Jinyu Li

According to our database, Jinyu Li authored at least 158 papers between 2000 and 2021.

Collaborative distances:

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

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

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

CoRR, 2021

2020

Example-based image recoloring in an indoor environment.

Xianxuan Lin, Xun Wang, Frederick W. B. Li, Jinyu Li, Bailin Yang, Kaili Zhang, Tianxiang Wei

Comput. Animat. Virtual Worlds, 2020

Reachable set bounding for a class of memristive complex-valued neural networks with disturbances.

Yu Gao, Song Zhu, Jinyu Li

Neurocomputing, 2020

Streaming end-to-end multi-talker speech recognition.

Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong

CoRR, 2020

Listen, Look and Deliberate: Visual context-aware speech recognition using pre-trained text-video representations.

Shahram Ghorbani, Yashesh Gaur, Yu Shi, Jinyu Li

CoRR, 2020

Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis.

Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Mao-Kui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey

CoRR, 2020

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

CoRR, 2020

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

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

CoRR, 2020

Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer.

Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jinyu Li

CoRR, 2020

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

CoRR, 2020

Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset.

Xie Chen, Yu Wu, Zhenghao Wang, Shujie Liu, Jinyu Li

CoRR, 2020

Adaptation Algorithms for Speech Recognition: An Overview.

Peter Bell, Joachim Fainberg, Ondrej Klejch, Jinyu Li, Steve Renals, Pawel Swietojanski

CoRR, 2020

Continuous Speech Separation with Conformer.

Sanyuan Chen, Yu Wu, Zhuo Chen, Jinyu Li, Chengyi Wang, Shujie Liu, Ming Zhou

CoRR, 2020

Continuous speech separation: dataset and analysis.

Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Jinyu Li

CoRR, 2020

Production de la parole en réponse à de multiples perturbations du feedback auditif (Speech production in response to multiple perturbations of auditory feedback).

Jinyu Li, Leonardo Lancia

Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

An End-to-End Architecture of Online Multi-Channel Speech Separation.

Jian Wu, Zhuo Chen, Jinyu Li, Takuya Yoshioka, Zhili Tan, Ed Lin, Yi Luo, Lei Xie

Proceedings of the Interspeech 2020, 2020

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

Jeremy H. M. 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

On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition.

Jinyu Li, Yu Wu, Yashesh Gaur, Chengyi Wang, Rui Zhao, Shujie Liu

Proceedings of the Interspeech 2020, 2020

Sequence-Level Self-Learning with Multiple Hypotheses.

Ken'ichi Kumatani, Dimitrios Dimitriadis, Yashesh Gaur, Robert Gmyr, Sefik Emre Eskimez, Jinyu Li, Michael Zeng

Proceedings of the Interspeech 2020, 2020

Transfer Learning Approaches for Streaming End-to-End Speech Recognition System.

Vikas Joshi, Rui Zhao, Rupesh R. Mehta, Kshitiz Kumar, Jinyu Li

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

Low Latency End-to-End Streaming Speech Recognition with a Scout Network.

Chengyi Wang, Yu Wu, Liang Lu, Shujie Liu, Jinyu Li, Guoli Ye, Ming Zhou

Proceedings of the Interspeech 2020, 2020

Semantic Mask for Transformer Based End-to-End Speech Recognition.

Chengyi Wang, Yu Wu, Yujiao Du, Jinyu Li, Shujie Liu, Liang Lu, Shuo Ren, Guoli Ye, Sheng Zhao, Ming Zhou

Proceedings of the Interspeech 2020, 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 H. M. 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

Continuous Speech Separation: Dataset and Analysis.

Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Xiong Xiao, Jinyu Li

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

2019

Survey and evaluation of monocular visual-inertial SLAM algorithms for augmented reality.

Jinyu Li, Bangbang Yang, Danpeng Cheng, Wang Nan, Guofeng Zhang, Hujun Bao

Virtual Real. Intell. Hardw., 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

Research and Design of Intelligent Welding System for Reinforcement Mesh.

Xibin Wang, Jinyu Li, Chao Yang, Xuze Gong, Guanyu Wang, Saiyun Wang

Proceedings of the 2019 IEEE International Conference on Service Operations and Logistics, 2019

Robust and Efficient Visual-Inertial Odometry with Multi-plane Priors.

Jinyu Li, Bangbang Yang, Kai Huang, Guofeng Zhang, Hujun Bao

Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

Rapid and Robust Monocular Visual-Inertial Initialization with Gravity Estimation via Vertical Edges.

Jinyu Li, Hujun Bao, Guofeng Zhang

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 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

Acoustic-to-Phrase Models for Speech Recognition.

Yashesh Gaur, Jinyu Li, Zhong Meng, Yifan Gong

Proceedings of the Interspeech 2019, 2019

Prediction Approach for Ising Model Estimation.

Jinyu Li, Yu Pan, Hongfeng Yu, Qi Zhang

Proceedings of the 2019 International Conference on Data Mining Workshops, 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

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

Speech Separation Using Speaker Inventory.

Peidong Wang, Zhuo Chen, Xiong Xiao, Zhong Meng, Takuya Yoshioka, Tianyan Zhou, Liang Lu, Jinyu Li

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

Progressive Joint Modeling in Unsupervised Single-Channel Overlapped Speech Recognition.

Zhehuai Chen, Jasha Droppo, Jinyu Li, Wayne Xiong

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Recent Progresses in Deep Learning based Acoustic Models (Updated).

Dong Yu, Jinyu Li

CoRR, 2018

Speaker-Invariant Training via Adversarial Learning.

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

CoRR, 2018

Global Mittag-Leffler stabilization of fractional-order complex-valued memristive neural networks.

Wenting Chang, Song Zhu, Jinyu Li, Kaili Sun

Appl. Math. Comput., 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

Study on Vehicular Adaptive Cruise Control in Complicated Driving Conditions.

Xiujian Yang, Jinyu Li, Yifeng Cui

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 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

Improved Training for Online End-to-end Speech Recognition Systems.

Suyoun Kim, Michael L. Seltzer, Jinyu Li, Rui Zhao

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

2017

Recent progresses in deep learning based acoustic models.

Dong Yu, Jinyu Li

IEEE CAA J. Autom. Sinica, 2017

Structural prediction of the interaction of the tumor suppressor p27KIP1 with cyclin A/CDK2 identifies a novel catalytically relevant determinant.

Jinyu Li, Jörg Vervoorts, Paolo Carloni, Giulia Rossetti, Bernhard Lüscher

BMC Bioinform., 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

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

Learning Hidden Unit Contributions for Unsupervised Acoustic Model Adaptation.

Pawel Swietojanski, Jinyu Li, Steve Renals

IEEE ACM Trans. Audio Speech Lang. Process., 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

Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention.

Dong Yu, Wayne Xiong, Jasha Droppo, Andreas Stolcke, Guoli Ye, Jinyu Li, Geoffrey Zweig

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

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

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

2015

SVD-based universal DNN modeling for multiple scenarios.

Changliang Liu, Jinyu Li, Yifan Gong

Proceedings of the INTERSPEECH 2015, 2015

Maximum a posteriori adaptation of network parameters in deep models.

Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jinyu Li, Jiadong Wu, Chin-Hui Lee

Proceedings of the INTERSPEECH 2015, 2015

Rapid adaptation for deep neural networks through multi-task learning.

Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Ji Wu, Chin-Hui Lee

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

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

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

Molecular Simulation-Based Structural Prediction of Protein Complexes in Mass Spectrometry: The Human Insulin Dimer.

Jinyu Li, Giulia Rossetti, Jens Dreyer, Simone Raugei, Emiliano Ippoliti, Bernhard Lüscher, Paolo Carloni

PLoS Comput. Biol., 2014

Comparison of human septal nuclei MRI measurements using automated segmentation and a new manual protocol based on histology.

Tracy Butler, Laszlo Zaborszky, Elizabeth Pirraglia, Jinyu Li, Xiuyuan Hugh Wang, Yi Li, Wai Tsui, Delia Talos, Orrin Devinsky, Izabela Kuchna, Krzysztof Nowicki, Jacqueline French, Ruben Kuzniecky, Jerzy Wegiel, Lidia Glodzik, Henry Rusinek, Mony J. de Leon, Thomas Thesen

NeuroImage, 2014

Robustness of globally exponential stability of delayed neural networks in the presence of random disturbances.

Song Zhu, Weiwei Luo, Jinyu Li, Yi Shen

Neural Comput. Appl., 2014

Empirical Likelihood for Partial Parameters in ARMA Models with Infinite Variance.

Jinyu Li, Wei Liang, Shuyuan He

J. Appl. Math., 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

Beyond cross-entropy: towards better frame-level objective functions for deep neural network training in automatic speech recognition.

Zhen Huang, Jinyu Li, Chao Weng, Chin-Hui Lee

Proceedings of the INTERSPEECH 2014, 2014

Feature space maximum a posteriori linear regression for adaptation of deep neural networks.

Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Chao Weng, Chin-Hui Lee

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

Feature compensation using linear combination of speaker and environment dependent correction vectors.

Xiong Xiao, Jinyu Li, Engsiong Chng, Haizhou Li

Proceedings of the IEEE International Conference on Acoustics, 2014

Investigation of maxout networks for speech recognition.

Pawel Swietojanski, Jinyu Li, Jui-Ting Huang

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

Hermitian Polynomial for Speaker Adaptation of Connectionist Speech Recognition Systems.

Sabato Marco Siniscalchi, Jinyu Li, Chin-Hui Lee

IEEE Trans. Speech Audio Process., 2013

Model-based margin estimation for hidden Markov model learning and generalisation.

Sabato Marco Siniscalchi, Jinyu Li, Chin-Hui Lee

IET Signal Process., 2013

Feature Learning in Deep Neural Networks - A Study on Speech Recognition Tasks

Dong Yu, Michael L. Seltzer, Jinyu Li, Jui-Ting Huang, Frank Seide

Proceedings of the 1st International Conference on Learning Representations, 2013

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

Jian Xue, Jinyu Li, Yifan Gong

Proceedings of the INTERSPEECH 2013, 2013

Investigations on hessian-free optimization for cross-entropy training of deep neural networks.

Simon Wiesler, Jinyu Li, Jian Xue

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

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

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

Hermitian based Hidden Activation Functions for Adaptation of Hybrid HMM/ANN Models.

Sabato Marco Siniscalchi, Jinyu Li, Chin-Hui Lee

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

Lasso environment model combination for robust speech recognition.

Xiong Xiao, Jinyu Li, Engsiong Chng, Haizhou Li

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Improvements to VTS feature enhancement.

Jinyu Li, Michael L. Seltzer, Yifan Gong

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Feature Normalization Using Structured Full Transforms for Robust Speech Recognition.

Xiong Xiao, Jinyu Li, Chng Eng Siong, Haizhou Li

Proceedings of the INTERSPEECH 2011, 2011

Maximum likelihood adaptation of histogram equalization with constraint for robust speech recognition.

Xiong Xiao, Jinyu Li, Engsiong Chng, Haizhou Li

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

A Study on the Generalization Capability of Acoustic Models for Robust Speech Recognition.

Xiong Xiao, Jinyu Li, Engsiong Chng, Haizhou Li, Chin-Hui Lee

IEEE Trans. Speech Audio Process., 2010

Limit Equilibrium Analysis of the Influence of Matric Suction on Unsaturated Soil Slope Stability.

Jinyu Li, Qing Yang, Maotian Luan

J. Convergence Inf. Technol., 2010

Unscented transform with online distortion estimation for HMM adaptation.

Jinyu Li, Dong Yu, Yifan Gong, Li Deng

Proceedings of the INTERSPEECH 2010, 2010

Shrinkage model adaptation in automatic speech recognition.

Jinyu Li, Yu Tsao, Chin-Hui Lee

Proceedings of the INTERSPEECH 2010, 2010

Word confidence calibration using a maximum entropy model with constraints on confidence and word distributions.

Dong Yu, Shizhen Wang, Jinyu Li, Li Deng

Proceedings of the IEEE International Conference on Acoustics, 2010

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

Soft margin estimation on improving environment structures for ensemble speaker and speaking environment modeling.

Yu Tsao, Jinyu Li, Chin-Hui Lee, Satoshi Nakamura

Proceedings of the 3rd International Universal Communication Symposium, 2009

A study on soft margin estimation of linear regression parameters for speaker adaptation.

Shigeki Matsuda, Yu Tsao, Jinyu Li, Satoshi Nakamura, Chin-Hui Lee

Proceedings of the INTERSPEECH 2009, 2009

Ensemble speaker and speaking environment modeling approach with advanced online estimation process.

Yu Tsao, Jinyu Li, Chin-Hui Lee

Proceedings of the IEEE International Conference on Acoustics, 2009

A study on hidden Markov model's generalization capability for speech recognition.

Xiong Xiao, Jinyu Li, Engsiong Chng, Haizhou Li, Chin-Hui Lee

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008

Soft margin estimation for automatic speech recognition.

Jinyu Li

PhD thesis, 2008

A Multiclass Machine Learning Approach to Credit Rating Prediction.

Yun Ye, Shufen Liu, Jinyu Li

Proceedings of the International Symposium on Information Processing, 2008

Soft margin estimation with various separation levels for LVCSR.

Jinyu Li, Zhi-Jie Yan, Chin-Hui Lee, Ren-Hua Wang

Proceedings of the INTERSPEECH 2008, 2008

On a generalization of margin-based discriminative training to robust speech recognition.

Jinyu Li, Chin-Hui Lee

Proceedings of the INTERSPEECH 2008, 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

A cooperative engagement system based on dynamic workflow.

Jun Peng, Shufen Liu, Jinyu Li, Xiaoyan Wang, Tingting Qin

Proceedings of the 12th International Conference on CSCW in Design, 2008

2007

Approximate Test Risk Bound Minimization Through Soft Margin Estimation.

Jinyu Li, Ming Yuan, Chin-Hui Lee

IEEE Trans. Speech Audio Process., 2007

Soft margin feature extraction for automatic speech recognition.

Jinyu Li, Chin-Hui Lee

Proceedings of the INTERSPEECH 2007, 2007

Detection-based ASR in the automatic speech attribute transcription project.

Ilana Bromberg, Qian Qian, Jun Hou, Jinyu Li, Chengyuan Ma, Brett Matthews, Antonio Moreno-Daniel, Jeremy Morris, Sabato Marco Siniscalchi, Yu Tsao, Yu Wang

Proceedings of the INTERSPEECH 2007, 2007

Approximate Test Risk Minimization Through Soft Margin Estimation.

Jinyu Li, Sabato Marco Siniscalchi, Chin-Hui Lee

Proceedings of the IEEE International Conference on Acoustics, 2007

A study on soft margin estimation for LVCSR.

Jinyu Li, Zhi-Jie Yan, Chin-Hui Lee, Ren-Hua Wang

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

Language Recognition Based on Score Distribution Feature Vectors and Discriminative Classifier Fusion.

Jinyu Li, Sibel Yaman, Chin-Hui Lee, Bin Ma, Rong Tong, Donglai Zhu, Haizhou Li

Proceedings of the Odyssey 2006, 2006

A study on lattice rescoring with knowledge scores for automatic speech recognition.

Sabato Marco Siniscalchi, Jinyu Li, Chin-Hui Lee

Proceedings of the INTERSPEECH 2006, 2006

Soft margin estimation of hidden Markov model parameters.

Jinyu Li, Ming Yuan, Chin-Hui Lee

Proceedings of the INTERSPEECH 2006, 2006

2005

Application of E<i>alpha</i>Nets to Feature Recognition of Articulation Manner in Knowledge-Based Automatic Speech Recognition.

Sabato Marco Siniscalchi, Jinyu Li, Giovanni Pilato, Giorgio Vassallo, Mark A. Clements, Antonio Gentile, Filippo Sorbello

Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 2005

A study on separation between acoustic models and its applications.

Yu Tsao, Jinyu Li, Chin-Hui Lee

Proceedings of the INTERSPEECH 2005, 2005

On designing and evaluating speech event detectors.

Jinyu Li, Chin-Hui Lee

Proceedings of the INTERSPEECH 2005, 2005

A Study on Knowledge Source Integration for Candidate Rescoring in Automatic Speech Recognition.

Jinyu Li, Yu Tsao, Chin-Hui Lee

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Double Gaussian based feature normalization for robust speech recognition.

Bo Liu, Li-Rong Dai, Jinyu Li, Ren-Hua Wang

Proceedings of the 2004 International Symposium on Chinese Spoken Language Processing, 2004

A complexity reduction of ETSI advanced front-end for DSR.

Jinyu Li, Bo Liu, Ren-Hua Wang, Li-Rong Dai

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Dimensionality reduction using MCE-optimized LDA transformation.

Xiao-Bing Li, Jinyu Li, Ren-Hua Wang

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2001

Relax frame independence assumption for standard hmms by state dependent auto-regressive feature models.

Ying Jia, Jinyu Li

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

A novel search algorithm for LSF VQ.

Jinyu Li, Xin Luo, Ren-Hua Wang

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000