EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding

29 July 2015

Papers citing "EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding"

50 / 264 papers shown

Title
Advancing Connectionist Temporal Classification With Attention Modeling Amit Das Jinyu Li Rui Zhao Jiawei Liu 21 51 0 15 Mar 2018
LCANet: End-to-End Lipreading with Cascaded Attention-CTC Kai Xu Dawei Li N. Cassimatis Xiaolong Wang 33 96 0 13 Mar 2018
On Modular Training of Neural Acoustics-to-Word Model for LVCSR Zhehuai Chen Qi Liu Hao Li Kai Yu 11 29 0 03 Mar 2018
Sequence-based Multi-lingual Low Resource Speech Recognition Siddharth Dalmia Ramon Sanabria Florian Metze A. Black 29 94 0 21 Feb 2018
Joint Modeling of Accents and Acoustics for Multi-Accent Speech Recognition Xuesong Yang Kartik Audhkhasi Andrew Rosenberg Samuel Thomas Bhuvana Ramabhadran M. Hasegawa-Johnson 13 71 0 07 Feb 2018
Combining Convolution and Recursive Neural Networks for Sentiment Analysis Vinh D. Van Thien Thai Minh-Quoc Nghiem 24 21 0 27 Jan 2018
Letter-Based Speech Recognition with Gated ConvNets Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 32 72 0 22 Dec 2017
Improved Regularization Techniques for End-to-End Speech Recognition Yingbo Zhou Caiming Xiong R. Socher 11 18 0 19 Dec 2017
Improving End-to-End Speech Recognition with Policy Learning Yingbo Zhou Caiming Xiong R. Socher 21 40 0 19 Dec 2017
Subword and Crossword Units for CTC Acoustic Models Thomas Zenkel Ramon Sanabria Florian Metze A. Waibel 16 33 0 19 Dec 2017
Deep Learning for Distant Speech Recognition Mirco Ravanelli 29 16 0 17 Dec 2017
The Zero Resource Speech Challenge 2017 Maarten Versteegh Xuan-Nga Cao Roland Thiollière Thomas Schatz Mathieu Bernard A. Jansen Xavier Anguera Miró Emmanuel Dupoux 25 202 0 12 Dec 2017
Building competitive direct acoustics-to-word models for English conversational speech recognition Kartik Audhkhasi Brian Kingsbury Bhuvana Ramabhadran G. Saon M. Picheny 24 151 0 08 Dec 2017
Acoustic-To-Word Model Without OOV Jinyu Li Guoli Ye Rui Zhao J. Droppo Jiawei Liu 23 38 0 28 Nov 2017
E-PUR: An Energy-Efficient Processing Unit for Recurrent Neural Networks Franyell Silfa Gem Dot J. Arnau Antonio González 33 39 0 20 Nov 2017
Sparse Attentive Backtracking: Long-Range Credit Assignment in Recurrent Networks Nan Rosemary Ke Anirudh Goyal O. Bilaniuk Jonathan Binas Laurent Charlin C. Pal Yoshua Bengio 30 15 0 07 Nov 2017
Improved training for online end-to-end speech recognition systems Suyoun Kim M. Seltzer Jinyu Li Rui Zhao 23 44 0 06 Nov 2017
Towards Language-Universal End-to-End Speech Recognition Suyoun Kim M. Seltzer 32 68 0 06 Nov 2017
A Study of All-Convolutional Encoders for Connectionist Temporal Classification Kalpesh Krishna Liang Lu Kevin Gimpel Karen Livescu 10 11 0 28 Oct 2017
Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models Yanzhang He Rohit Prabhavalkar Kanishka Rao Wei Li A. Bakhtin Ian McGraw AI4TS 23 89 0 26 Oct 2017
Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification Bo-Ru Lu Frank Shyu Yun-Nung (Vivian) Chen Hung-yi Lee Lin-Shan Lee 26 5 0 16 Sep 2017
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems Yonatan Belinkov James R. Glass 16 83 0 13 Sep 2017
Small-footprint Keyword Spotting Using Deep Neural Network and Connectionist Temporal Classifier Zhiming Wang Xiaolong Li Jun Zhou 28 26 0 12 Sep 2017
Sequence Prediction with Neural Segmental Models Hao Tang 29 2 0 05 Sep 2017
Comparison of Decoding Strategies for CTC Acoustic Models Thomas Zenkel Ramon Sanabria Florian Metze Jan Niehues Matthias Sperber Sebastian Stüker A. Waibel 18 43 0 15 Aug 2017
Sensor Transformation Attention Networks Stefan Braun Daniel Neil Enea Ceolini Jithendar Anumula Shih-Chii Liu 33 1 0 03 Aug 2017
End-to-End Neural Segmental Models for Speech Recognition Hao Tang Liang Lu Lingpeng Kong Kevin Gimpel Karen Livescu Chris Dyer Noah A. Smith Steve Renals 34 26 0 01 Aug 2017
Exploring Neural Transducers for End-to-End Speech Recognition Eric Battenberg Jitong Chen R. Child Adam Coates Yashesh Gaur Yi Li ... Hairong Liu S. Satheesh David Seetapun Anuroop Sriram Zhenyao Zhu AI4TS 42 229 0 24 Jul 2017
Attention-Based End-to-End Speech Recognition on Voice Search Changhao Shan Junbo Zhang Yujun Wang Lei Xie 20 7 0 22 Jul 2017
Improving LSTM-CTC based ASR performance in domains with limited training data J. Billa 21 11 0 03 Jul 2017
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM Takaaki Hori Shinji Watanabe Yu Zhang William Chan 27 291 0 08 Jun 2017
Polish Read Speech Corpus for Speech Tools and Services Danijel Koržinek K. Marasek Lukasz Brocki K. Wołk 12 17 0 01 Jun 2017
Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition Shubham Toshniwal Hao Tang Liang Lu Karen Livescu 18 116 0 05 Apr 2017
Simplified End-to-End MMI Training and Voting for ASR L. Fritz D. Burshtein 25 3 0 30 Mar 2017
Direct Acoustics-to-Word Models for English Conversational Speech Recognition Kartik Audhkhasi Bhuvana Ramabhadran G. Saon M. Picheny D. Nahamoo 24 69 0 22 Mar 2017
Multichannel End-to-end Speech Recognition Tsubasa Ochiai Shinji Watanabe Takaaki Hori J. Hershey 19 92 0 14 Mar 2017
English Conversational Telephone Speech Recognition by Humans and Machines G. Saon Gakuto Kurata Tom Sercu Kartik Audhkhasi Samuel Thomas ... Bhuvana Ramabhadran M. Picheny L. Lim Bergul Roomi Phil Hall 26 364 0 06 Mar 2017
Gram-CTC: Automatic Unit Selection and Target Decomposition for Sequence Labelling Hairong Liu Zhenyao Zhu Xiangang Li S. Satheesh VLM 33 56 0 01 Mar 2017
Analyzing and Exploiting NARX Recurrent Neural Networks for Long-Term Dependencies R. DiPietro Christian Rupprecht Nassir Navab Gregory Hager 16 26 0 24 Feb 2017
Residual Convolutional CTC Networks for Automatic Speech Recognition Yisen Wang Xuejiao Deng Songbai Pu Zhiheng Huang 16 82 0 24 Feb 2017
Multitask Learning with CTC and Segmental CRF for Speech Recognition Liang Lu Lingpeng Kong Chris Dyer Noah A. Smith 20 24 0 21 Feb 2017
End-to-End ASR-free Keyword Search from Speech Kartik Audhkhasi Andrew Rosenberg A. Sethy Bhuvana Ramabhadran Brian Kingsbury 18 111 0 13 Jan 2017
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks Wenjie Qu Mohammad Pezeshki Philemon Brakel Saizheng Zhang Yoshua Bengio Aaron Courville 27 366 0 10 Jan 2017
Towards better decoding and language model integration in sequence to sequence models J. Chorowski Navdeep Jaitly 17 368 0 08 Dec 2016
Invariant Representations for Noisy Speech Recognition Dmitriy Serdyuk Kartik Audhkhasi Philemon Brakel Bhuvana Ramabhadran Samuel Thomas Yoshua Bengio OOD 18 67 0 27 Nov 2016
Robust end-to-end deep audiovisual speech recognition Ramon Sanabria Florian Metze Fernando de la Torre 16 7 0 21 Nov 2016
Audio Visual Speech Recognition using Deep Recurrent Neural Networks Abhinav Thanda S. Venkatesan 21 24 0 09 Nov 2016
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition H. Soltau H. Liao Hasim Sak 18 310 0 31 Oct 2016
FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks Minjae Lee Kyuyeon Hwang Jinhwan Park Sung-Hyk Choi Sungho Shin Wonyong Sung 23 76 0 30 Sep 2016
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning Suyoun Kim Takaaki Hori Shinji Watanabe 30 914 0 21 Sep 2016