong Zhang, Liping Chen, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Efficient integration of fixed beamformers and speech separation networks for multi-channel far-field speech separation
  
  Zhuo Chen, Takuya Yoshioka, Xiong Xiao, Jinyu Li, Michael L. Seltzer, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Speaker-Invariant Training via Adversarial Learning
  
  Zhong Meng, Jinyu Li, Zhuo Chen, Yong Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang (Fred) Juang
  
  ICASSP | April 2018
  
  Publication
- Acoustic-To-Word Model Without OOV
  
  Jinyu Li, Guoli Ye, Rui Zhao, Jasha Droppo, Yifan Gong
  
  ASRU | December 2017
  
  公開日
- Unsupervised Adaptation with Domain Separation Networks for Robust Speech Recognition
  
  Zhong Meng, Zhuo Chen, Vadim Mazalov, Jinyu Li, Yifan Gong
  
  ASRU | December 2017
  
  Publication
- 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
- Large-Scale Domain Adaptation via Teacher-Student Learning
  
  Jinyu Li, Michael Seltzer, Xi Wang, Rui Zhao, Yifan Gong
  
  Interspeech | August 2017
  
  公開日
- 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
  
  公開日
- Challenges and Solutions to Deep Learning Network Acoustic Modeling in Speech Recognition Products at Microsoft
  
  Yifan Gong, Jinyu Li
  
  New Era for Robust Speech Recognitino: Exploiting Deep Learning | Springer による投稿 | 2017
  
  公開日公開日
- Extended low-rank plus diagonal adaptation for deep and recurrent neural networks
  
  yong zhao, Jinyu Li, kshitiz kumar, Yifan Gong
  
  ICASSP | April 2017
  
  公開日
- Improved Cepstra Minimum-Mean-Square-Error Noise Reduction Algorithm For Robust Speech Recognition
  
  Jinyu Li, Yan Huang, Yifan Gong
  
  ICASSP | April 2017
  
  公開日
- End-to-End Attention Based Text-Dependent Speaker Verification
  
  Shixiong Zhang, Zhuo Chen, Yong Zhao, Jinyu Li, Yifan Gong
  
  SLT workshop | December 2016
  
  公開日
- Semi-Supervised Training in Deep Learning Acoustic Model
  
  Yan Huang, yongqiang wang, Yifan Gong
  
  Interspeech 2016 | September 2016
  
  公開日
- Exploring Multidimensional LSTMs for Large Vocabulary ASR
  
  Jinyu Li, Abdul Raheem Mohammad, Geoffrey Zweig, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- Low-rank Plus Diagonal Adaption for Deep Neural Networks
  
  Yong Zhao, Jinyu Li, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- Recurrent Support Vector Machines for Speech Recognition
  
  Shi-Xiong Zhang, Rui Zhao, Chaojun Liu, Jinyu Li, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- Simplifying Long Short-term Memory Acoustic Models for Fast Training and Decoding
  
  Yajie Miao, Jinyu Li, Yongqiang Wang, Shi-Xiong Zhang, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- LSTM Time and Frequency Recurrence for Automatic Speech Recognition
  
  Jinyu Li, Abdelrahman Mohamed, Geoffrey Zweig, Yifan Gong
  
  IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
  
  公開日
- Compensation with Prior Knowledge
  
  Jinyu Li, Li Deng, Yifan Gong
  
  Robust Automatic Speech Recognition: A Bridge to Practical Applications | Elsevier による投稿 | 2015 | Robust Automatic Speech Recognition: A Bridge to Practical Applications edition
  
  公開日
- Regularized Sequence-Level Deep Neural Network Model Adaptation
  
  Yan Huang, Yifan Gong
  
  Interspeech 2015 | September 2015
  
  公開日
- SVD-based Universal DNN Modeling for Multiple Scenarios
  
  Changliang Liu, Jinyu Li, Yifan Gong
  
  September 2015
  
  公開日
- An Analysis of Convolutional Neural Networks for Speech Recognition
  
  Jui-Ting Huang, Jinyu Li, Yifan Gong
  
  ICASSP | April 2015
  
  公開日
- Deep Neural Support Vector Machines for Speech Recognition
  
  Shi-Xiong Zhang, Chaojun Liu, Kaisheng Yao, Yifan Gong
  
  April 2015
  
  公開日
- Investigating Online Low-Footprint Speaker Adaptation Using Generalized Linear Regression and Click-Through Data
  
  Yong Zhao, Jinyu Li, Jian Xue, Yifan Gong
  
  ICASSP | April 2015
  
  ICASSP
  
  公開日
- Small-footprint high-performance deep neural network-based speech recognition using split-VQ
  
  Yongqiang Wang, Jinyu Li, Yifan Gong
  
  ICASSP | April 2015
  
  公開日
- variable-activation and variable-input deep neural network for robust speech recognition
  
  Rui Zhao, Jinyu Li, Yifan Gong
  
  IEEE SLT workshop | December 2014
  
  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
  
  公開日
- 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
  
  公開日
- Learning Small-Size DNN with Output-Distribution-Based Criteria
  
  Jinyu Li, Rui Zhao, Jui-Ting Huang, Yifan Gong
  
  Interspeech | September 2014
  
  Interspeech
  
  公開日
- 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
  
  公開日
- Variable-Component Deep Neural Network for Robust Speech Recognition
  
  Jinyu Li, Yifan Gong
  
  Interspeech | September 2014
  
  Interspeech
  
  公開日
- An Overview of Noise-Robust Automatic Speech Recognition
  
  Jinyu Li, Li Deng, Yifan Gong, Reinhold Haeb-Umbach
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | April 2014, 巻22: pp. 745
  
  公開日
- Factorized adaptation for deep neural network
  
  Jinyu Li, Jui-Ting Huang, Yifan Gong
  
  ICASSP | January 2014
  
  公開日
- Singular Value Decomposition Based Low-footprint Speaker Adaptation and Personalization for Deep Neural Network
  
  Jian Xue, Jinyu Li, Dong Yu, Mike Seltzer, Yifan Gong
  
  ICASSP | January 2014
  
  公開日
- 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
  
  公開日
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong
  
  August 2013
  
  公開日
- Cross-language Knowledge Transfer using Multilingual Deep Neural Network with Shared Hidden Layers
  
  Jui-Ting Huang, Jinyu Li, Dong Yu, Li Deng, Yifan Gong
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2013
  
  公開日
- Predicting speech recognition confidence using deep learning with word identity and score features
  
  Po-Sen Huang, Kshitiz Kumar, Chaojun Liu, Yifan Gong, Li Deng
  
  Proc. ICASSP | May 2013
  
  公開日
- Recent Advances in Deep Learning for Speech Research at Microsoft
  
  Li Deng, Jinyu Li, Jui-Ting Huang, Kaisheng Yao, Dong Yu, Frank Seide, Mike Seltzer, Geoff Zweig, Xiaodong He, Jason Williams, Yifan Gong, Alex Acero
  
  May 2013
  
  公開日プロジェクト
- A fast maximum likelihood nonlinear feature transformation method for GMM-HMM speaker adaptation
  
  Kaisheng Yao, Dong Yu, Li Deng, Yifan Gong
  
  Neurocomputing | January 2013
  
  公開日
- Restructuring of Deep Neural Network Acoustic Models with Singular Value Decomposition
  
  Jian Xue, Jinyu Li, Yifan Gong
  
  Interspeech | January 2013
  
  公開日
- Adaptation Of Context-Dependent Deep Neural Networks For Automatic Speech Recognition
  
  Kaisheng Yao, Dong Yu, Frank Seide, Hang Su, Li Deng, Yifan Gong
  
  SLT 2012 | December 2012
  
  SLT 2012
  
  公開日
- Towards High-Accuracy Low-Cost Noisy Robust Speech Recognition Exploiting Structured Model
  
  Jinyu Li, Dong Yu, Li Deng, Yifan Gong
  
  ICML Workshop 2011 | June 2011
  
  公開日
- Unscented Transform with Online Distortion Estimation for HMM Adaptation
  
  Jinyu Li, Dong Yu, Li Deng, Yifan Gong
  
  Interspeech 2010 | September 2010
  
  公開日
- A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models
  
  Dong Yu, Li Deng, Yifan Gong, Alex Acero
  
  IEEE Transactions on Audio, Speech and Language Processing | September 2009, 巻17(7): pp. 1348-1360
  
  公開日プロジェクトプロジェクト
- A Study on Multilingual Acoustic Modeling For Large Vocabulary ASR
  
  Hui Lin, Li Deng, Chi-Hui Lee, Dong Yu, Alex Acero, Yifan Gong
  
  Proceedings of the ICASSP | April 2009
  
  公開日プロジェクト
- Cross-lingual speech recognition under run-time resource constraints
  
  Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
  
  Proceedings of the ICASSP | April 2009
  
  公開日プロジェクト
- A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Computer Speech and Language | January 2009, 巻23: pp. 389-405
  
  公開日プロジェクトプロジェクト
- Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jian Wu, Yifan Gong, Alex Acero
  
  ISCSLP | December 2008
  
  公開日プロジェクト
- Discriminative Training of Variable-Parameter HMMs for Noise Robust Speech Recognition
  
  Li Deng, Yifan Gong, Alex Acero, Dong Yu
  
  Proceedings of the Interspeech | September 2008
  
  公開日プロジェクト
- Parameter Clustering and Sharing in Variable-Parameter HMMs for Noise Robust Speech Recognition
  
  Dong Yu, Li Deng, Yifan Gong, Alex Acero
  
  Proc. of the Interspeech | September 2008
  
  公開日プロジェクト
- Robust speech recognition using cepstral minimum-mean-square-error noise suppressor
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, Ivan Tashev, Mike Seltzer
  
  IEEE Trans. Audio, Speech, and Language Processing | July 2008, 巻16(5)
  
  公開日プロジェクトプロジェクト
- A Minimum Mean-Square-Error Noise Reduction Algorithm on Mel-Frequency Cepstra for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
  
  Proc. ICASSP | April 2008
  
  Proc. ICASSP
  
  公開日プロジェクトプロジェクト
- Adaptation of Compressed HMM Parameters for Resource-Constrained Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero
  
  April 2008
  
  公開日プロジェクト
- HMM Adaptation Using a Phase-Sensitive Acoustic Distortion Model for Environment-Robust Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  April 2008
  
  公開日プロジェクトプロジェクト
- High-Performance HMM Adaptation With Joint Compensation of Additive and Convolutive Distortions Via Vector Taylor Series
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Proceedings IEEE Workshop on ASRU | April 2007
  
  Proceedings IEEE Workshop on ASRU
  
  公開日プロジェクトプロジェクト

- Building High-accuracy Multilingual ASR with Gated Language Experts and Curriculum Training
  
  Eric Sun, Jinyu Li, Yuxuan Hu, Yimeng Zhu, Long Zhou, Jian Xue, Peidong Wang, Linquan Liu, Shujie Liu, Edward Lin, Yifan Gong
  
  December 2023
  
  Publication
- 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
- STREAMING, FAST AND ACCURATE ON-DEVICE INVERSE TEXT NORMALIZATION FOR AUTOMATIC SPEECH RECOGNITION
  
  Yashesh Gaur, Nick Kibre, Jian Xue, Kangyuan Shu, Yuhui Wang, Issac Alphanso, Jinyu Li, Yifan Gong
  
  Spoken Language Technology Workshop | January 2023
  
  Publication
- Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong
  
  Interspeech 2022 | September 2022
  
  Publication
- On Addressing Practical Challenges For RNN-Transducer
  
  Rui Zhao, Jian Xue, Jinyu Li, Wenning Wei, Lei He, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2021
  
  Publication
- Joint speaker diarisation and tracking in switching state-space model
  
  Jeremy Wong, Yifan Gong
  
  arXiv | September 2021
  
  Publication
- Diarisation using location tracking with agglomerative clustering
  
  Jeremy Wong, Igor Abramovski, Xiong Xiao, Yifan Gong
  
  arXiv | September 2021
  
  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
- Multiple Softmax Architecture for Streaming Multilingual End-to-End ASR Systems
  
  Vikas Joshi, Amit Das, Eric Sun, Rupesh Mehta, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Improving RNN-T for Domain Scaling Using Semi-Supervised Training with Neural TTS
  
  Yan Deng, Rui Zhao, Zhong Meng, Xie Chen, Bing Liu, Jinyu Li, Yifan Gong, Lei He
  
  Interspeech 2021 | August 2021
  
  Publication
- Improving Multilingual Transformer Transducer Models by Reducing Language Confusions
  
  Eric Sun, Jinyu Li, Zhong Meng, Yu Wu, Jian Xue, Shujie Liu, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
  
  Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Streaming Multi-talker Speech Recognition with Joint Speaker Identification
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer
  
  Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Hidden Markov model diarisation with speaker location information
  
  Jeremy Wong, Xiong Xiao, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- Ensemble Combination between Different Time Segmentations
  
  Jeremy Wong, Dimitrios Dimitriadis, Kenichi Kumatani, Yashesh Gaur, George Polovets, Partha Parthasarathy, Eric Sun, Jinyu Li, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication
- Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020
  
  Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication プロジェクトプロジェクト
- Streaming end-to-end multi-talker speech recognition
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  IEEE Signal Processing Letter | April 2021, 巻28
  
  Publication
- Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong
  
  SLT 2021 | January 2021
  
  Publication
- Speaker Separation Using Speaker Inventories and Estimated Speech
  
  Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong
  
  IEEE Transactions on Audio, Speech, and Language Processing | December 2020, 巻29: pp. 537-546
  
  PDF DOI
- Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability
  
  Jinyu Li, Rui Zhao, Zhong Meng, Yanqing Liu, Wenning Wei, Sarangarajan Parthasarathy, Vadim Mazalov, Zhenghao Wang, Lei He, Sheng Zhao, Yifan Gong
  
  Interspeech | October 2020
  
  Publication
- Exploring Transformers for Large-Scale Speech Recognition
  
  Liang Lu, Changliang Liu, Jinyu Li, Yifan Gong
  
  Interspeech | October 2020
  
  Publication
- Combination of end-to-end and hybrid models for speech recognition
  
  Jeremy Wong, Yashesh Gaur, Rui Zhao, Liang Lu, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech | October 2020
  
  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
- Minimum latency training strategies for streaming sequence-to-sequence ASR
  
  Hirofumi Inaguma, Yashesh Gaur, Liang Lu, Jinyu Li, Yifan Gong
  
  ICASSP | April 2020
  
  Publication
- Exploring pre-training with alignments for RNN transducer based end-to-end speech recognition
  
  Hu Hu, Rui Zhao, Jinyu Li, Liang Lu, Yifan Gong
  
  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
- 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 プロジェクト
- CNN with phonetic attention for text-independent speaker verification
  
  Tianyan Zhou, yong zhao, Jinyu Li, Yifan Gong, Jian Wu
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- Character-aware attention-based end-to-end speech recognition
  
  Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- Domain adaptation via teacher-student learning for end-to-end speech recognition
  
  Zhong Meng, Jinyu Li, Yashesh Gaur, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- Improving RNN Transducer Modeling for End-to-End Speech Recognition
  
  Jinyu Li, Rui Zhao, Hu Hu, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- Advancing Acoustic-to-Word CTC Model with Attention and Mixed-Units
  
  Amit Das, Jinyu Li, Guoli Ye, Rui Zhao, Yifan Gong
  
  IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING | December 2019, pp. 1880-1892
  
  Publication
- Speaker Adaptation for Attention-Based End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong
  
  Interspeech | September 2019
  
  Publication
- Acoustic-to-Phrase Models for Speech Recognition
  
  Yashesh Gaur, Jinyu Li, Zhong Meng, Yifan Gong
  
  Interspeech | September 2019
  
  Publication
- Layer Trajectory BLSTM
  
  Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech | September 2019
  
  Publication
- Improving Layer Trajectory LSTM With Future Context Frames
  
  Jinyu Li, Liang Lu, Changliang Liu, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Adversarial Speaker Verification
  
  Zhong Meng, Yong Zhao, Jinyu Li, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Adversarial Speaker Adaptation
  
  Zhong Meng, Jinyu Li, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Towards Code-Switching ASR for End-to-End CTC Models
  
  Ke Li, Jinyu Li, Guoli Ye, Rui Zhao, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Attentive Adversarial Learning for Domain-Invariant Training
  
  Zhong Meng, Jinyu Li, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Conditional Teacher-Student Learning
  
  Zhong Meng, Jinyu Li, Yong Zhao, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Universal Acoustic Modeling Using Neural Mixture Models
  
  Amit Das, Jinyu Li, Changliang Liu, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Exploring layer trajectory LSTM with depth processing units and attention
  
  Jinyu Li, Liang Lu, Changliang Liu, Yifan Gong
  
  Spoken Language Technology | December 2018
  
  Publication
- MULTI-CHANNEL OVERLAPPED SPEECH RECOGNITION WITH LOCATION GUIDED SPEECH EXTRACTION NETWORK
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  Spoken Language Technology | December 2018
  
  Publication
- Speaker Adaptation for End-to-End CTC Models
  
  Ke Li, Jinyu Li, yong zhao, Yifan Gong (ygong), Kshitiz Kumar
  
  Spoken Language Technology | December 2018
  
  Publication
- Adversarial Feature-Mapping for Speech Enhancement
  
  Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
  
  Interspeech 2018 | September 2018
  
  Publication
- Cycle-Consistent Speech Enhancement
  
  Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
  
  Interspeech 2018 | September 2018
  
  Publication
- Layer Trajectory LSTM
  
  Jinyu Li, Changliang Liu, Yifan Gong
  
  Interspeech 2018 | September 2018
  
  公開日
- Advancing Connectionist Temporal Classification With Attention Modeling
  
  Amit Das, Jinyu Li, Rui Zhao, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Advancing Acoustic-to-Word CTC Model
  
  Jinyu Li, Guoli Ye, Amit Das, Rui Zhao, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Developing Far-Field Speaker System Via Teacher-Student Learning
  
  Jinyu Li, Rui Zhao, Zhuo Chen, Changliang Liu, Xiong Xiao, Guoli Ye, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- DOMAIN AND SPEAKER ADAPTATION FOR CORTANA SPEECH RECOGNITION
  
  Yong Zhao, Jinyu Li, Shixiong Zhang, Liping Chen, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Efficient integration of fixed beamformers and speech separation networks for multi-channel far-field speech separation
  
  Zhuo Chen, Takuya Yoshioka, Xiong Xiao, Jinyu Li, Michael L. Seltzer, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Speaker-Invariant Training via Adversarial Learning
  
  Zhong Meng, Jinyu Li, Zhuo Chen, Yong Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang (Fred) Juang
  
  ICASSP | April 2018
  
  Publication
- Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation
  
  Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang (Fred) Juang
  
  ICASSP | April 2018
  
  Publication
- Acoustic-To-Word Model Without OOV
  
  Jinyu Li, Guoli Ye, Rui Zhao, Jasha Droppo, Yifan Gong
  
  ASRU | December 2017
  
  公開日
- Unsupervised Adaptation with Domain Separation Networks for Robust Speech Recognition
  
  Zhong Meng, Zhuo Chen, Vadim Mazalov, Jinyu Li, Yifan Gong
  
  ASRU | December 2017
  
  Publication
- 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
- Large-Scale Domain Adaptation via Teacher-Student Learning
  
  Jinyu Li, Michael Seltzer, Xi Wang, Rui Zhao, Yifan Gong
  
  Interspeech | August 2017
  
  公開日
- 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
  
  公開日
- Challenges and Solutions to Deep Learning Network Acoustic Modeling in Speech Recognition Products at Microsoft
  
  Yifan Gong, Jinyu Li
  
  New Era for Robust Speech Recognitino: Exploiting Deep Learning | Springer による投稿 | 2017
  
  公開日公開日
- Extended low-rank plus diagonal adaptation for deep and recurrent neural networks
  
  yong zhao, Jinyu Li, kshitiz kumar, Yifan Gong
  
  ICASSP | April 2017
  
  公開日
- Improved Cepstra Minimum-Mean-Square-Error Noise Reduction Algorithm For Robust Speech Recognition
  
  Jinyu Li, Yan Huang, Yifan Gong
  
  ICASSP | April 2017
  
  公開日
- End-to-End Attention Based Text-Dependent Speaker Verification
  
  Shixiong Zhang, Zhuo Chen, Yong Zhao, Jinyu Li, Yifan Gong
  
  SLT workshop | December 2016
  
  公開日
- Semi-Supervised Training in Deep Learning Acoustic Model
  
  Yan Huang, yongqiang wang, Yifan Gong
  
  Interspeech 2016 | September 2016
  
  公開日
- Recurrent Support Vector Machines for Speech Recognition
  
  Shi-Xiong Zhang, Rui Zhao, Chaojun Liu, Jinyu Li, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- Compensation with Prior Knowledge
  
  Jinyu Li, Li Deng, Yifan Gong
  
  Robust Automatic Speech Recognition: A Bridge to Practical Applications | Elsevier による投稿 | 2015 | Robust Automatic Speech Recognition: A Bridge to Practical Applications edition
  
  公開日
- Regularized Sequence-Level Deep Neural Network Model Adaptation
  
  Yan Huang, Yifan Gong
  
  Interspeech 2015 | September 2015
  
  公開日
- Small-footprint high-performance deep neural network-based speech recognition using split-VQ
  
  Yongqiang Wang, Jinyu Li, Yifan Gong
  
  ICASSP | April 2015
  
  公開日
- An Analysis of Convolutional Neural Networks for Speech Recognition
  
  Jui-Ting Huang, Jinyu Li, Yifan Gong
  
  ICASSP | April 2015
  
  公開日
- variable-activation and variable-input deep neural network for robust speech recognition
  
  Rui Zhao, Jinyu Li, Yifan Gong
  
  IEEE SLT workshop | December 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
  
  公開日
- An Overview of Noise-Robust Automatic Speech Recognition
  
  Jinyu Li, Li Deng, Yifan Gong, Reinhold Haeb-Umbach
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | April 2014, 巻22: pp. 745
  
  公開日
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong
  
  August 2013
  
  公開日
- Predicting speech recognition confidence using deep learning with word identity and score features
  
  Po-Sen Huang, Kshitiz Kumar, Chaojun Liu, Yifan Gong, Li Deng
  
  Proc. ICASSP | May 2013
  
  公開日
- Restructuring of Deep Neural Network Acoustic Models with Singular Value Decomposition
  
  Jian Xue, Jinyu Li, Yifan Gong
  
  Interspeech | January 2013
  
  公開日
- Adaptation Of Context-Dependent Deep Neural Networks For Automatic Speech Recognition
  
  Kaisheng Yao, Dong Yu, Frank Seide, Hang Su, Li Deng, Yifan Gong
  
  SLT 2012 | December 2012
  
  SLT 2012
  
  公開日
- Cross-lingual speech recognition under run-time resource constraints
  
  Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
  
  Proceedings of the ICASSP | April 2009
  
  公開日プロジェクト
- A Study on Multilingual Acoustic Modeling For Large Vocabulary ASR
  
  Hui Lin, Li Deng, Chi-Hui Lee, Dong Yu, Alex Acero, Yifan Gong
  
  Proceedings of the ICASSP | April 2009
  
  公開日プロジェクト
- A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Computer Speech and Language | January 2009, 巻23: pp. 389-405
  
  公開日プロジェクトプロジェクト
- Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jian Wu, Yifan Gong, Alex Acero
  
  ISCSLP | December 2008
  
  公開日プロジェクト
- Discriminative Training of Variable-Parameter HMMs for Noise Robust Speech Recognition
  
  Li Deng, Yifan Gong, Alex Acero, Dong Yu
  
  Proceedings of the Interspeech | September 2008
  
  公開日プロジェクト
- Parameter Clustering and Sharing in Variable-Parameter HMMs for Noise Robust Speech Recognition
  
  Dong Yu, Li Deng, Yifan Gong, Alex Acero
  
  Proc. of the Interspeech | September 2008
  
  公開日プロジェクト
- Robust speech recognition using cepstral minimum-mean-square-error noise suppressor
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, Ivan Tashev, Mike Seltzer
  
  IEEE Trans. Audio, Speech, and Language Processing | July 2008, 巻16(5)
  
  公開日プロジェクトプロジェクト
- High-Performance HMM Adaptation With Joint Compensation of Additive and Convolutive Distortions Via Vector Taylor Series
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Proceedings IEEE Workshop on ASRU | April 2007
  
  Proceedings IEEE Workshop on ASRU
  
  公開日プロジェクトプロジェクト
- Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong
  
  Interspeech 2022 | September 2022
  
  Publication
- Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition
  
  Guoli Ye, Vadim Mazalov, Jinyu Li, Yifan Gong
  
  ICASSP 2022 | May 2022
  
  Publication
- Endpoint Detection for Streaming End-to-End Multi-talker ASR
  
  Liang Lu, Jinyu Li, Yifan Gong
  
  ICASSP 2022 | May 2022
  
  Publication
- Joint speaker diarisation and tracking in switching state-space model
  
  Jeremy Wong, Yifan Gong
  
  arXiv | September 2021
  
  Publication
- Diarisation using location tracking with agglomerative clustering
  
  Jeremy Wong, Igor Abramovski, Xiong Xiao, Yifan Gong
  
  arXiv | September 2021
  
  Publication
- Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
  
  Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Streaming Multi-talker Speech Recognition with Joint Speaker Identification
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer
  
  Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Hidden Markov model diarisation with speaker location information
  
  Jeremy Wong, Xiong Xiao, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- Ensemble Combination between Different Time Segmentations
  
  Jeremy Wong, Dimitrios Dimitriadis, Kenichi Kumatani, Yashesh Gaur, George Polovets, Partha Parthasarathy, Eric Sun, Jinyu Li, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication
- Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020
  
  Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication プロジェクトプロジェクト
- Streaming end-to-end multi-talker speech recognition
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  IEEE Signal Processing Letter | April 2021, 巻28
  
  Publication
- Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong
  
  SLT 2021 | January 2021
  
  Publication
- Speaker Separation Using Speaker Inventories and Estimated Speech
  
  Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong
  
  IEEE Transactions on Audio, Speech, and Language Processing | December 2020, 巻29: pp. 537-546
  
  PDF DOI
- 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 プロジェクト
- MULTI-CHANNEL OVERLAPPED SPEECH RECOGNITION WITH LOCATION GUIDED SPEECH EXTRACTION NETWORK
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  Spoken Language Technology | December 2018
  
  Publication
- Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong
  
  Interspeech 2022 | September 2022
  
  Publication
- Joint speaker diarisation and tracking in switching state-space model
  
  Jeremy Wong, Yifan Gong
  
  arXiv | September 2021
  
  Publication
- Diarisation using location tracking with agglomerative clustering
  
  Jeremy Wong, Igor Abramovski, Xiong Xiao, Yifan Gong
  
  arXiv | September 2021
  
  Publication
- Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
  
  Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Streaming Multi-talker Speech Recognition with Joint Speaker Identification
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer
  
  Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Hidden Markov model diarisation with speaker location information
  
  Jeremy Wong, Xiong Xiao, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- Ensemble Combination between Different Time Segmentations
  
  Jeremy Wong, Dimitrios Dimitriadis, Kenichi Kumatani, Yashesh Gaur, George Polovets, Partha Parthasarathy, Eric Sun, Jinyu Li, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication
- Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020
  
  Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication プロジェクトプロジェクト
- Streaming end-to-end multi-talker speech recognition
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  IEEE Signal Processing Letter | April 2021, 巻28
  
  Publication
- Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong
  
  SLT 2021 | January 2021
  
  Publication
- Speaker Separation Using Speaker Inventories and Estimated Speech
  
  Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong
  
  IEEE Transactions on Audio, Speech, and Language Processing | December 2020, 巻29: pp. 537-546
  
  PDF DOI
- 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 プロジェクト
- Small-footprint high-performance deep neural network-based speech recognition using split-VQ
  
  Yongqiang Wang, Jinyu Li, Yifan Gong
  
  ICASSP | April 2015
  
  公開日
- 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
  
  公開日
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong
  
  August 2013
  
  公開日
- Recent Advances in Deep Learning for Speech Research at Microsoft
  
  Li Deng, Jinyu Li, Jui-Ting Huang, Kaisheng Yao, Dong Yu, Frank Seide, Mike Seltzer, Geoff Zweig, Xiaodong He, Jason Williams, Yifan Gong, Alex Acero
  
  May 2013
  
  公開日プロジェクト
- Cross-lingual speech recognition under run-time resource constraints
  
  Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
  
  Proceedings of the ICASSP | April 2009
  
  公開日プロジェクト
- A Study on Multilingual Acoustic Modeling For Large Vocabulary ASR
  
  Hui Lin, Li Deng, Chi-Hui Lee, Dong Yu, Alex Acero, Yifan Gong
  
  Proceedings of the ICASSP | April 2009
  
  公開日プロジェクト
- Discriminative Training of Variable-Parameter HMMs for Noise Robust Speech Recognition
  
  Li Deng, Yifan Gong, Alex Acero, Dong Yu
  
  Proceedings of the Interspeech | September 2008
  
  公開日プロジェクト
- Parameter Clustering and Sharing in Variable-Parameter HMMs for Noise Robust Speech Recognition
  
  Dong Yu, Li Deng, Yifan Gong, Alex Acero
  
  Proc. of the Interspeech | September 2008
  
  公開日プロジェクト
- Robust speech recognition using cepstral minimum-mean-square-error noise suppressor
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, Ivan Tashev, Mike Seltzer
  
  IEEE Trans. Audio, Speech, and Language Processing | July 2008, 巻16(5)
  
  公開日プロジェクトプロジェクト
- Adaptation of Compressed HMM Parameters for Resource-Constrained Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero
  
  April 2008
  
  公開日プロジェクト
- A Minimum Mean-Square-Error Noise Reduction Algorithm on Mel-Frequency Cepstra for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
  
  Proc. ICASSP | April 2008
  
  Proc. ICASSP
  
  公開日プロジェクトプロジェクト
- HMM Adaptation Using a Phase-Sensitive Acoustic Distortion Model for Environment-Robust Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  April 2008
  
  公開日プロジェクトプロジェクト
- Hidden Markov model diarisation with speaker location information
  
  Jeremy Wong, Xiong Xiao, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- Ensemble Combination between Different Time Segmentations
  
  Jeremy Wong, Dimitrios Dimitriadis, Kenichi Kumatani, Yashesh Gaur, George Polovets, Partha Parthasarathy, Eric Sun, Jinyu Li, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model
  
  Jinyu Li, Rui Zhao, Eric Sun, Jeremy Wong, Amit Das, Zhong Meng, Yifan Gong
  
  ICASSP | April 2020
  
  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
  
  公開日
- Towards High-Accuracy Low-Cost Noisy Robust Speech Recognition Exploiting Structured Model
  
  Jinyu Li, Dong Yu, Li Deng, Yifan Gong
  
  ICML Workshop 2011 | June 2011
  
  公開日
- Unscented Transform with Online Distortion Estimation for HMM Adaptation
  
  Jinyu Li, Dong Yu, Li Deng, Yifan Gong
  
  Interspeech 2010 | September 2010
  
  公開日
- A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models
  
  Dong Yu, Li Deng, Yifan Gong, Alex Acero
  
  IEEE Transactions on Audio, Speech and Language Processing | September 2009, 巻17(7): pp. 1348-1360
  
  公開日プロジェクトプロジェクト
- Cross-lingual speech recognition under run-time resource constraints
  
  Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
  
  Proceedings of the ICASSP | April 2009
  
  公開日プロジェクト
- A Study on Multilingual Acoustic Modeling For Large Vocabulary ASR
  
  Hui Lin, Li Deng, Chi-Hui Lee, Dong Yu, Alex Acero, Yifan Gong
  
  Proceedings of the ICASSP | April 2009
  
  公開日プロジェクト
- A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Computer Speech and Language | January 2009, 巻23: pp. 389-405
  
  公開日プロジェクトプロジェクト
- Discriminative Training of Variable-Parameter HMMs for Noise Robust Speech Recognition
  
  Li Deng, Yifan Gong, Alex Acero, Dong Yu
  
  Proceedings of the Interspeech | September 2008
  
  公開日プロジェクト
- Parameter Clustering and Sharing in Variable-Parameter HMMs for Noise Robust Speech Recognition
  
  Dong Yu, Li Deng, Yifan Gong, Alex Acero
  
  Proc. of the Interspeech | September 2008
  
  公開日プロジェクト
- Robust speech recognition using cepstral minimum-mean-square-error noise suppressor
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, Ivan Tashev, Mike Seltzer
  
  IEEE Trans. Audio, Speech, and Language Processing | July 2008, 巻16(5)
  
  公開日プロジェクトプロジェクト
- Adaptation of Compressed HMM Parameters for Resource-Constrained Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero
  
  April 2008
  
  公開日プロジェクト
- A Minimum Mean-Square-Error Noise Reduction Algorithm on Mel-Frequency Cepstra for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
  
  Proc. ICASSP | April 2008
  
  Proc. ICASSP
  
  公開日プロジェクトプロジェクト
- HMM Adaptation Using a Phase-Sensitive Acoustic Distortion Model for Environment-Robust Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  April 2008
  
  公開日プロジェクトプロジェクト
- 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 プロジェクト
- LSTM Time and Frequency Recurrence for Automatic Speech Recognition
  
  Jinyu Li, Abdelrahman Mohamed, Geoffrey Zweig, Yifan Gong
  
  IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
  
  公開日
- Singular Value Decomposition Based Low-footprint Speaker Adaptation and Personalization for Deep Neural Network
  
  Jian Xue, Jinyu Li, Dong Yu, Mike Seltzer, Yifan Gong
  
  ICASSP | January 2014
  
  公開日
- Exploring Multidimensional LSTMs for Large Vocabulary ASR
  
  Jinyu Li, Abdul Raheem Mohammad, Geoffrey Zweig, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- Investigating Online Low-Footprint Speaker Adaptation Using Generalized Linear Regression and Click-Through Data
  
  Yong Zhao, Jinyu Li, Jian Xue, Yifan Gong
  
  ICASSP | April 2015
  
  ICASSP
  
  公開日
- Simplifying Long Short-term Memory Acoustic Models for Fast Training and Decoding
  
  Yajie Miao, Jinyu Li, Yongqiang Wang, Shi-Xiong Zhang, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- Low-rank Plus Diagonal Adaption for Deep Neural Networks
  
  Yong Zhao, Jinyu Li, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- Deep Neural Support Vector Machines for Speech Recognition
  
  Shi-Xiong Zhang, Chaojun Liu, Kaisheng Yao, Yifan Gong
  
  April 2015
  
  公開日
- Learning Small-Size DNN with Output-Distribution-Based Criteria
  
  Jinyu Li, Rui Zhao, Jui-Ting Huang, Yifan Gong
  
  Interspeech | September 2014
  
  Interspeech
  
  公開日
- 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
  
  公開日
- Cross-language Knowledge Transfer using Multilingual Deep Neural Network with Shared Hidden Layers
  
  Jui-Ting Huang, Jinyu Li, Dong Yu, Li Deng, Yifan Gong
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2013
  
  公開日
- Compensation with Prior Knowledge
  
  Jinyu Li, Li Deng, Yifan Gong
  
  Robust Automatic Speech Recognition: A Bridge to Practical Applications | Elsevier による投稿 | 2015 | Robust Automatic Speech Recognition: A Bridge to Practical Applications edition
  
  公開日
- SVD-based Universal DNN Modeling for Multiple Scenarios
  
  Changliang Liu, Jinyu Li, Yifan Gong
  
  September 2015
  
  公開日
- 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
  
  公開日
- Variable-Component Deep Neural Network for Robust Speech Recognition
  
  Jinyu Li, Yifan Gong
  
  Interspeech | September 2014
  
  Interspeech
  
  公開日
- Factorized adaptation for deep neural network
  
  Jinyu Li, Jui-Ting Huang, Yifan Gong
  
  ICASSP | January 2014
  
  公開日
- A fast maximum likelihood nonlinear feature transformation method for GMM-HMM speaker adaptation
  
  Kaisheng Yao, Dong Yu, Li Deng, Yifan Gong
  
  Neurocomputing | January 2013
  
  公開日

- Building High-accuracy Multilingual ASR with Gated Language Experts and Curriculum Training
  
  Eric Sun, Jinyu Li, Yuxuan Hu, Yimeng Zhu, Long Zhou, Jian Xue, Peidong Wang, Linquan Liu, Shujie Liu, Edward Lin, Yifan Gong
  
  December 2023
  
  Publication
- 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
- STREAMING, FAST AND ACCURATE ON-DEVICE INVERSE TEXT NORMALIZATION FOR AUTOMATIC SPEECH RECOGNITION
  
  Yashesh Gaur, Nick Kibre, Jian Xue, Kangyuan Shu, Yuhui Wang, Issac Alphanso, Jinyu Li, Yifan Gong
  
  Spoken Language Technology Workshop | January 2023
  
  Publication
- Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong
  
  Interspeech 2022 | September 2022
  
  Publication
- Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition
  
  Guoli Ye, Vadim Mazalov, Jinyu Li, Yifan Gong
  
  ICASSP 2022 | May 2022
  
  Publication
- Endpoint Detection for Streaming End-to-End Multi-talker ASR
  
  Liang Lu, Jinyu Li, Yifan Gong
  
  ICASSP 2022 | May 2022
  
  Publication
- On Addressing Practical Challenges For RNN-Transducer
  
  Rui Zhao, Jian Xue, Jinyu Li, Wenning Wei, Lei He, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2021
  
  Publication
- Joint speaker diarisation and tracking in switching state-space model
  
  Jeremy Wong, Yifan Gong
  
  arXiv | September 2021
  
  Publication
- Diarisation using location tracking with agglomerative clustering
  
  Jeremy Wong, Igor Abramovski, Xiong Xiao, Yifan Gong
  
  arXiv | September 2021
  
  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
- Multiple Softmax Architecture for Streaming Multilingual End-to-End ASR Systems
  
  Vikas Joshi, Amit Das, Eric Sun, Rupesh Mehta, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Improving RNN-T for Domain Scaling Using Semi-Supervised Training with Neural TTS
  
  Yan Deng, Rui Zhao, Zhong Meng, Xie Chen, Bing Liu, Jinyu Li, Yifan Gong, Lei He
  
  Interspeech 2021 | August 2021
  
  Publication
- Improving Multilingual Transformer Transducer Models by Reducing Language Confusions
  
  Eric Sun, Jinyu Li, Zhong Meng, Yu Wu, Jian Xue, Shujie Liu, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
  
  Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Streaming Multi-talker Speech Recognition with Joint Speaker Identification
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer
  
  Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  Interspeech 2021 | August 2021
  
  Publication
- Hidden Markov model diarisation with speaker location information
  
  Jeremy Wong, Xiong Xiao, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- Ensemble Combination between Different Time Segmentations
  
  Jeremy Wong, Dimitrios Dimitriadis, Kenichi Kumatani, Yashesh Gaur, George Polovets, Partha Parthasarathy, Eric Sun, Jinyu Li, Yifan Gong
  
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
  
  Publication
- Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication
- Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020
  
  Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong
  
  ICASSP 2021 | June 2021
  
  Publication プロジェクトプロジェクト
- Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition
  
  Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong
  
  SLT 2021 | January 2021
  
  Publication
- Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability
  
  Jinyu Li, Rui Zhao, Zhong Meng, Yanqing Liu, Wenning Wei, Sarangarajan Parthasarathy, Vadim Mazalov, Zhenghao Wang, Lei He, Sheng Zhao, Yifan Gong
  
  Interspeech | October 2020
  
  Publication
- Exploring Transformers for Large-Scale Speech Recognition
  
  Liang Lu, Changliang Liu, Jinyu Li, Yifan Gong
  
  Interspeech | October 2020
  
  Publication
- Combination of end-to-end and hybrid models for speech recognition
  
  Jeremy Wong, Yashesh Gaur, Rui Zhao, Liang Lu, Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech | October 2020
  
  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
- High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model
  
  Jinyu Li, Rui Zhao, Eric Sun, Jeremy Wong, Amit Das, Zhong Meng, Yifan Gong
  
  ICASSP | April 2020
  
  Publication
- Minimum latency training strategies for streaming sequence-to-sequence ASR
  
  Hirofumi Inaguma, Yashesh Gaur, Liang Lu, Jinyu Li, Yifan Gong
  
  ICASSP | April 2020
  
  Publication
- Exploring pre-training with alignments for RNN transducer based end-to-end speech recognition
  
  Hu Hu, Rui Zhao, Jinyu Li, Liang Lu, Yifan Gong
  
  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
- 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 プロジェクト
- CNN with phonetic attention for text-independent speaker verification
  
  Tianyan Zhou, yong zhao, Jinyu Li, Yifan Gong, Jian Wu
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- Character-aware attention-based end-to-end speech recognition
  
  Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- Domain adaptation via teacher-student learning for end-to-end speech recognition
  
  Zhong Meng, Jinyu Li, Yashesh Gaur, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- Improving RNN Transducer Modeling for End-to-End Speech Recognition
  
  Jinyu Li, Rui Zhao, Hu Hu, Yifan Gong
  
  Automatic Speech Recognition and Understanding Workshop | December 2019
  
  Publication
- Speaker Adaptation for Attention-Based End-to-End Speech Recognition
  
  Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong
  
  Interspeech | September 2019
  
  Publication
- Acoustic-to-Phrase Models for Speech Recognition
  
  Yashesh Gaur, Jinyu Li, Zhong Meng, Yifan Gong
  
  Interspeech | September 2019
  
  Publication
- Layer Trajectory BLSTM
  
  Eric Sun, Jinyu Li, Yifan Gong
  
  Interspeech | September 2019
  
  Publication
- Improving Layer Trajectory LSTM With Future Context Frames
  
  Jinyu Li, Liang Lu, Changliang Liu, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Adversarial Speaker Verification
  
  Zhong Meng, Yong Zhao, Jinyu Li, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Adversarial Speaker Adaptation
  
  Zhong Meng, Jinyu Li, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Towards Code-Switching ASR for End-to-End CTC Models
  
  Ke Li, Jinyu Li, Guoli Ye, Rui Zhao, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Attentive Adversarial Learning for Domain-Invariant Training
  
  Zhong Meng, Jinyu Li, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Conditional Teacher-Student Learning
  
  Zhong Meng, Jinyu Li, Yong Zhao, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Universal Acoustic Modeling Using Neural Mixture Models
  
  Amit Das, Jinyu Li, Changliang Liu, Yifan Gong
  
  ICASSP | May 2019
  
  Publication
- Exploring layer trajectory LSTM with depth processing units and attention
  
  Jinyu Li, Liang Lu, Changliang Liu, Yifan Gong
  
  Spoken Language Technology | December 2018
  
  Publication
- MULTI-CHANNEL OVERLAPPED SPEECH RECOGNITION WITH LOCATION GUIDED SPEECH EXTRACTION NETWORK
  
  Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong
  
  Spoken Language Technology | December 2018
  
  Publication
- Speaker Adaptation for End-to-End CTC Models
  
  Ke Li, Jinyu Li, yong zhao, Yifan Gong (ygong), Kshitiz Kumar
  
  Spoken Language Technology | December 2018
  
  Publication
- Adversarial Feature-Mapping for Speech Enhancement
  
  Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
  
  Interspeech 2018 | September 2018
  
  Publication
- Cycle-Consistent Speech Enhancement
  
  Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang
  
  Interspeech 2018 | September 2018
  
  Publication
- Layer Trajectory LSTM
  
  Jinyu Li, Changliang Liu, Yifan Gong
  
  Interspeech 2018 | September 2018
  
  公開日
- Advancing Connectionist Temporal Classification With Attention Modeling
  
  Amit Das, Jinyu Li, Rui Zhao, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Advancing Acoustic-to-Word CTC Model
  
  Jinyu Li, Guoli Ye, Amit Das, Rui Zhao, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Developing Far-Field Speaker System Via Teacher-Student Learning
  
  Jinyu Li, Rui Zhao, Zhuo Chen, Changliang Liu, Xiong Xiao, Guoli Ye, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- DOMAIN AND SPEAKER ADAPTATION FOR CORTANA SPEECH RECOGNITION
  
  Yong Zhao, Jinyu Li, Shixiong Zhang, Liping Chen, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Efficient integration of fixed beamformers and speech separation networks for multi-channel far-field speech separation
  
  Zhuo Chen, Takuya Yoshioka, Xiong Xiao, Jinyu Li, Michael L. Seltzer, Yifan Gong
  
  ICASSP | April 2018
  
  公開日
- Speaker-Invariant Training via Adversarial Learning
  
  Zhong Meng, Jinyu Li, Zhuo Chen, Yong Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang (Fred) Juang
  
  ICASSP | April 2018
  
  Publication
- Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation
  
  Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang (Fred) Juang
  
  ICASSP | April 2018
  
  Publication
- Acoustic-To-Word Model Without OOV
  
  Jinyu Li, Guoli Ye, Rui Zhao, Jasha Droppo, Yifan Gong
  
  ASRU | December 2017
  
  公開日
- Unsupervised Adaptation with Domain Separation Networks for Robust Speech Recognition
  
  Zhong Meng, Zhuo Chen, Vadim Mazalov, Jinyu Li, Yifan Gong
  
  ASRU | December 2017
  
  Publication
- 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
- Large-Scale Domain Adaptation via Teacher-Student Learning
  
  Jinyu Li, Michael Seltzer, Xi Wang, Rui Zhao, Yifan Gong
  
  Interspeech | August 2017
  
  公開日
- Extended low-rank plus diagonal adaptation for deep and recurrent neural networks
  
  yong zhao, Jinyu Li, kshitiz kumar, Yifan Gong
  
  ICASSP | April 2017
  
  公開日
- Improved Cepstra Minimum-Mean-Square-Error Noise Reduction Algorithm For Robust Speech Recognition
  
  Jinyu Li, Yan Huang, Yifan Gong
  
  ICASSP | April 2017
  
  公開日
- End-to-End Attention Based Text-Dependent Speaker Verification
  
  Shixiong Zhang, Zhuo Chen, Yong Zhao, Jinyu Li, Yifan Gong
  
  SLT workshop | December 2016
  
  公開日
- Semi-Supervised Training in Deep Learning Acoustic Model
  
  Yan Huang, yongqiang wang, Yifan Gong
  
  Interspeech 2016 | September 2016
  
  公開日
- Exploring Multidimensional LSTMs for Large Vocabulary ASR
  
  Jinyu Li, Abdul Raheem Mohammad, Geoffrey Zweig, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- Simplifying Long Short-term Memory Acoustic Models for Fast Training and Decoding
  
  Yajie Miao, Jinyu Li, Yongqiang Wang, Shi-Xiong Zhang, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- Recurrent Support Vector Machines for Speech Recognition
  
  Shi-Xiong Zhang, Rui Zhao, Chaojun Liu, Jinyu Li, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- Low-rank Plus Diagonal Adaption for Deep Neural Networks
  
  Yong Zhao, Jinyu Li, Yifan Gong
  
  ICASSP | March 2016
  
  ICASSP
  
  公開日
- LSTM Time and Frequency Recurrence for Automatic Speech Recognition
  
  Jinyu Li, Abdelrahman Mohamed, Geoffrey Zweig, Yifan Gong
  
  IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
  
  公開日
- Regularized Sequence-Level Deep Neural Network Model Adaptation
  
  Yan Huang, Yifan Gong
  
  Interspeech 2015 | September 2015
  
  公開日
- SVD-based Universal DNN Modeling for Multiple Scenarios
  
  Changliang Liu, Jinyu Li, Yifan Gong
  
  September 2015
  
  公開日
- Small-footprint high-performance deep neural network-based speech recognition using split-VQ
  
  Yongqiang Wang, Jinyu Li, Yifan Gong
  
  ICASSP | April 2015
  
  公開日
- Investigating Online Low-Footprint Speaker Adaptation Using Generalized Linear Regression and Click-Through Data
  
  Yong Zhao, Jinyu Li, Jian Xue, Yifan Gong
  
  ICASSP | April 2015
  
  ICASSP
  
  公開日
- An Analysis of Convolutional Neural Networks for Speech Recognition
  
  Jui-Ting Huang, Jinyu Li, Yifan Gong
  
  ICASSP | April 2015
  
  公開日
- Deep Neural Support Vector Machines for Speech Recognition
  
  Shi-Xiong Zhang, Chaojun Liu, Kaisheng Yao, Yifan Gong
  
  April 2015
  
  公開日
- variable-activation and variable-input deep neural network for robust speech recognition
  
  Rui Zhao, Jinyu Li, Yifan Gong
  
  IEEE SLT workshop | December 2014
  
  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
  
  公開日
- Variable-Component Deep Neural Network for Robust Speech Recognition
  
  Jinyu Li, Yifan Gong
  
  Interspeech | September 2014
  
  Interspeech
  
  公開日
- Learning Small-Size DNN with Output-Distribution-Based Criteria
  
  Jinyu Li, Rui Zhao, Jui-Ting Huang, Yifan Gong
  
  Interspeech | September 2014
  
  Interspeech
  
  公開日
- 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
  
  公開日
- 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
  
  公開日
- Factorized adaptation for deep neural network
  
  Jinyu Li, Jui-Ting Huang, Yifan Gong
  
  ICASSP | January 2014
  
  公開日
- Singular Value Decomposition Based Low-footprint Speaker Adaptation and Personalization for Deep Neural Network
  
  Jian Xue, Jinyu Li, Dong Yu, Mike Seltzer, Yifan Gong
  
  ICASSP | January 2014
  
  公開日
- 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
  
  公開日
- Semi-Supervised GMM and DNN Acoustic Model Training with Multi-system Combination and Confidence Re-calibration
  
  Yan Huang, Dong Yu, Yifan Gong
  
  August 2013
  
  公開日
- Recent Advances in Deep Learning for Speech Research at Microsoft
  
  Li Deng, Jinyu Li, Jui-Ting Huang, Kaisheng Yao, Dong Yu, Frank Seide, Mike Seltzer, Geoff Zweig, Xiaodong He, Jason Williams, Yifan Gong, Alex Acero
  
  May 2013
  
  公開日プロジェクト
- Predicting speech recognition confidence using deep learning with word identity and score features
  
  Po-Sen Huang, Kshitiz Kumar, Chaojun Liu, Yifan Gong, Li Deng
  
  Proc. ICASSP | May 2013
  
  公開日
- Cross-language Knowledge Transfer using Multilingual Deep Neural Network with Shared Hidden Layers
  
  Jui-Ting Huang, Jinyu Li, Dong Yu, Li Deng, Yifan Gong
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2013
  
  公開日
- Restructuring of Deep Neural Network Acoustic Models with Singular Value Decomposition
  
  Jian Xue, Jinyu Li, Yifan Gong
  
  Interspeech | January 2013
  
  公開日
- Adaptation Of Context-Dependent Deep Neural Networks For Automatic Speech Recognition
  
  Kaisheng Yao, Dong Yu, Frank Seide, Hang Su, Li Deng, Yifan Gong
  
  SLT 2012 | December 2012
  
  SLT 2012
  
  公開日
- Towards High-Accuracy Low-Cost Noisy Robust Speech Recognition Exploiting Structured Model
  
  Jinyu Li, Dong Yu, Li Deng, Yifan Gong
  
  ICML Workshop 2011 | June 2011
  
  公開日
- Unscented Transform with Online Distortion Estimation for HMM Adaptation
  
  Jinyu Li, Dong Yu, Li Deng, Yifan Gong
  
  Interspeech 2010 | September 2010
  
  公開日
- Cross-lingual speech recognition under run-time resource constraints
  
  Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero
  
  Proceedings of the ICASSP | April 2009
  
  公開日プロジェクト
- A Study on Multilingual Acoustic Modeling For Large Vocabulary ASR
  
  Hui Lin, Li Deng, Chi-Hui Lee, Dong Yu, Alex Acero, Yifan Gong
  
  Proceedings of the ICASSP | April 2009
  
  公開日プロジェクト
- Improvements on Mel-Frequency Cepstrum Minimum-Mean-Square-Error Noise Suppressor for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jian Wu, Yifan Gong, Alex Acero
  
  ISCSLP | December 2008
  
  公開日プロジェクト
- Discriminative Training of Variable-Parameter HMMs for Noise Robust Speech Recognition
  
  Li Deng, Yifan Gong, Alex Acero, Dong Yu
  
  Proceedings of the Interspeech | September 2008
  
  公開日プロジェクト
- Parameter Clustering and Sharing in Variable-Parameter HMMs for Noise Robust Speech Recognition
  
  Dong Yu, Li Deng, Yifan Gong, Alex Acero
  
  Proc. of the Interspeech | September 2008
  
  公開日プロジェクト
- Adaptation of Compressed HMM Parameters for Resource-Constrained Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero
  
  April 2008
  
  公開日プロジェクト
- A Minimum Mean-Square-Error Noise Reduction Algorithm on Mel-Frequency Cepstra for Robust Speech Recognition
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero
  
  Proc. ICASSP | April 2008
  
  Proc. ICASSP
  
  公開日プロジェクトプロジェクト
- HMM Adaptation Using a Phase-Sensitive Acoustic Distortion Model for Environment-Robust Speech Recognition
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  April 2008
  
  公開日プロジェクトプロジェクト
- High-Performance HMM Adaptation With Joint Compensation of Additive and Convolutive Distortions Via Vector Taylor Series
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Proceedings IEEE Workshop on ASRU | April 2007
  
  Proceedings IEEE Workshop on ASRU
  
  公開日プロジェクトプロジェクト
- Streaming end-to-end multi-talker speech recognition
  
  Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong
  
  IEEE Signal Processing Letter | April 2021, 巻28
  
  Publication
- Speaker Separation Using Speaker Inventories and Estimated Speech
  
  Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong
  
  IEEE Transactions on Audio, Speech, and Language Processing | December 2020, 巻29: pp. 537-546
  
  PDF DOI
- Advancing Acoustic-to-Word CTC Model with Attention and Mixed-Units
  
  Amit Das, Jinyu Li, Guoli Ye, Rui Zhao, Yifan Gong
  
  IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING | December 2019, pp. 1880-1892
  
  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
  
  公開日
- An Overview of Noise-Robust Automatic Speech Recognition
  
  Jinyu Li, Li Deng, Yifan Gong, Reinhold Haeb-Umbach
  
  IEEE/ACM Transactions on Audio, Speech, and Language Processing | April 2014, 巻22: pp. 745
  
  公開日
- A fast maximum likelihood nonlinear feature transformation method for GMM-HMM speaker adaptation
  
  Kaisheng Yao, Dong Yu, Li Deng, Yifan Gong
  
  Neurocomputing | January 2013
  
  公開日
- A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models
  
  Dong Yu, Li Deng, Yifan Gong, Alex Acero
  
  IEEE Transactions on Audio, Speech and Language Processing | September 2009, 巻17(7): pp. 1348-1360
  
  公開日プロジェクトプロジェクト
- A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions
  
  Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero
  
  Computer Speech and Language | January 2009, 巻23: pp. 389-405
  
  公開日プロジェクトプロジェクト
- Robust speech recognition using cepstral minimum-mean-square-error noise suppressor
  
  Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero, Ivan Tashev, Mike Seltzer
  
  IEEE Trans. Audio, Speech, and Language Processing | July 2008, 巻16(5)
  
  公開日プロジェクトプロジェクト
- Challenges and Solutions to Deep Learning Network Acoustic Modeling in Speech Recognition Products at Microsoft
  
  Yifan Gong, Jinyu Li
  
  New Era for Robust Speech Recognitino: Exploiting Deep Learning | Springer による投稿 | 2017
  
  公開日公開日
- Compensation with Prior Knowledge
  
  Jinyu Li, Li Deng, Yifan Gong
  
  Robust Automatic Speech Recognition: A Bridge to Practical Applications | Elsevier による投稿 | 2015 | Robust Automatic Speech Recognition: A Bridge to Practical Applications edition
  
  公開日

Yifan Gong

出版物

Building High-accuracy Multilingual ASR with Gated Language Experts and Curriculum Training

Multi Transcription-Style Speech Transcription Using Attention-based Encoder-decoder Model

STREAMING, FAST AND ACCURATE ON-DEVICE INVERSE TEXT NORMALIZATION FOR AUTOMATIC SPEECH RECOGNITION

Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition

Endpoint Detection for Streaming End-to-End Multi-talker ASR

Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition

On Addressing Practical Challenges For RNN-Transducer

Joint speaker diarisation and tracking in switching state-space model

Diarisation using location tracking with agglomerative clustering

Improving Multilingual Transformer Transducer Models by Reducing Language Confusions

Improving RNN-T for Domain Scaling Using Semi-Supervised Training with Neural TTS

Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition

Multiple Softmax Architecture for Streaming Multilingual End-to-End ASR Systems

On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer

Rapid Speaker Adaptation for Conformer Transducer: Attention and Bias are All You Need

Streaming Multi-talker Speech Recognition with Joint Speaker Identification

Ensemble Combination between Different Time Segmentations

Hidden Markov model diarisation with speaker location information

Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition

Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020

Streaming end-to-end multi-talker speech recognition

Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition

Speaker Separation Using Speaker Inventories and Estimated Speech

Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability

Combination of end-to-end and hybrid models for speech recognition

Exploring Transformers for Large-Scale Speech Recognition

Rapid RNN-T Adaptation Using Personalized Speech Synthesis and Neural Language Generator

Acoustic Model Adaptation for Presentation Transcription and Intelligent Meeting Assistant Systems

High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model

Exploring pre-training with alignments for RNN transducer based end-to-end speech recognition

L-Vector: Neural Label Embedding for Domain Adaptation

Minimum latency training strategies for streaming sequence-to-sequence ASR

Using personalized speech synthesis and neural language generator for rapid speaker adaptation

Advances in Online Audio-Visual Meeting Transcription

Advancing Acoustic-to-Word CTC Model with Attention and Mixed-Units

Character-aware attention-based end-to-end speech recognition

CNN with phonetic attention for text-independent speaker verification

Domain adaptation via teacher-student learning for end-to-end speech recognition

Improving RNN Transducer Modeling for End-to-End Speech Recognition

Acoustic-to-Phrase Models for Speech Recognition

Layer Trajectory BLSTM

Speaker Adaptation for Attention-Based End-to-End Speech Recognition

Adversarial Speaker Adaptation

Adversarial Speaker Verification

Attentive Adversarial Learning for Domain-Invariant Training

Conditional Teacher-Student Learning

Improving Layer Trajectory LSTM With Future Context Frames

Towards Code-Switching ASR for End-to-End CTC Models

Universal Acoustic Modeling Using Neural Mixture Models

Exploring layer trajectory LSTM with depth processing units and attention

MULTI-CHANNEL OVERLAPPED SPEECH RECOGNITION WITH LOCATION GUIDED SPEECH EXTRACTION NETWORK

Speaker Adaptation for End-to-End CTC Models

Adversarial Feature-Mapping for Speech Enhancement

Cycle-Consistent Speech Enhancement

Layer Trajectory LSTM

Advancing Acoustic-to-Word CTC Model

Advancing Connectionist Temporal Classification With Attention Modeling

Developing Far-Field Speaker System Via Teacher-Student Learning

Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation

DOMAIN AND SPEAKER ADAPTATION FOR CORTANA SPEECH RECOGNITION

Efficient integration of fixed beamformers and speech separation networks for multi-channel far-field speech separation

Speaker-Invariant Training via Adversarial Learning

Acoustic-To-Word Model Without OOV

Unsupervised Adaptation with Domain Separation Networks for Robust Speech Recognition

Improving mask learning based speech enhancement system with restoration layers and residual connection

Large-Scale Domain Adaptation via Teacher-Student Learning

Don’t Count on ASR to Transcribe for You: Breaking Bias with Two Crowds

Challenges and Solutions to Deep Learning Network Acoustic Modeling in Speech Recognition Products at Microsoft

Extended low-rank plus diagonal adaptation for deep and recurrent neural networks

Improved Cepstra Minimum-Mean-Square-Error Noise Reduction Algorithm For Robust Speech Recognition

End-to-End Attention Based Text-Dependent Speaker Verification

Semi-Supervised Training in Deep Learning Acoustic Model

Exploring Multidimensional LSTMs for Large Vocabulary ASR

Low-rank Plus Diagonal Adaption for Deep Neural Networks

Recurrent Support Vector Machines for Speech Recognition

Simplifying Long Short-term Memory Acoustic Models for Fast Training and Decoding

LSTM Time and Frequency Recurrence for Automatic Speech Recognition

Compensation with Prior Knowledge