Kaisheng Yao

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 45

Top Topics

Speech Recognition

Feature Transformation

Language Understanding

Top Venues

Publications

Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation. EMNLP (Findings) (2023)
Qingpei Guo, Kaisheng Yao, Wei Chu
Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input. CoRR (2023)
Jianfeng He, Julian Salazar, Kaisheng Yao, Haoqi Li, Jinglun Cai
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training. CoRR (2023)
Hwanjun Song, Igor Shalyminov, Hang Su, Siffi Singh, Kaisheng Yao, Saab Mansour
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation. CoRR (2023)
Qingpei Guo, Kaisheng Yao, Wei Chu
Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input. ECCV (36) (2022)
Zhiming Wang, Furong Xu, Kaisheng Yao, Yuan Cheng, Tao Xiong, Huijia Zhu
AntVoice Neural Speaker Embedding System for FFSVC 2020. Interspeech (2021)
Yangming Li, Kaisheng Yao
Rewriter-Evaluator Architecture for Neural Machine Translation. ACL/IJCNLP (1) (2021)
Yangming Li, Lemao Liu, Kaisheng Yao
Neural Sequence Segmentation as Determining the Leftmost Segments. NAACL-HLT (2021)
Yangming Li, Kaisheng Yao
Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines. AAAI (2021)
Yangming Li, Lemao Liu, Kaisheng Yao
Neural Sequence Segmentation as Determining the Leftmost Segments. CoRR (2021)
Yangming Li, Han Li, Kaisheng Yao, Xiaolong Li
Handling Rare Entities for Neural Sequence Labeling. ACL (2020)
Yangming Li, Kaisheng Yao
Rewriter-Evaluator Framework for Neural Machine Translation. CoRR (2020)
Zhiming Wang, Kaisheng Yao, Xiaolong Li, Shuo Fang
Multi-Resolution Multi-Head Attention in Deep Speaker Embedding. ICASSP (2020)
Yangming Li, Kaisheng Yao
Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines. CoRR (2020)
Yangming Li, Kaisheng Yao, Libo Qin, Shuang Peng, Yijia Liu, Xiaolong Li
Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models. AAAI (2020)
Yangming Li, Kaisheng Yao, Libo Qin, Wanxiang Che, Xiaolong Li, Ting Liu
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network. ACL (2020)
Zhiming Wang, Kaisheng Yao, Shuo Fang, Xiaolong Li
Joint Optimization of Classification and Clustering for Deep Speaker Embedding. ASRU (2019)
Ming He, Kaisheng Yao, Peng Yang, Yuan Yao
Tag2Vec: Tag Embedding for Top-N Recommendation. ICNC-FSKD (2019)
Ming He, Peng Yang, Kaisheng Yao, Jiuling Zhang
TEFRCF: 标签熵特征表示的协同过滤个性化推荐算法 (TEFRCF: Collaborative Filtering Personalized Recommendation Algorithm Based on TagEntropy Feature Representation). 计算机科学 45 (6A) (2018)
Ming He, Kaisheng Yao, Peng Yang, Jiuling Zhang
基于标签信息特征相似性的协同过滤个性化推荐 (Collaborative Filtering Personalized Recommendation Based on Similarity of Tag Information Feature). 计算机科学 45 (6A) (2018)
Ming He, Jiuling Zhang, Peng Yang, Kaisheng Yao
Robust Transfer Learning for Cross-domain Collaborative Filtering Using Multiple Rating Patterns Approximation. WSDM (2018)
Yangyang Shi, Kaisheng Yao, Le Tian, Daxin Jiang
Deep LSTM based Feature Mapping for Query Classification. HLT-NAACL (2016)
Kaituo Xu, Lei Xie, Kaisheng Yao
Investigating LSTM for punctuation prediction. ISCSLP (2016)
Changhao Shan, Lei Xie, Kaisheng Yao
A bi-directional LSTM approach for polyphone disambiguation in Mandarin Chinese. ISCSLP (2016)
Trevor Cohn, Cong Duy Vu Hoang, Ekaterina Vymolova, Kaisheng Yao, Chris Dyer, Gholamreza Haffari
Incorporating Structural Alignment Biases into an Attentional Neural Translation Model. HLT-NAACL (2016)
Trevor Cohn, Cong Duy Vu Hoang, Ekaterina Vymolova, Kaisheng Yao, Chris Dyer, Gholamreza Haffari
Incorporating Structural Alignment Biases into an Attentional Neural Translation Model. CoRR (2016)
Yangyang Shi, Kaisheng Yao, Hu Chen, Dong Yu, Yi-Cheng Pan, Mei-Yuh Hwang
Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding. HLT-NAACL (2016)
Kaisheng Yao, Baolin Peng, Geoffrey Zweig, Kam-Fai Wong
An Attentional Neural Conversation Model with Improved Specificity. CoRR (2016)
Yu Zhang, Guoguo Chen, Dong Yu, Kaisheng Yao, Sanjeev Khudanpur, James R. Glass
Highway long short-term memory RNNS for distant speech recognition. ICASSP (2016)
Shi-Xiong Zhang, Chaojun Liu, Kaisheng Yao, Yifan Gong
Deep neural support vector machines for speech recognition. ICASSP (2015)
Kaisheng Yao, Geoffrey Zweig
Sequence-to-Sequence Neural Net Models for Grapheme-to-Phoneme Conversion. CoRR (2015)
Baolin Peng, Kaisheng Yao
Recurrent Neural Networks with External Memory for Language Understanding. CoRR (2015)
Kaustubh Kalgaonkar, Chaojun Liu, Yifan Gong, Kaisheng Yao
Estimating confidence scores on ASR results using recurrent neural networks. ICASSP (2015)
Baolin Peng, Kaisheng Yao, Jing Li, Kam-Fai Wong
Recurrent Neural Networks with External Memory for Spoken Language Understanding. NLPCC (2015)
Yangyang Shi, Kaisheng Yao, Hu Chen, Yi-Cheng Pan, Mei-Yuh Hwang, Baolin Peng
Contextual spoken language understanding using recurrent neural networks. ICASSP (2015)
Kaisheng Yao, Geoffrey Zweig, Baolin Peng
Attention with Intention for a Neural Network Conversation Model. CoRR (2015)
Kshitiz Kumar, Chaojun Liu, Kaisheng Yao, Yifan Gong
Intermediate-layer DNN adaptation for offline and session-based iterative speaker adaptation. INTERSPEECH (2015)
Yu Zhang, Guoguo Chen, Dong Yu, Kaisheng Yao, Sanjeev Khudanpur, James R. Glass
Highway Long Short-Term Memory RNNs for Distant Speech Recognition. CoRR (2015)
Kaisheng Yao, Geoffrey Zweig
Sequence-to-sequence neural net models for grapheme-to-phoneme conversion. INTERSPEECH (2015)
Yangyang Shi, Yi-Cheng Pan, Mei-Yuh Hwang, Kaisheng Yao, Hu Chen, Yuanhang Zou, Baolin Peng
A factorization network based method for multi-lingual domain classification. ICASSP (2015)
Yujia Li, Kaisheng Yao, Geoffrey Zweig
Feedback-based handwriting recognition from inertial sensor data for wearable devices. ICASSP (2015)
Dong Yu, Kaisheng Yao, Yu Zhang
The Computational Network Toolkit [Best of the Web]. IEEE Signal Process. Mag. 32 (6) (2015)
Kaisheng Yao, Trevor Cohn, Katerina Vylomova, Kevin Duh, Chris Dyer
Depth-Gated LSTM. CoRR (2015)
Yangyang Shi, Kaisheng Yao, Hu Chen, Yi-Cheng Pan, Mei-Yuh Hwang
Semi-supervised slot tagging in spoken language understanding using recurrent transductive support vector machines. ASRU (2015)
Grégoire Mesnil, Yann N. Dauphin, Kaisheng Yao, Yoshua Bengio, Li Deng, Dilek Hakkani-Tür, Xiaodong He, Larry P. Heck, Gökhan Tür, Dong Yu, Geoffrey Zweig
Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 23 (3) (2015)
Kaisheng Yao, Baolin Peng, Yu Zhang, Dong Yu, Geoffrey Zweig, Yangyang Shi
Spoken language understanding using long short-term memory neural networks. SLT (2014)
Dong Yu, Adam Eversole, Michael L. Seltzer, Kaisheng Yao, Brian Guenter, Oleksii Kuchaiev, Frank Seide, Huaming Wang, Jasha Droppo, Zhiheng Huang, Geoffrey Zweig, Christopher J. Rossbach, Jon Currey
An introduction to computational networks and the computational network toolkit (invited talk). INTERSPEECH (2014)
Kaisheng Yao, Baolin Peng, Geoffrey Zweig, Dong Yu, Xiaolong Li, Feng Gao
Recurrent conditional random field for language understanding. ICASSP (2014)
Kaisheng Yao, Dong Yu, Li Deng, Yifan Gong
A fast maximum likelihood nonlinear feature transformation method for GMM-HMM speaker adaptation. Neurocomputing 128 (2014)
Yangyang Shi, Mei-Yuh Hwang, Kaisheng Yao, Martha A. Larson
Speed up of recurrent neural network language models with sentence independent subsampling stochastic gradient descent. INTERSPEECH (2013)
Kaisheng Yao, Geoffrey Zweig, Mei-Yuh Hwang, Yangyang Shi, Dong Yu
Recurrent neural networks for language understanding. INTERSPEECH (2013)
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
Recent advances in deep learning for speech research at Microsoft. ICASSP (2013)
Dong Yu, Kaisheng Yao, Hang Su, Gang Li, Frank Seide
KL-divergence regularized deep neural network adaptation for improved large vocabulary speech recognition. ICASSP (2013)
Daniel Povey, Kaisheng Yao
A basis representation of constrained MLLR transforms for robust adaptation. Comput. Speech Lang. 26 (1) (2012)
Kaisheng Yao, Yifan Gong, Chaojun Liu
A Feature Space Transformation Method for Personalization using Generalized I-Vector Clustering. INTERSPEECH (2012)
Kaisheng Yao, Dong Yu, Frank Seide, Hang Su, Li Deng, Yifan Gong
Adaptation of context-dependent deep neural networks for automatic speech recognition. SLT (2012)
Daniel Povey, Kaisheng Yao
A basis method for robust estimation of constrained MLLR. ICASSP (2011)
Kaisheng Yao, Lorin Netsch
An Approach to Low Footprint Pronunciation Models for Embedded Speaker Independent Name Recognition. ICASSP (4) (2007)
Kaisheng Yao, Lorin Netsch, Vishu Viswanathan
Speaker-Independent Name Recognition Using Improved Compensation and Acoustic Modeling Methods for Mobile Applications. ICASSP (1) (2006)
Kaisheng Yao, Kuldip K. Paliwal, Te-Won Lee
Generative factor analyzed HMM for automatic speech recognition. Speech Commun. 45 (4) (2005)
Hoon-Young Cho, Kaisheng Yao, Te-Won Lee
Emotion verification for emotion detection and unknown emotion rejection. INTERSPEECH (2004)
Kaisheng Yao, Te-Won Lee
Time-Varying Noise Estimation for Speech Enhancement and Recognition Using Sequential Monte Carlo Method. EURASIP J. Adv. Signal Process. 2004 (15) (2004)
Kaisheng Yao, Kuldip K. Paliwal, Satoshi Nakamura
Noise adaptive speech recognition based on sequential noise parameter estimation. Speech Commun. 42 (1) (2004)
Te-Won Lee, Kaisheng Yao
Speech enhancement by perceptual filter with sequential noise parameter estimation. ICASSP (1) (2004)
Kaisheng Yao, Kuldip K. Paliwal, Satoshi Nakamura
Model based noisy speech recognition with environment parameters estimated by noise adaptive speech recognition with prior. INTERSPEECH (2003)
Kaisheng Yao, Kuldip K. Paliwal, Te-Won Lee
Speech recognition with a generative factor analyzed hidden Markov model. INTERSPEECH (2003)
Kaisheng Yao, Erik M. Visser, Oh-Wook Kwon, Te-Won Lee
A speech processing front-end with eigenspace normalization for robust speech recognition in noisy automobile environments. INTERSPEECH (2003)
Kaisheng Yao, Kuldip K. Paliwal, Satoshi Nakamura
Noise adaptive speech recognition with acoustic models trained from noisy speech evaluated on Aurora-2 database. INTERSPEECH (2002)
Kaisheng Yao, Kuldip K. Paliwal, Satoshi Nakamura
Noise adaptive speech recognition in time-varying noise based on sequential kullback proximal algorithm. ICASSP (2002)
Kaisheng Yao, Donglai Zhu, Satoshi Nakamura
Evaluation of a noise adaptive speech recognition system on the Aurora 3 database. INTERSPEECH (2002)
Kaisheng Yao, Kuldip K. Paliwal, Satoshi Nakamura
Sequential noise compensation by a sequential kullback proximal algorithm. INTERSPEECH (2001)
Kaisheng Yao, Jingdong Chen, Kuldip K. Paliwal, Satoshi Nakamura
Feature extraction and model-based noise compensation for noisy speech recognition evaluated on AURORA 2 task. INTERSPEECH (2001)
Kaisheng Yao, Satoshi Nakamura
Sequential Noise Compensation by Sequential Monte Carlo Method. NIPS (2001)
Bertram E. Shi, Kaisheng Yao, Zhigang Cao
Soft GPD for minimum classification error rate training. ICASSP (2000)
Kaisheng Yao, Bertram E. Shi, Satoshi Nakamura, Zhigang Cao
Residual noise compensation by a sequential EM algorithm for robust speech recognition in nonstationary noise. INTERSPEECH (2000)
Kaisheng Yao, Bertram E. Shi, Pascale Fung, Zhigang Cao
Residual noise compensation for robust speech recognition in nonstationary noise. ICASSP (2000)
Kaisheng Yao, Bertram E. Shi, Pascale Fung, Zhigang Cao
Liftered forward masking procedure for robust digits recognition. EUROSPEECH (1999)