Yifan Gong

According to our database, Yifan Gong authored at least 212 papers between 1987 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

NOTSOFAR-1 Challenge: New Datasets, Baseline, and Tasks for Distant Meeting Transcription.

Alon Vinnikov, Amir Ivry, Aviv Hurvitz, Igor Abramovski, Sharon Koubi, Ilya Gurvich, Shai Pe'er, Xiong Xiao, Benjamin Martinez Elizalde, Naoyuki Kanda, Xiaofei Wang, Shalev Shaer, Stav Yagev, Yossi Asher, Sunit Sivasankaran, Yifan Gong, Min Tang, Huaming Wang, Eyal Krupka

CoRR, 2024

2023

Twenty-Five Years of Evolution in Speech and Language Processing.

Dong Yu, Yifan Gong, Michael A. Picheny, Bhuvana Ramabhadran, Dilek Hakkani-Tür, Rohit Prasad, Heiga Zen, Jan Skoglund, Jan Honza Cernocký, Lukás Burget, Abdelrahman Mohamed

IEEE Signal Process. Mag., July, 2023

Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values.

Jing Yao, Xiaoyuan Yi, Xiting Wang, Yifan Gong, Xing Xie

CoRR, 2023

Hybrid Attention-based Encoder-decoder Model for Efficient Language Model Adaptation.

Shaoshi Ling, Guoli Ye, Rui Zhao, Yifan Gong

CoRR, 2023

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

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Multi Transcription-Style Speech Transcription Using Attention-Based Encoder-Decoder Model.

Yan Huang, Piyush Behre, Guoli Ye, Shawn Chang, Yifan Gong

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Streaming, fast and accurate on-device Inverse Text Normalization for Automatic Speech Recognition.

Yashesh Gaur, Nick Kibre, Jian Xue, Kangyuan Shu, Yuhui Wang, Issac Alphonso, Jinyu Li, Yifan Gong

CoRR, 2022

Joint Speaker Diarisation and Tracking in Switching State-Space Model.

Jeremy Heng Meng Wong, Yifan Gong

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Diarisation Using Location Tracking with Agglomerative Clustering.

Jeremy Heng Meng Wong, Igor Abramovski, Xiong Xiao, Yifan Gong

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

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

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

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

Proceedings of the Interspeech 2022, 2022

Have Best of Both Worlds: Two-Pass Hybrid and E2E Cascading Framework for Speech Recognition.

Guoli Ye, Vadim Mazalov, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2022

Endpoint Detection for Streaming End-to-End Multi-Talker ASR.

Liang Lu, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Speaker Separation Using Speaker Inventories and Estimated Speech.

Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Streaming End-to-End Multi-Talker Speech Recognition.

Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong

IEEE Signal Process. Lett., 2021

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

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Improving Multilingual Transformer Transducer Models by Reducing Language Confusions.

Eric Sun, Jinyu Li, Zhong Meng, Yu Wu, Jian Xue, Shujie Liu, Yifan Gong

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

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

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

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

Vikas Joshi, Amit Das, Eric Sun, Rupesh R. Mehta, Jinyu Li, Yifan Gong

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

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

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

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

Yan Huang, Guoli Ye, Jinyu Li, Yifan Gong

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer.

Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Streaming Multi-Talker Speech Recognition with Joint Speaker Identification.

Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

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

Proceedings of the IEEE International Conference on Acoustics, 2021

Hidden Markov Model Diarisation with Speaker Location Information.

Jeremy Heng Meng Wong, Xiong Xiao, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2021

Ensemble Combination between Different Time Segmentations.

Jeremy Heng Meng Wong, Dimitrios Dimitriadis, Ken'ichi Kumatani, Yashesh Gaur, George Polovets, Partha Parthasarathy, Eric Sun, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2021

Sequence-Level Self-Teaching Regularization.

Eric Sun, Liang Lu, Zhong Meng, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2021

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

Proceedings of the IEEE International Conference on Acoustics, 2021

On Addressing Practical Challenges for RNN-Transducer.

Rui Zhao, Jian Xue, Jinyu Li, Wenning Wei, Lei He, Yifan Gong

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Combination of End-to-End and Hybrid Models for Speech Recognition.

Jeremy Heng Meng Wong, Yashesh Gaur, Rui Zhao, Liang Lu, Eric Sun, Jinyu Li, Yifan Gong

Proceedings of the Interspeech 2020, 2020

Exploring Transformers for Large-Scale Speech Recognition.

Liang Lu, Changliang Liu, Jinyu Li, Yifan Gong

Proceedings of the Interspeech 2020, 2020

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

Proceedings of the Interspeech 2020, 2020

Bandpass Noise Generation and Augmentation for Unified ASR.

Kshitiz Kumar, Bo Ren, Yifan Gong, Jian Wu

Proceedings of the Interspeech 2020, 2020

1-D Row-Convolution LSTM: Fast Streaming ASR at Accuracy Parity with LC-BLSTM.

Kshitiz Kumar, Chaojun Liu, Yifan Gong, Jian Wu

Proceedings of the Interspeech 2020, 2020

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

Yan Huang, Jinyu Li, Lei He, Wenning Wei, William Gale, Yifan Gong

Proceedings of the Interspeech 2020, 2020

Adaptation of RNN Transducer with Text-To-Speech Technology for Keyword Spotting.

Eva Sharma, Guoli Ye, Wenning Wei, Rui Zhao, Yao Tian, Jian Wu, Lei He, Ed Lin, Yifan Gong

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

L-Vector: Neural Label Embedding for Domain Adaptation.

Zhong Meng, Hu Hu, Jinyu Li, Changliang Liu, Yan Huang, Yifan Gong, Chin-Hui Lee

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

Jinyu Li, Rui Zhao, Eric Sun, Jeremy Heng Meng Wong, Amit Das, Zhong Meng, Yifan Gong

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Minimum Latency Training Strategies for Streaming Sequence-to-Sequence ASR.

Hirofumi Inaguma, Yashesh Gaur, Liang Lu, Jinyu Li, Yifan Gong

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Exploring Pre-Training with Alignments for RNN Transducer Based End-to-End Speech Recognition.

Hu Hu, Rui Zhao, Jinyu Li, Liang Lu, Yifan Gong

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Using Personalized Speech Synthesis and Neural Language Generator for Rapid Speaker Adaptation.

Yan Huang, Lei He, Wenning Wei, William Gale, Jinyu Li, Yifan Gong

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Acoustic Model Adaptation for Presentation Transcription and Intelligent Meeting Assistant Systems.

Yan Huang, Yifan Gong

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Advancing Acoustic-to-Word CTC Model With Attention and Mixed-Units.

Amit Das, Jinyu Li, Guoli Ye, Rui Zhao, Yifan Gong

IEEE ACM Trans. Audio Speech Lang. Process., 2019

PyKaldi2: Yet another speech toolkit based on Kaldi and PyTorch.

Liang Lu, Xiong Xiao, Zhuo Chen, Yifan Gong

CoRR, 2019

Layer Trajectory BLSTM.

Eric Sun, Jinyu Li, Yifan Gong

Proceedings of the Interspeech 2019, 2019

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

Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong

Proceedings of the Interspeech 2019, 2019

Self-Teaching Networks.

Liang Lu, Eric Sun, Yifan Gong

Proceedings of the Interspeech 2019, 2019

Acoustic-to-Phrase Models for Speech Recognition.

Yashesh Gaur, Jinyu Li, Zhong Meng, Yifan Gong

Proceedings of the Interspeech 2019, 2019

Encrypted Speech Recognition Using Deep Polynomial Networks.

Shi-Xiong Zhang, Yifan Gong, Dong Yu

Proceedings of the IEEE International Conference on Acoustics, 2019

Single-channel Speech Extraction Using Speaker Inventory and Attention Network.

Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, Jasha Droppo, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Adversarial Speaker Verification.

Zhong Meng, Yong Zhao, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Conditional Teacher-student Learning.

Zhong Meng, Jinyu Li, Yong Zhao, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Attentive Adversarial Learning for Domain-invariant Training.

Zhong Meng, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Adversarial Speaker Adaptation.

Zhong Meng, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Towards Code-switching ASR for End-to-end CTC Models.

Ke Li, Jinyu Li, Guoli Ye, Rui Zhao, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Improving Layer Trajectory LSTM with Future Context Frames.

Jinyu Li, Liang Lu, Changliang Liu, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Static and Dynamic State Predictions for Acoustic Model Combination.

Kshitiz Kumar, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Word Characters and Phone Pronunciation Embedding for ASR Confidence Classifier.

Kshitiz Kumar, Tasos Anastasakos, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Universal Acoustic Modeling Using Neural Mixture Models.

Amit Das, Jinyu Li, Changliang Liu, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

CNN with Phonetic Attention for Text-Independent Speaker Verification.

Tianyan Zhou, Yong Zhao, Jinyu Li, Yifan Gong, Jian Wu

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Advances in Online Audio-Visual Meeting Transcription.

Takuya Yoshioka, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Partha Parthasarathy, Alon Vinnikov, Lingfeng Wu, Igor Abramovski, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao Wang, Jun Zhang, Yong Zhao, Tianyan Zhou, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Domain Adaptation via Teacher-Student Learning for End-to-End Speech Recognition.

Zhong Meng, Jinyu Li, Yashesh Gaur, Yifan Gong

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Character-Aware Attention-Based End-to-End Speech Recognition.

Zhong Meng, Yashesh Gaur, Jinyu Li, Yifan Gong

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

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

Jinyu Li, Rui Zhao, Hu Hu, Yifan Gong

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Speaker-Invariant Training via Adversarial Learning.

Zhong Meng, Jinyu Li, Zhuo Chen, Yong Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang Juang

CoRR, 2018

Speaker Adaptation for End-to-End CTC Models.

Ke Li, Jinyu Li, Yong Zhao, Kshitiz Kumar, Yifan Gong

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Exploring Layer Trajectory LSTM with Depth Processing Units and Attention.

Jinyu Li, Liang Lu, Changliang Liu, Yifan Gong

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Multi-Channel Overlapped Speech Recognition with Location Guided Speech Extraction Network.

Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Adversarial Feature-Mapping for Speech Enhancement.

Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Fred Juang

Proceedings of the Interspeech 2018, 2018

Cycle-Consistent Speech Enhancement.

Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Fred Juang

Proceedings of the Interspeech 2018, 2018

Layer Trajectory LSTM.

Jinyu Li, Changliang Liu, Yifan Gong

Proceedings of the Interspeech 2018, 2018

Domain and Speaker Adaptation for Cortana Speech Recognition.

Yong Zhao, Jinyu Li, Shi-Xiong Zhang, Liping Chen, Yifan Gong

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation.

Zhong Meng, Jinyu Li, Yifan Gong, Biing-Hwang Juang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Speaker-Invariant Training Via Adversarial Learning.

Zhong Meng, Jinyu Li, Zhuo Chen, Yang Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang Juang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Developing Far-Field Speaker System Via Teacher-Student Learning.

Jinyu Li, Rui Zhao, Zhuo Chen, Changliang Liu, Xiong Xiao, Guoli Ye, Yifan Gong

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Advancing Acoustic-to-Word CTC Model.

Jinyu Li, Guoli Ye, Amit Das, Rui Zhao, Yifan Gong

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Advancing Connectionist Temporal Classification with Attention Modeling.

Amit Das, Jinyu Li, Rui Zhao, Yifan Gong

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Efficient Integration of Fixed Beamformers and Speech Separation Networks for Multi-Channel Far-Field Speech Separation.

Zhuo Chen, Takuya Yoshioka, Xiong Xiao, Linyu Li, Michael L. Seltzer, Yifan Gong

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Large-Scale Domain Adaptation via Teacher-Student Learning.

Jinyu Li, Michael L. Seltzer, Xi Wang, Rui Zhao, Yifan Gong

Proceedings of the Interspeech 2017, 2017

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

Michael Levit, Yan Huang, Shuangyu Chang, Yifan Gong

Proceedings of the Interspeech 2017, 2017

Improving Mask Learning Based Speech Enhancement System with Restoration Layers and Residual Connection.

Zhuo Chen, Yan Huang, Jinyu Li, Yifan Gong

Proceedings of the Interspeech 2017, 2017

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

Yong Zhao, Jinyu Li, Kshitiz Kumar, Yifan Gong

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Improved cepstra minimum-mean-square-error noise reduction algorithm for robust speech recognition.

Jinyu Li, Yan Huang, Yifan Gong

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Unsupervised adaptation with domain separation networks for robust speech recognition.

Zhong Meng, Zhuo Chen, Vadim Mazalov, Jinyu Li, Yifan Gong

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Acoustic-to-word model without OOV.

Jinyu Li, Guoli Ye, Rui Zhao, Jasha Droppo, Yifan Gong

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Cracking the cocktail party problem by multi-beam deep attractor network.

Zhuo Chen, Jinyu Li, Xiong Xiao, Takuya Yoshioka, Huaming Wang, Zhenghao Wang, Yifan Gong

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

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

Yifan Gong, Yan Huang, Kshitiz Kumar, Jinyu Li, Chaojun Liu, Guoli Ye, Shi-Xiong Zhang, Yong Zhao, Rui Zhao

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016

End-to-End attention based text-dependent speaker verification.

Shi-Xiong Zhang, Zhuo Chen, Yong Zhao, Jinyu Li, Yifan Gong

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Semi-Supervised Training in Deep Learning Acoustic Model.

Yan Huang, Yongqiang Wang, Yifan Gong

Proceedings of the Interspeech 2016, 2016

Low-rank plus diagonal adaptation for deep neural networks.

Yong Zhao, Jinyu Li, Yifan Gong

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Recurrent support vector machines for speech recognition.

Shi-Xiong Zhang, Rui Zhao, Chaojun Liu, Jinyu Li, Yifan Gong

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Geo-location dependent deep neural network acoustic model for speech recognition.

Guoli Ye, Chaojun Liu, Yifan Gong

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Simplifying long short-term memory acoustic models for fast training and decoding.

Yajie Miao, Jinyu Li, Yongqiang Wang, Shi-Xiong Zhang, Yifan Gong

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Investigations on speaker adaptation of LSTM RNN models for speech recognition.

Chaojun Liu, Yongqiang Wang, Kshitiz Kumar, Yifan Gong

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Exploring multidimensional lstms for large vocabulary ASR.

Jinyu Li, Abdelrahman Mohamed, Geoffrey Zweig, Yifan Gong

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Non-negative intermediate-layer DNN adaptation for a 10-KB speaker adaptation profile.

Kshitiz Kumar, Chaojun Liu, Yifan Gong

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

SVD-based universal DNN modeling for multiple scenarios.

Changliang Liu, Jinyu Li, Yifan Gong

Proceedings of the INTERSPEECH 2015, 2015

Intermediate-layer DNN adaptation for offline and session-based iterative speaker adaptation.

Kshitiz Kumar, Chaojun Liu, Kaisheng Yao, Yifan Gong

Proceedings of the INTERSPEECH 2015, 2015

Delta-melspectra features for noise robustness to DNN-based ASR systems.

Kshitiz Kumar, Chaojun Liu, Yifan Gong

Proceedings of the INTERSPEECH 2015, 2015

Confidence-features and confidence-scores for ASR applications in arbitration and DNN speaker adaptation.

Kshitiz Kumar, Ziad Al Bawab, Yong Zhao, Chaojun Liu, Benoît Dumoulin, Yifan Gong

Proceedings of the INTERSPEECH 2015, 2015

Regularized sequence-level deep neural network model adaptation.

Yan Huang, Yifan Gong

Proceedings of the INTERSPEECH 2015, 2015

Investigating online low-footprint speaker adaptation using generalized linear regression and click-through data.

Yong Zhao, Jinyu Li, Jian Xue, Yifan Gong

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Deep neural support vector machines for speech recognition.

Shi-Xiong Zhang, Chaojun Liu, Kaisheng Yao, Yifan Gong

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Small-footprint high-performance deep neural network-based speech recognition using split-VQ.

Yongqiang Wang, Jinyu Li, Yifan Gong

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Estimating confidence scores on ASR results using recurrent neural networks.

Kaustubh Kalgaonkar, Chaojun Liu, Yifan Gong, Kaisheng Yao

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

An analysis of convolutional neural networks for speech recognition.

Jui-Ting Huang, Jinyu Li, Yifan Gong

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

LSTM time and frequency recurrence for automatic speech recognition.

Jinyu Li, Abdelrahman Mohamed, Geoffrey Zweig, Yifan Gong

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

An Overview of Noise-Robust Automatic Speech Recognition.

Jinyu Li, Li Deng, Yifan Gong, Reinhold Haeb-Umbach

IEEE ACM Trans. Audio Speech Lang. Process., 2014

A fast maximum likelihood nonlinear feature transformation method for GMM-HMM speaker adaptation.

Kaisheng Yao, Dong Yu, Li Deng, Yifan Gong

Neurocomputing, 2014

Variable-activation and variable-input deep neural network for robust speech recognition.

Rui Zhao, Jinyu Li, Yifan Gong

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Variable-component deep neural network for robust speech recognition.

Rui Zhao, Jinyu Li, Yifan Gong

Proceedings of the INTERSPEECH 2014, 2014

Learning small-size DNN with output-distribution-based criteria.

Jinyu Li, Rui Zhao, Jui-Ting Huang, Yifan Gong

Proceedings of the INTERSPEECH 2014, 2014

Normalization of ASR confidence classifier scores via confidence mapping.

Kshitiz Kumar, Chaojun Liu, Yifan Gong

Proceedings of the INTERSPEECH 2014, 2014

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

Proceedings of the INTERSPEECH 2014, 2014

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

Proceedings of the INTERSPEECH 2014, 2014

Towards better performance with heterogeneous training data in acoustic modeling using deep neural networks.

Yan Huang, Malcolm Slaney, Michael L. Seltzer, Yifan Gong

Proceedings of the INTERSPEECH 2014, 2014

Singular value decomposition based low-footprint speaker adaptation and personalization for deep neural network.

Jian Xue, Jinyu Li, Dong Yu, Mike Seltzer, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2014

Factorized adaptation for deep neural network.

Jinyu Li, Jui-Ting Huang, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Restructuring of deep neural network acoustic models with singular value decomposition.

Jian Xue, Jinyu Li, Yifan Gong

Proceedings of the INTERSPEECH 2013, 2013

Semi-supervised GMM and DNN acoustic model training with multi-system combination and confidence re-calibration.

Yan Huang, Dong Yu, Yifan Gong, Chaojun Liu

Proceedings of the INTERSPEECH 2013, 2013

Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers.

Jui-Ting Huang, Jinyu Li, Dong Yu, Li Deng, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2013

Predicting speech recognition confidence using deep learning with word identity and score features.

Po-Sen Huang, Kshitiz Kumar, Chaojun Liu, Yifan Gong, Li Deng

Proceedings of the IEEE International Conference on Acoustics, 2013

Recent advances in deep learning for speech research at Microsoft.

Li Deng, Jinyu Li, Jui-Ting Huang, Kaisheng Yao, Dong Yu, Frank Seide, Michael L. Seltzer, Geoffrey Zweig, Xiaodong He, Jason D. Williams, Yifan Gong, Alex Acero

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Adaptation of context-dependent deep neural networks for automatic speech recognition.

Kaisheng Yao, Dong Yu, Frank Seide, Hang Su, Li Deng, Yifan Gong

Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Improving wideband speech recognition using mixed-bandwidth training data in CD-DNN-HMM.

Jinyu Li, Dong Yu, Jui-Ting Huang, Yifan Gong

Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

A Feature Space Transformation Method for Personalization using Generalized I-Vector Clustering.

Kaisheng Yao, Yifan Gong, Chaojun Liu

Proceedings of the INTERSPEECH 2012, 2012

Efficient VTS Adaptation Using Jacobian Approximation.

Jinyu Li, Michael L. Seltzer, Yifan Gong

Proceedings of the INTERSPEECH 2012, 2012

Improvements to VTS feature enhancement.

Jinyu Li, Michael L. Seltzer, Yifan Gong

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2010

Unscented transform with online distortion estimation for HMM adaptation.

Jinyu Li, Dong Yu, Yifan Gong, Li Deng

Proceedings of the INTERSPEECH 2010, 2010

2009

A Novel Framework and Training Algorithm for Variable-Parameter Hidden Markov Models.

Dong Yu, Li Deng, Yifan Gong, Alex Acero

IEEE Trans. Speech Audio Process., 2009

A unified framework of HMM adaptation with joint compensation of additive and convolutive distortions.

Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero

Comput. Speech Lang., 2009

Cross-lingual speech recognition under runtime resource constraints.

Dong Yu, Li Deng, Peng Liu, Jian Wu, Yifan Gong, Alex Acero

Proceedings of the IEEE International Conference on Acoustics, 2009

A study on multilingual acoustic modeling for large vocabulary ASR.

Hui Lin, Li Deng, Dong Yu, Yifan Gong, Alex Acero, Chin-Hui Lee

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Robust Speech Recognition Using a Cepstral Minimum-Mean-Square-Error-Motivated Noise Suppressor.

Dong Yu, Li Deng, Jasha Droppo, Jian Wu, Yifan Gong, Alex Acero

IEEE Trans. Speech Audio Process., 2008

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

Proceedings of the 6th International Symposium on Chinese Spoken Language Processing, 2008

Parameter clustering and sharing in variable-parameter HMMs for noise robust speech recognition.

Dong Yu, Li Deng, Yifan Gong, Alex Acero

Proceedings of the INTERSPEECH 2008, 2008

Discriminative training of variable-parameter HMMs for noise robust speech recognition.

Dong Yu, Li Deng, Yifan Gong, Alex Acero

Proceedings of the INTERSPEECH 2008, 2008

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

Proceedings of the IEEE International Conference on Acoustics, 2008

Adaptation of compressed HMM parameters for resource-constrained speech recognition.

Jinyu Li, Li Deng, Dong Yu, Jian Wu, Yifan Gong, Alex Acero

Proceedings of the IEEE International Conference on Acoustics, 2008

HMM adaptation using a phase-sensitive acoustic distortion model for environment-robust speech recognition.

Jinyu Li, Li Deng, Dong Yu, Yifan Gong, Alex Acero

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

A Study of Variable-Parameter Gaussian Mixture Hidden Markov Modeling for Noisy Speech Recognition.

Xiaodong Cui, Yifan Gong

IEEE Trans. Speech Audio Process., 2007

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 of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006

Modeling Variance Variation in a Variable Parameter HMM Framework for Noise Robust Speech Recognition.

Xiaodong Cui, Yifan Gong

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

A Method of Joint Compensation of Additive and Convolutive Distortions for Speaker-Independent Speech Recognition.

Yifan Gong

IEEE Trans. Speech Audio Process., 2005

2004

Can back-ends be more robust than front-ends? Investigation over the Aurora-2 database.

Alexis Bernard, Yifan Gong, Xiaodong Cui

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Model-space compensation of microphone and noise for speaker-independent speech recognition.

Yifan Gong

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Variable parameter Gaussian mixture hidden Markov modeling for speech recognition.

Xiaodong Cui, Yifan Gong

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Noise-dependent Gaussian mixture classifiers for robust rejection decision.

Yifan Gong

IEEE Trans. Speech Audio Process., 2002

The effects of speech compression on speech recognition and text-to-speech synthesis.

Yeshwant K. Muthusamy, Yifan Gong, Roshan Gupta

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Experiments on speaker-independent voice command recognition using in-vehicle hands free speech.

Yifan Gong, Lorin Netsch

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

A comparative study of approximations for parallel model combination of static and dynamic parameters.

Yifan Gong

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Noise-robust open-set speaker recognition using noise-dependent Gaussian mixture classifier.

Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2002

2000

HMM adaptation and microphone array processing for distant speech recognition.

Jim Kleban, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2000

Implementing a high accuracy speaker-independent continuous speech recognizer on a fixed-point DSP.

Yifan Gong, Yu-Hung Kao

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

A minimum cross-entropy approach to hidden Markov model adaptation.

Mohamed Afify, Yifan Gong, Jean-Paul Haton

IEEE Signal Process. Lett., 1999

Speaker-dependent name dialing in a car environment with out-of-vocabulary rejection.

Coimbatore S. Ramalingam, Yifan Gong, Lorin Netsch, Wallace W. Anderson, John J. Godfrey, Yu-Hung Kao

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Speech-enabled information retrieval in the automobile environment.

Yeshwant K. Muthusamy, Rajeev Agarwal, Yifan Gong, Vishu Viswanathan

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Transforming HMMs for speaker-independent hands-free speech recognition in the car.

Yifan Gong, John J. Godfrey

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

A general joint additive and convolutive bias compensation approach applied to noisy Lombard speech recognition.

Mohamed Afify, Yifan Gong, Jean Paul Haton

IEEE Trans. Speech Audio Process., 1998

Assessing the importance of the segmentation probability in segment-based speech recognition.

Jan P. Verhasselt, Irina Illina, Jean-Pierre Martens, Yifan Gong, Jean Paul Haton

Speech Commun., 1998

Environment normalization training and environment adaptation using mixture stochastic trajectory model.

Irina Illina, Mohamed Afify, Yifan Gong

Speech Commun., 1998

1997

Stochastic trajectory modeling and sentence searching for continuous speech recognition.

Yifan Gong

IEEE Trans. Speech Audio Process., 1997

Speaker normalization training for mixture stochastic trajectory model.

Irina Illina, Yifan Gong

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Source normalization training for HMM applied to noisy telephone speech recognition.

Yifan Gong

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

An acoustic subword unit approach to non-linguistic speech feature identification.

Mohamed Afify, Yifan Gong, Jean Paul Haton

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Correlation based predictive adaptation of hidden Markov models.

Mohamed Afify, Yifan Gong, Jean Paul Haton

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

The importance of segmentation probability in segment based speech recognizers.

Jan P. Verhasselt, Irina Illina, Jean-Pierre Martens, Yifan Gong, Jean-Paul Haton

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Elimination of trajectory folding phenomenon: HMM, trajectory mixture HMM and mixture stochastic trajectory model.

Irina Illina, Yifan Gong

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

A unified maximum likelihood approach to acoustic mismatch compensation: application to noisy Lombard speech recognition.

Mohamed Afify, Yifan Gong, Jean-Paul Haton

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Comparative experiments of several adaptation approaches to noisy speech recognition using stochastic trajectory models.

Olivier Siohan, Yifan Gong, Jean Paul Haton

Speech Commun., 1996

Estimation of mixtures of stochastic dynamic trajectories: application to continuous speech recognition.

Mohamed Afify, Yifan Gong, Jean Paul Haton

Comput. Speech Lang., 1996

A study on continuous Chinese speech recognition based on stochastic trajectory models.

Xiaohui Ma, Yifan Gong, Yuqing Fu, Jiren Lu, Jean Paul Haton

Proceedings of the 4th International Conference on Spoken Language Processing, 1996

Improvement in n-best search for continuous speech recognition.

Irina Illina, Yifan Gong

Proceedings of the 4th International Conference on Spoken Language Processing, 1996

Stochastic trajectory model with state-mixture for continuous speech recognition.

Irina Illina, Yifan Gong

Proceedings of the 4th International Conference on Spoken Language Processing, 1996

Modelling long term variability information in mixture stochastic trajectory framework.

Yifan Gong, Irina Illina, Jean Paul Haton

Proceedings of the 4th International Conference on Spoken Language Processing, 1996

A semi-continuous stochastic trajectory model for phoneme-based continuous speech recognition.

Olivier Siohan, Yifan Gong

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Probabilistic mapping networks for speaker recognition.

Haizhou Li, Yifan Gong, Jean-Paul Haton

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995

Speech recognition in noisy environments: A survey.

Yifan Gong

Speech Commun., 1995

Noise adaptation using linear regression for continuous noisy speech recognition.

Olivier Siohan, Yifan Gong, Jean Paul Haton

Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

Speaker recognition with temporal transition models.

Haizhou Li, Jean Paul Haton, Jian Su, Yifan Gong

Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

On MMI learning of Gaussian mixture for speaker models.

Haizhou Li, Jean Paul Haton, Yifan Gong

Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

Evaluation of Bayes decision approach to automatic determination of thresholds for speaker verification.

Yifan Gong

Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

Stochastic trajectory models for speech recognition: an extension to modelling time correlation.

Mohamed Afify, Yifan Gong, Jean Paul Haton

Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

Stochastic trajectory modeling for recognition of unconstrained handwritten words.

George Saon, Abdel Belaïd, Yifan Gong

Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

1994

Off-line Handwriting Recognition by Statistical Correlation.

George Saon, Abdel Belaïd, Yifan Gong

Proceedings of IAPR Workshop on Machine Vision Applications, 1994

A comparison of three noisy speech recognition approaches.

Olivier Siohan, Yifan Gong, Jean Paul Haton

Proceedings of the 3rd International Conference on Spoken Language Processing, 1994

Nonlinear time alignment in stochastic trajectory models for speech recognition.

Mohamed Afify, Yifan Gong, Jean Paul Haton

Proceedings of the 3rd International Conference on Spoken Language Processing, 1994

Noise independent speech recognition for a variety of noise types.

William C. Treurniet, Yifan Gong

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Stochastic trajectory modeling for speech recognition.

Yifan Gong, Jean Paul Haton

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993

Plausibility functions in continuous speech recognition: The VINICS system.

Yifan Gong, Jean Paul Haton

Speech Commun., 1993

A Bayesian approach to phone duration adaptation for lombard speech recognition.

Olivier Siohan, Yifan Gong, Jean Paul Haton

Proceedings of the Third European Conference on Speech Communication and Technology, 1993

Use of explicit context-dependent phonemic model in continuous speech recognition.

Feriel Mouria, Yifan Gong, Jean Paul Haton

Proceedings of the Third European Conference on Speech Communication and Technology, 1993

Duration of phones as function of utterance length and its use in automatic speech recognition.

Yifan Gong, William C. Treurniet

Proceedings of the Third European Conference on Speech Communication and Technology, 1993

Iterative transformation and alignment for speech labeling.

Yifan Gong, Jean Paul Haton

Proceedings of the Third European Conference on Speech Communication and Technology, 1993

Base transformation for environment adaptation in continuous speech recognition.

Yifan Gong

Proceedings of the Third European Conference on Speech Communication and Technology, 1993

1992

Minimization of speech alignment error by iterative transformation for speaker adaptation.

Yifan Gong, Olivier Siohan, Jean Paul Haton

Proceedings of the Second International Conference on Spoken Language Processing, 1992

DTW-based phonetic labeling using explicit phoneme duration constraints.

Yifan Gong, Jean Paul Haton

Proceedings of the Second International Conference on Spoken Language Processing, 1992

Hand-written text recognition based on a new formulation.

Yifan Gong, Anne Boyer

Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Nonlinear vectorial interpolation for speaker recognition.

Yifan Gong, Jean-Paul Haton

Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991

Signal-to-String Conversion Based on High Likelihood Regions Using Embedded Dynamic Programming.

Yifan Gong, Jean Paul Haton

IEEE Trans. Pattern Anal. Mach. Intell., 1991

VINICS: a continuous speech recognizer based on a new robust formulation.

Yifan Gong, Jean Paul Haton

Proceedings of the Second European Conference on Speech Communication and Technology, 1991

Comparing two phoneme identification methods using a continuous speech recognizer.

Yifan Gong, Jean Paul Haton

Proceedings of the Second European Conference on Speech Communication and Technology, 1991

Continuous speech recognition based on high plausibility regions.

Yifan Gong, Jean-Paul Haton, Feriel Mouria

Proceedings of the 1991 International Conference on Acoustics, 1991

Non-linear vector interpolation by neural network for phoneme identification in continuous speech.

Yifan Gong, Jean-Paul Haton

Proceedings of the 1991 International Conference on Acoustics, 1991

Neural network coupled with IIR sequential adapter for phoneme recognition in continuous speech.

Yifan Gong, Ying Cheng, Jean-Paul Haton

Proceedings of the 1991 International Conference on Acoustics, 1991

1990

A multiknowledge base system for continuous speech understanding.

Yifan Gong, Jean-Paul Haton

Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Towards a general signal interpretation system-signal-to-symbol conversion level.

Yifan Gong, Jean-Paul Haton

Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Text-independent speaker recognition by trajectory space comparison.

Yifan Gong, Jean-Paul Haton

Proceedings of the 1990 International Conference on Acoustics, 1990

1989

Parallel construction of syntactic structure for continuous speech recognition.

Yifan Gong, Anne Boyer, Jean Paul Haton

Proceedings of the First European Conference on Speech Communication and Technology, 1989

1988

A specialist society for continuous speech understanding.

Yifan Gong, Jean-Paul Haton

Proceedings of the IEEE International Conference on Acoustics, 1988

1987

Time domain harmonic matching pitch estimation using time-dependent speech modeling.

Yifan Gong, Jean Paul Haton

IEEE Trans. Acoust. Speech Signal Process., 1987

Phoneme-based continuous speech recognition without pre-segmentation.

Yifan Gong, Jean Paul Haton

Proceedings of the European Conference on Speech Technology, 1987