RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation

8 May 2019

Papers citing "RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation"

28 / 28 papers shown

Title
MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder Khai-Nguyen Nguyen Phuc Phan Tan-Hanh Pham Bach Phan Tat Minh-Huong Ngo Chris Ngo Thanh Nguyen-Tang Truong-Son Hy LM&MA 81 0 0 21 Sep 2024
Sentiment Reasoning for Healthcare Khai-Nguyen Nguyen Khai Le-Duc Bach Phan Tat Duy Le Jerry Ngo Long Vo-Dang LRM 81 0 0 24 Jul 2024
Improving Uyghur ASR systems with decoders using morpheme-based language models Zi-Jin Qiu Wei Jiang Turghunjan Mamut AI4CE 49 2 0 03 Mar 2020
Deja-vu: Double Feature Presentation and Iterated Loss in Deep Transformer Networks Andros Tjandra Chunxi Liu Frank Zhang Xiaohui Zhang Yongqiang Wang Gabriel Synnaeve Satoshi Nakamura Geoffrey Zweig ViT 63 45 0 23 Oct 2019
LSTM Language Models for LVCSR in First-Pass Decoding and Lattice-Rescoring Eugen Beck Wei Zhou Ralf Schluter Hermann Ney 48 34 0 01 Jul 2019
Language Modeling with Deep Transformers Kazuki Irie Albert Zeyer Ralf Schluter Hermann Ney KELM 85 175 0 10 May 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 177 3,456 0 18 Apr 2019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Awni Y. Hannun Ann Lee Qiantong Xu R. Collobert 53 96 0 04 Apr 2019
On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition Kazuki Irie Rohit Prabhavalkar Anjuli Kannan A. Bruguier David Rybach Patrick Nguyen 57 37 0 05 Feb 2019
Fully Convolutional Speech Recognition Neil Zeghidour Qiantong Xu Vitaliy Liptchinsky Nicolas Usunier Gabriel Synnaeve R. Collobert 45 91 0 17 Dec 2018
Optimal Completion Distillation for Sequence Learning S. Sabour William Chan Mohammad Norouzi 64 45 0 02 Oct 2018
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition Shubham Toshniwal Anjuli Kannan Chung-Cheng Chiu Yonghui Wu Tara N. Sainath Karen Livescu 67 156 0 27 Jul 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition Albert Zeyer Tamer Alkhouli Hermann Ney 65 91 0 14 May 2018
Improved training of end-to-end attention models for speech recognition Albert Zeyer Kazuki Irie Ralf Schluter Hermann Ney VLM 65 270 0 08 May 2018
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation Mengzhao Chen Orhan Firat Ankur Bapna Melvin Johnson Wolfgang Macherey ... Niki Parmar M. Schuster Zhifeng Chen Yonghui Wu Macduff Hughes AIMat 58 457 0 26 Apr 2018
The CAPIO 2017 Conversational Speech Recognition System Kyu Jeong Han Akshay Chandrashekaran Jungsuk Kim Ian Lane 113 72 0 29 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 89 1,153 0 05 Dec 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 66 230 0 24 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 698 131,652 0 12 Jun 2017
RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks P. Doetsch Albert Zeyer P. Voigtlaender Ilya Kulikov Ralf Schluter Hermann Ney 53 76 0 02 Aug 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 61 169 0 22 Jun 2016
Adding Gradient Noise Improves Learning for Very Deep Networks Arvind Neelakantan Luke Vilnis Quoc V. Le Ilya Sutskever Lukasz Kaiser Karol Kurach James Martens AI4CE ODL 83 545 0 21 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 215 7,735 0 31 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 380 7,962 0 17 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 153 2,266 0 05 Aug 2015
On Using Monolingual Corpora in Neural Machine Translation Çağlar Gülçehre Orhan Firat Kelvin Xu Kyunghyun Cho Loïc Barrault Huei-Chi Lin Fethi Bougares Holger Schwenk Yoshua Bengio 121 561 0 11 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 552 27,300 0 01 Sep 2014