Kernel Approximation Methods for Speech Recognition

Avner May, Alireza Bagheri Garakani, Zhiyun Lu +9

Large-Scale Mixed-Bandwidth Deep Neural Network Acoustic Modeling for Automatic Speech Recognition

Khoi-Nguyen C. Mac, Xiaodong Cui, Wei Zhang +1

Acoustically Grounded Word Embeddings for Improved Acoustics-to-Word Speech Recognition

Shane Settle, Kartik Audhkhasi, Karen Livescu +1

English Conversational Telephone Speech Recognition by Humans and Machines

George Saon, Gakuto Kurata, Tom Sercu +9

A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition

Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani +8

Distributed Deep Learning Strategies For Automatic Speech Recognition

Wei Zhang, Xiaodong Cui, Ulrich Finkler +4

Direct Acoustics-to-Word Models for English Conversational Speech Recognition

Kartik Audhkhasi, Bhuvana Ramabhadran, George Saon +2

Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks

Xiaodong Cui, Wei Zhang, Zoltán Tüske +1

Training variance and performance evaluation of neural networks in speech

Ewout van den Berg, Bhuvana Ramabhadran, Michael Picheny

The IBM 2015 English Conversational Telephone Speech Recognition System

George Saon, Hong-Kwang J. Kuo, Steven Rennie +1

Acoustic Model Optimization Based On Evolutionary Stochastic Gradient Descent with Anchors for Automatic Speech Recognition

Xiaodong Cui, Michael Picheny

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

Zhiyun Lu, Avner May, Kuan Liu +8

Challenging the Boundaries of Speech Recognition: The MALACH Corpus

Michael Picheny, Zóltan Tüske, Brian Kingsbury +3

The paper introduces the MALACH corpus of Holocaust testimonies, highlighting its challenges for automatic speech recognition such as heavy accents, disfluencies, and emotional spe…

Building competitive direct acoustics-to-word models for English conversational speech recognition

Kartik Audhkhasi, Brian Kingsbury, Bhuvana Ramabhadran +2

English Broadcast News Speech Recognition by Humans and Machines

Samuel Thomas, Masayuki Suzuki, Yinghui Huang +8

A Highly Efficient Distributed Deep Learning System For Automatic Speech Recognition

Wei Zhang, Xiaodong Cui, Ulrich Finkler +6