RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition

28 May 2023

Papers citing "RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition"

26 / 26 papers shown

Title
HMM vs. CTC for Automatic Speech Recognition: Comparison Based on Full-Sum Training from Scratch Tina Raissi Wei Zhou Simon Berger Ralf Schluter Hermann Ney 43 13 0 18 Oct 2022
Efficient Training of Neural Transducer for Speech Recognition Wei Zhou Wilfried Michel Ralf Schluter Hermann Ney AI4TS 80 24 0 22 Apr 2022
Flashlight: Enabling Innovation in Tools for Machine Learning Jacob Kahn Vineel Pratap Tatiana Likhomanenko Qiantong Xu Awni Y. Hannun ... Gilad Avidov Benoit Steiner Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 113 33 0 29 Jan 2022
On Language Model Integration for RNN Transducer based Speech Recognition Wei Zhou Zuoyun Zheng Ralf Schluter Hermann Ney 87 23 0 13 Oct 2021
Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition Zhong Meng Yashesh Gaur Naoyuki Kanda Jinyu Li Xie Chen Yu Wu Yifan Gong AuLLM 41 32 0 06 Oct 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 95 768 0 08 Jun 2021
Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network Janne Pylkkönen Antti Ukkonen Juho Kilpikoski Samu Tamminen Hannes Heikinheimo 48 27 0 22 Apr 2021
Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition Wei Zhou Mohammad Zeineldeen Zuoyun Zheng Ralf Schluter Hermann Ney 47 14 0 19 Apr 2021
Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept Wei Zhou Albert Zeyer André Merboldt Ralf Schluter Hermann Ney 53 6 0 13 Apr 2021
Investigating Methods to Improve Language Model Integration for Attention-based Encoder-Decoder ASR Models Mohammad Zeineldeen Aleksandr Glushko Wilfried Michel Albert Zeyer Ralf Schluter Hermann Ney AuLLM 39 40 0 12 Apr 2021
Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition Wei Zhou Simon Berger Ralf Schluter Hermann Ney 81 33 0 30 Oct 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 229 3,160 0 16 May 2020
Full-Sum Decoding for Hybrid HMM based Speech Recognition using LSTM Language Model Wei Zhou Ralf Schluter Hermann Ney BDL 27 9 0 02 Apr 2020
Hybrid Autoregressive Transducer (hat) Ehsan Variani David Rybach Cyril Allauzen Michael Riley 64 160 0 12 Mar 2020
LSTM Language Models for LVCSR in First-Pass Decoding and Lattice-Rescoring Eugen Beck Wei Zhou Ralf Schluter Hermann Ney 56 34 0 01 Jul 2019
Language Modeling with Deep Transformers Kazuki Irie Albert Zeyer Ralf Schluter Hermann Ney KELM 92 176 0 10 May 2019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Awni Y. Hannun Ann Lee Qiantong Xu R. Collobert 53 97 0 04 Apr 2019
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition Albert Zeyer Tamer Alkhouli Hermann Ney 65 92 0 14 May 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 120 1,514 0 30 Mar 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 798 132,454 0 12 Jun 2017
Length bias in Encoder Decoder Models and a Case for Global Conditioning Pavel Sountsov Sunita Sarawagi AI4CE 62 42 0 10 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 235 7,760 0 31 Aug 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 89 1,152 0 18 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 163 2,269 0 05 Aug 2015
Sequence Transduction with Recurrent Neural Networks Alex Graves 195 1,872 0 14 Nov 2012