On Language Model Integration for RNN Transducer based Speech
Recognition

On Language Model Integration for RNN Transducer based Speech Recognition

13 October 2021

Papers citing "On Language Model Integration for RNN Transducer based Speech Recognition"

18 / 18 papers shown

Title
SegAug: CTC-Aligned Segmented Augmentation For Robust RNN-Transducer Based Speech Recognition Khanh Le Tuan Vu Ho Dung Tran Duc Thanh Chau 43 0 0 20 Feb 2025
Investigating the Effect of Language Models in Sequence Discriminative Training for Neural Transducers Zijian Yang Wei Zhou Ralf Schluter Hermann Ney 11 0 0 11 Oct 2023
ed-cec: improving rare word recognition using asr postprocessing based on error detection and context-aware error correction Jiajun He Zekun Yang T. Toda 26 4 0 08 Oct 2023
On the Relation between Internal Language Model and Sequence Discriminative Training for Neural Transducers Zijian Yang Wei Zhou Ralf Schluter Hermann Ney 8 0 0 25 Sep 2023
Improved Factorized Neural Transducer Model For text-only Domain Adaptation J. Liu Jianwei Yu Xie Chen 8 1 0 18 Sep 2023
Decoupled Structure for Improved Adaptability of End-to-End Models Keqi Deng P. Woodland AuLLM 16 2 0 25 Aug 2023
RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition Wei Zhou Eugen Beck Simon Berger Ralf Schluter Hermann Ney VLM 12 4 0 28 May 2023
External Language Model Integration for Factorized Neural Transducers Michael Levit S. Parthasarathy Cem Aksoylar Mohammad Sadegh Rasooli Shuangyu Chang 14 2 0 26 May 2023
Mask The Bias: Improving Domain-Adaptive Generalization of CTC-based ASR with Internal Language Model Estimation Nilaksh Das Monica Sunkara S. Bodapati Jason (Jinglun) Cai Devang Kulshreshtha Jeffrey J. Farris Katrin Kirchhoff 13 2 0 05 May 2023
CB-Conformer: Contextual biasing Conformer for biased word recognition Yaoxun Xu Baiji Liu Qiaochu Huang and Xingcheng Song Zhiyong Wu Shiyin Kang H. Meng 44 14 0 19 Apr 2023
End-to-End Speech Recognition: A Survey Rohit Prabhavalkar Takaaki Hori Tara N. Sainath Ralf Schluter Shinji Watanabe VLM 16 143 0 03 Mar 2023
Adaptable End-to-End ASR Models using Replaceable Internal LMs and Residual Softmax Keqi Deng P. Woodland AuLLM KELM 19 11 0 16 Feb 2023
Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers Zijian Yang Wei Zhou Ralf Schluter Hermann Ney 17 4 0 07 Dec 2022
Towards Zero-Shot Code-Switched Speech Recognition Brian Yan Matthew Wiesner Ondˇrej Klejch P. Jyothi Shinji Watanabe 8 18 0 02 Nov 2022
Intermediate-layer output Regularization for Attention-based Speech Recognition with Shared Decoder Jicheng Zhang Yizhou Peng Haihua Xu Yi He Chng Eng Siong Hao-Ming Huang AuLLM 15 6 0 09 Jul 2022
Efficient Training of Neural Transducer for Speech Recognition Wei Zhou Wilfried Michel Ralf Schluter Hermann Ney AI4TS 6 22 0 22 Apr 2022
An Empirical Study of Language Model Integration for Transducer based Speech Recognition Huahuan Zheng Keyu An Zhijian Ou Chen Huang Ke Ding Guanglu Wan 9 5 0 31 Mar 2022
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 Y. Gong AuLLM 19 52 0 02 Feb 2021