Accelerating RNN Transducer Inference via One-Step Constrained Beam Search

10 February 2020

Papers citing "Accelerating RNN Transducer Inference via One-Step Constrained Beam Search"

19 / 19 papers shown

Title
RNN-T For Latency Controlled ASR With Improved Beam Search Mahaveer Jain Kjell Schubert Jay Mahadeokar Ching-Feng Yeh Kaustubh Kalgaonkar Anuroop Sriram Christian Fuegen M. Seltzer 65 45 0 05 Nov 2019
Transformer-Transducer: End-to-End Speech Recognition with Self-Attention Ching-Feng Yeh Jay Mahadeokar Kaustubh Kalgaonkar Yongqiang Wang Duc Le Mahaveer Jain Kjell Schubert Christian Fuegen M. Seltzer 69 150 0 28 Oct 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 159 3,451 0 18 Apr 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 98 626 0 15 Nov 2018
Vectorization of hypotheses and speech for faster beam search in encoder decoder-based speech recognition Hiroshi Seki Takaaki Hori Shinji Watanabe 34 2 0 12 Nov 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 175 3,514 0 19 Aug 2018
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Sanjeev Khudanpur Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 93 1,501 0 30 Mar 2018
Advancing Acoustic-to-Word CTC Model Jinyu Li Guoli Ye Amit Das Rui Zhao Jiawei Liu 55 98 0 15 Mar 2018
Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer Kanishka Rao Hasim Sak Rohit Prabhavalkar AI4TS 70 347 0 02 Jan 2018
Building competitive direct acoustics-to-word models for English conversational speech recognition Kartik Audhkhasi Brian Kingsbury Bhuvana Ramabhadran G. Saon M. Picheny 64 151 0 08 Dec 2017
State-of-the-art Speech Recognition With Sequence-to-Sequence Models Chung-Cheng Chiu Tara N. Sainath Yonghui Wu Rohit Prabhavalkar Patrick Nguyen ... Katya Gonina Navdeep Jaitly Yue Liu J. Chorowski M. Bacchiani AI4TS 86 1,151 0 05 Dec 2017
The Microsoft 2016 Conversational Speech Recognition System Wayne Xiong J. Droppo Xuedong Huang Frank Seide M. Seltzer A. Stolcke Dong Yu Geoffrey Zweig 58 289 0 12 Sep 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 338 10,467 0 21 Jul 2016
A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition Albert Zeyer P. Doetsch P. Voigtlaender Ralf Schluter Hermann Ney 56 169 0 22 Jun 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 242 11,145 0 14 Mar 2016
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 147 2,265 0 05 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 196 8,507 0 22 Mar 2013
Sequence Transduction with Recurrent Neural Networks Alex Graves 171 1,866 0 14 Nov 2012