Zhiyun Lu

Learning compact recurrent neural networks

Tara N. Sainath, Vikas Sindhwani, Zhiyun Lu, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A comparison between deep neural nets and kernel acoustic models for speech recognition

Brian Kingsbury, Michael Picheny, Michael Collins, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Speech Sentiment Analysis via End-To-End ASR Features

Liangliang Cao, James Fan, Chung-Cheng Chiu, 2020 .

Speech Sentiment Analysis via Pre-Trained Features from End-to-End ASR Models

Yu Zhang, Liangliang Cao, James Fan, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Uncertainty Estimation with Infinitesimal Jackknife, Its Distribution and Mean-Field Approximation pdf

Fei Sha, Zhiyun Lu, Eugene Ie, 2020, ArXiv.

Selecting β-Divergence for Nonnegative Matrix Factorization by Score Matching

Erkki Oja, Zhirong Yang, Zhiyun Lu, 2012, ICANN.

Kernel Approximation Methods for Speech Recognition

Brian Kingsbury, Michael Picheny, Michael Collins, 2017, J. Mach. Learn. Res..

How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets pdf

Brian Kingsbury, Michael Picheny, Michael Collins, 2014, ArXiv.

Improving Streaming Automatic Speech Recognition with Non-Streaming Model Distillation on Unsupervised Data pdf

Arun Narayanan, Liangliang Cao, Yu Zhang, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Hyper-parameter Tuning under a Budget Constraint pdf

Fei Sha, Chao-Kai Chiang, Zhiyun Lu, 2019, IJCAI.

A Large Scale Speech Sentiment Corpus

Liangliang Cao, James Fan, Hao Xu, 2020, LREC.