Ehsan Variani

Deep neural networks for small footprint text-dependent speaker verification

Ehsan Variani, Xin Lei, Erik McDermott et al. · 2014 · 1.1K citations

Trained Dnn, Deep Neural Networks, Speech Perception +15

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

Acoustic Modeling for Google Home

Bo Li, Tara N. Sainath, Arun Narayanan et al. · 2017 · 187 citations

Music, Engineering, Google Home +4

A Gaussian Mixture Model layer jointly optimized with discriminative features within a Deep Neural Network architecture

Ehsan Variani, Erik McDermott, Georg Heigold · 2015 · 60 citations

An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling

Tara N. Sainath, Yanzhang He, Arun Narayanan et al. · 2021 · 43 citations

Natural Language Processing, Sequence Modelling, Engineering +14