Arun Narayanan

On Training Targets for Supervised Speech Separation

Yuxuan Wang, Arun Narayanan, DeLiang Wang · IEEE/ACM Transactions on Audio Speech and Language Processing · 2014 · 1.1K citations · Full text

Source Separation, Engineering, Machine Learning +17

Ideal ratio mask estimation using deep neural networks for robust speech recognition

Arun Narayanan, DeLiang Wang · 2013 · 549 citations

Deep Neural Networks, Ideal Binary Mask, Machine Learning +14

Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition

Tara N. Sainath, Ron J. Weiss, Kevin Wilson et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2017 · 238 citations

Engineering, Machine Learning, Speech Enhancement +19

Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home

Chanwoo Kim, Ananya Misra, K. K. Chin et al. · 2017 · 236 citations

Engineering, Health Sciences, Deep Learning +12

A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency

Tara N. Sainath, Yanzhang He, Bo Li et al. · 2020 · 201 citations

Engineering, Computer Architecture, Word Error Rate +25