Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization

3 August 2021

Papers citing "Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization"

17 / 17 papers shown

Title
A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency Tara N. Sainath Yanzhang He Yue Liu A. Narayanan Ruoming Pang ... Trevor Strohman Mirkó Visontai Yonghui Wu Yu Zhang Ding Zhao 68 216 0 28 Mar 2020
Improving RNN Transducer Modeling for End-to-End Speech Recognition Jinyu Li Rui Zhao Hu Hu Jiawei Liu 57 170 0 26 Sep 2019
Optimizing Speech Recognition For The Edge Yuan Shangguan Jian Li Qiao Liang R. Álvarez Ian McGraw 68 64 0 26 Sep 2019
Streaming End-to-end Speech Recognition For Mobile Devices Yanzhang He Tara N. Sainath Rohit Prabhavalkar Ian McGraw R. Álvarez ... K. Sim Tom Bagby Shuo-yiin Chang Kanishka Rao A. Gruenstein 114 627 0 15 Nov 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 196 3,520 0 19 Aug 2018
Deploy Large-Scale Deep Neural Networks in Resource Constrained IoT Devices with Local Quantization Region Yi Yang A. Chen Xiaoming Chen Jiang Ji Zhenyang Chen Yan Dai MQ 30 11 0 24 May 2018
To prune, or not to prune: exploring the efficacy of pruning for model compression Michael Zhu Suyog Gupta 194 1,278 0 05 Oct 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 103 275 0 08 Sep 2017
Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting Sercan O. Arik Markus Kliegl R. Child Joel Hestness Andrew Gibiansky Christopher Fougner R. Prenger Adam Coates 69 181 0 15 Mar 2017
Variable Computation in Recurrent Neural Networks Yacine Jernite Edouard Grave Armand Joulin Tomas Mikolov 69 60 0 18 Nov 2016
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition H. Soltau H. Liao Hasim Sak 74 310 0 31 Oct 2016
On the efficient representation and execution of deep acoustic models R. Álvarez Rohit Prabhavalkar A. Bakhtin MQ 61 55 0 15 Jul 2016
Adaptive Computation Time for Recurrent Neural Networks Alex Graves 114 547 0 29 Mar 2016
Personalized Speech recognition on mobile devices Ian McGraw Rohit Prabhavalkar R. Álvarez Montse Gonzalez Arenas Kanishka Rao ... O. Alsharif Hasim Sak A. Gruenstein F. Beaufays Carolina Parada 73 183 0 10 Mar 2016
LSTM: A Search Space Odyssey Klaus Greff R. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber AI4TS VLM 124 5,302 0 13 Mar 2015
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 226 8,517 0 22 Mar 2013
Sequence Transduction with Recurrent Neural Networks Alex Graves 191 1,870 0 14 Nov 2012