Investigating the Effect of Language Models in Sequence Discriminative
Training for Neural Transducers

Investigating the Effect of Language Models in Sequence Discriminative Training for Neural Transducers

11 October 2023

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Papers citing "Investigating the Effect of Language Models in Sequence Discriminative Training for Neural Transducers"

17 / 17 papers shown

Title
RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition Wei Zhou Eugen Beck Simon Berger Ralf Schluter Hermann Ney VLM 61 5 0 28 May 2023
Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers Zijian Yang Wei Zhou Ralf Schluter Hermann Ney 54 4 0 07 Dec 2022
Efficient Training of Neural Transducer for Speech Recognition Wei Zhou Wilfried Michel Ralf Schluter Hermann Ney AI4TS 67 24 0 22 Apr 2022
Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI Jinchuan Tian Jianwei Yu Chao Weng Shi-Xiong Zhang Dan Su Dong Yu Yuexian Zou AuLLM 77 13 0 05 Dec 2021
Efficient Sequence Training of Attention Models using Approximative Recombination Nils-Philipp Wynands Wilfried Michel Jan Rosendahl Ralf Schluter Hermann Ney 38 3 0 18 Oct 2021
On Language Model Integration for RNN Transducer based Speech Recognition Wei Zhou Zuoyun Zheng Ralf Schluter Hermann Ney 85 23 0 13 Oct 2021
On lattice-free boosted MMI training of HMM and CTC-based full-context ASR models Xiaohui Zhang Vimal Manohar David C. Zhang Frank Zhang Yangyang Shi Nayan Singhal Julian Chan Fuchun Peng Yatharth Saraf M. Seltzer 71 14 0 09 Jul 2021
Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition Zhong Meng Naoyuki Kanda Yashesh Gaur S. Parthasarathy Eric Sun Liang Lu Xie Chen Jinyu Li Jiawei Liu AuLLM 78 53 0 02 Feb 2021
Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging Rohit Prabhavalkar Yanzhang He David Rybach S. Campbell A. Narayanan Trevor Strohman Tara N. Sainath 104 35 0 12 Dec 2020
Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition Wei Zhou Simon Berger Ralf Schluter Hermann Ney 74 33 0 30 Oct 2020
Efficient minimum word error rate training of RNN-Transducer for end-to-end speech recognition Jinxi Guo Gautam Tiwari J. Droppo Maarten Van Segbroeck Che-Wei Huang A. Stolcke Roland Maas 51 55 0 27 Jul 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 3,155 0 16 May 2020
Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard Zoltán Tüske G. Saon Kartik Audhkhasi Brian Kingsbury BDL 62 69 0 20 Jan 2020
Comparison of Lattice-Free and Lattice-Based Sequence Discriminative Training Criteria for LVCSR Wilfried Michel Ralf Schluter Hermann Ney 25 7 0 01 Jul 2019
Language Modeling with Deep Transformers Kazuki Irie Albert Zeyer Ralf Schluter Hermann Ney KELM 92 176 0 10 May 2019
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 156 2,269 0 05 Aug 2015
Sequence Transduction with Recurrent Neural Networks Alex Graves 195 1,871 0 14 Nov 2012

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