K. Yao

发表

Recent advances in deep learning for speech research at Microsoft

Geoffrey Zweig, Kaisheng Yao, Yifan Gong, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

An introduction to computational networks and the computational network toolkit (invited talk)

Geoffrey Zweig, Kaisheng Yao, Dong Yu, 2014, INTERSPEECH.

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

Kaisheng Yao, Yifan Gong, Dong Yu, 2012, 2012 IEEE Spoken Language Technology Workshop (SLT).

KL-divergence regularized deep neural network adaptation for improved large vocabulary speech recognition

Kaisheng Yao, Dong Yu, Hang Su, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Feature extraction and model-based noise compensation for noisy speech recognition evaluated on AURORA 2 task

Satoshi Nakamura, Kuldip K. Paliwal, Kaisheng Yao, 2001, INTERSPEECH.

Depth-Gated Recurrent Neural Networks

Kaisheng Yao, Kevin Duh, Chris Dyer, 2015 .

Sequence-to-sequence neural net models for grapheme-to-phoneme conversion pdf

Geoffrey Zweig, Kaisheng Yao, K. Yao, 2015, INTERSPEECH.

Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding

Geoffrey Zweig, Dilek Z. Hakkani-Tür, Gokhan Tur, 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Attention with Intention for a Neural Network Conversation Model pdf

Geoffrey Zweig, Kaisheng Yao, Baolin Peng, 2015, ArXiv.

Recurrent conditional random field for language understanding

Geoffrey Zweig, Kaisheng Yao, Xiaolong Li, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Deep LSTM based Feature Mapping for Query Classification

Yangyang Shi, Kaisheng Yao, Daxin Jiang, 2016, NAACL.

IMPROVING ACCURACY IN PARAMETER ESTIMATION IN AN EXTENDED KALMAN PARTICLE FILTERS FOR NOISY SPEECH RECOGNITION

Satoshi Nakamura, Kaisheng Yao, Tomoko Matsui, 2001 .

Noise Speech Recognition based on Robust Features and A Model-Based Noise Compensation evaluated on Aurora-2 Task

Satoshi Nakamura, Kuldip K. Paliwal, Kaisheng Yao, 2001 .

Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input

K. Yao, Wei Chu, Qingpei Guo, 2023, ECCV.

Generative factor analyzed HMM for automatic speech recognition

Kuldip K. Paliwal, Kaisheng Yao, Te-Won Lee, 2005, Speech Commun..

Semi-supervised slot tagging in spoken language understanding using recurrent transductive support vector machines

Yangyang Shi, Mei-Yuh Hwang, Kaisheng Yao, 2015, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU).

A speech processing front-end with eigenspace normalization for robust speech recognition in noisy automobile environments

Kaisheng Yao, Oh-Wook Kwon, Te-Won Lee, 2003, INTERSPEECH.

Spoken language understanding using long short-term memory neural networks

Geoffrey Zweig, Yu Zhang, Yangyang Shi, 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).

Contextual spoken language understanding using recurrent neural networks

Yangyang Shi, Mei-Yuh Hwang, Kaisheng Yao, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust Transfer Learning for Cross-domain Collaborative Filtering Using Multiple Rating Patterns Approximation

Kaisheng Yao, Peng Yang, Jiuling Zhang, 2018, WSDM.

Highway long short-term memory RNNS for distant speech recognition

Yu Zhang, Kaisheng Yao, James R. Glass, 2015, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Recurrent neural networks for language understanding

Geoffrey Zweig, Yangyang Shi, Mei-Yuh Hwang, 2013, INTERSPEECH.

Multi-Resolution Multi-Head Attention in Deep Speaker Embedding

Kaisheng Yao, Xiaolong Li, Zhiming Wang, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A basis method for robust estimation of constrained MLLR

Kaisheng Yao, Daniel Povey, Daniel Povey, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines

K. Yao, Yangming Li, 2020, AAAI.

Investigating LSTM for punctuation prediction

Kaisheng Yao, Lei Xie, Kaituo Xu, 2016, 2016 10th International Symposium on Chinese Spoken Language Processing (ISCSLP).

Neural Sequence Segmentation as Determining the Leftmost Segments

Lemao Liu, Kaisheng Yao, Yangming Li, 2021, NAACL.

Emotion verification for emotion detection and unknown emotion rejection

Kaisheng Yao, Te-Won Lee, Hoon-Young Cho, 2004, INTERSPEECH.

Tag2Vec: Tag Embedding for Top-N Recommendation

Kaisheng Yao, Peng Yang, Yuan Yao, 2019, ICNC-FSKD.

Incorporating Structural Alignment Biases into an Attentional Neural Translation Model

Gholamreza Haffari, Kaisheng Yao, Chris Dyer, 2016, NAACL.

Rewriter-Evaluator Framework for Neural Machine Translation

K. Yao, Yangming Li, 2020, ArXiv.

Depth-Gated LSTM pdf

Ekaterina Vylomova, Kaisheng Yao, Kevin Duh, 2015, ArXiv.

Feedback-based handwriting recognition from inertial sensor data for wearable devices

Geoffrey Zweig, Kaisheng Yao, Yujia Li, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Recurrent Neural Networks with External Memory for Spoken Language Understanding

Kam-Fai Wong, Kaisheng Yao, Li Jing, 2015, NLPCC.

Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models

Kaisheng Yao, Yangming Li, Libo Qin, 2020, AAAI.

Estimating confidence scores on ASR results using recurrent neural networks

Kaisheng Yao, Yifan Gong, Kaustubh Kalgaonkar, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Deep neural support vector machines for speech recognition

Kaisheng Yao, Yifan Gong, Shi-Xiong Zhang, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust speech recognition under noisy ambient conditions

Kuldip K. Paliwal, Kaisheng Yao, K. Paliwal, 2010, AmI 2010.

Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training

K. Yao, Jianfeng He, Jinglun Cai, 2023, ArXiv.

An Attentional Neural Conversation Model with Improved Specificity pdf

Kam-Fai Wong, Geoffrey Zweig, Kaisheng Yao, 2016, ArXiv.

Recurrent Neural Networks with External Memory for Language Understanding pdf

Kaisheng Yao, Baolin Peng, K. Yao, 2015, ArXiv.

Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network

Kaisheng Yao, Yangming Li, Libo Qin, 2020, ACL.

The Computational Network Toolkit [Best of the Web]

Yu Zhang, Kaisheng Yao, Dong Yu, 2015, IEEE Signal Process. Mag..

Handling Rare Entities for Neural Sequence Labeling

Kaisheng Yao, Yangming Li, Xiaolong Li, 2020, ACL.

Speed up of recurrent neural network language models with sentence independent subsampling stochastic gradient descent

Yangyang Shi, Mei-Yuh Hwang, Kaisheng Yao, 2013, INTERSPEECH.