Factorized Neural Transducer for Efficient Language Model Adaptation

27 September 2021

Xie Chen

Papers citing "Factorized Neural Transducer for Efficient Language Model Adaptation"

34 / 34 papers shown

Title
Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers Adam Stooke Rohit Prabhavalkar K. Sim P. M. Mengibar 39 0 0 06 Feb 2025
Effective Text Adaptation for LLM-based ASR through Soft Prompt Fine-Tuning Yingyi Ma Zhe Liu Ozlem Kalinli 70 0 0 09 Dec 2024
Boosting Hybrid Autoregressive Transducer-based ASR with Internal Acoustic Model Training and Dual Blank Thresholding Takafumi Moriya Takanori Ashihara Masato Mimura Hiroshi Sato Kohei Matsuura Ryo Masumura Taichi Asami 24 0 0 30 Sep 2024
Exploring SSL Discrete Speech Features for Zipformer-based Contextual ASR Mingyu Cui Yifan Yang Jiajun Deng Jiawen Kang Shujie Hu Tianzi Wang Zhaoqing Li Shiliang Zhang Xie Chen Xunying Liu 33 1 0 13 Sep 2024
NEST-RQ: Next Token Prediction for Speech Self-Supervised Pre-Training Minglun Han Ye Bai Chen Shen Youjia Huang Mingkun Huang Zehua Lin Linhao Dong Lu Lu Yuxuan Wang 42 1 0 13 Sep 2024
Lightweight Transducer Based on Frame-Level Criterion Genshun Wan Mengzhi Wang Tingzhi Mao Hang Chen Z. Ye 44 1 0 05 Sep 2024
Label-Synchronous Neural Transducer for E2E Simultaneous Speech Translation Keqi Deng Philip C. Woodland 36 4 0 06 Jun 2024
Text Injection for Neural Contextual Biasing Zhong Meng Zelin Wu Rohit Prabhavalkar Cal Peyser Weiran Wang Nanxin Chen Tara N. Sainath Bhuvana Ramabhadran 25 3 0 05 Jun 2024
Effective internal language model training and fusion for factorized transducer model Jinxi Guo Niko Moritz Yingyi Ma Frank Seide Chunyang Wu Jay Mahadeokar Ozlem Kalinli Christian Fuegen Michael Seltzer 43 1 0 02 Apr 2024
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition Siyuan Shen Yu Gao Feng Liu Hanyang Wang Aimin Zhou 37 6 0 28 Mar 2024
Advanced Long-Content Speech Recognition With Factorized Neural Transducer Xun Gong Yu Wu Jinyu Li Shujie Liu Rui Zhao Xie Chen Yanmin Qian 31 6 0 20 Mar 2024
Skipformer: A Skip-and-Recover Strategy for Efficient Speech Recognition Wenjing Zhu Sining Sun Changhao Shan Peng Fan Qing Yang 34 1 0 13 Mar 2024
On Speaker Attribution with SURT Desh Raj Matthew Wiesner Matthew Maciejewski Leibny Paola García-Perera Daniel Povey Sanjeev Khudanpur 29 3 0 28 Jan 2024
ed-cec: improving rare word recognition using asr postprocessing based on error detection and context-aware error correction Jiajun He Zekun Yang T. Toda 32 4 0 08 Oct 2023
Improved Factorized Neural Transducer Model For text-only Domain Adaptation Xiaozhong Liu Jianwei Yu Xie Chen 28 1 0 18 Sep 2023
t-SOT FNT: Streaming Multi-talker ASR with Text-only Domain Adaptation Capability Jian Wu Naoyuki Kanda Takuya Yoshioka Rui Zhao Zhuo Chen Jinyu Li 21 5 0 15 Sep 2023
Incorporating Class-based Language Model for Named Entity Recognition in Factorized Neural Transducer Peng Wang Yifan Yang Zheng Liang Tian Tan Shiliang Zhang Xie Chen 15 0 0 14 Sep 2023
Hybrid Attention-based Encoder-decoder Model for Efficient Language Model Adaptation Shaoshi Ling Guoli Ye Rui Zhao Yifan Gong VLM 21 1 0 14 Sep 2023
Decoupled Structure for Improved Adaptability of End-to-End Models Keqi Deng P. Woodland AuLLM 27 2 0 25 Aug 2023
Bilingual Streaming ASR with Grapheme units and Auxiliary Monolingual Loss M. Soleymanpour Mahmoud Al Ismail F. Bahmaninezhad Kshitiz Kumar Jian Wu 24 0 0 11 Aug 2023
Improving RNN-Transducers with Acoustic LookAhead Vinit Unni Ashish R. Mittal P. Jyothi Sunita Sarawagi 29 2 0 11 Jul 2023
Prompting Large Language Models for Zero-Shot Domain Adaptation in Speech Recognition Yuang Li Yu-Huan Wu Jinyu Li Shujie Liu 22 41 0 28 Jun 2023
Retraining-free Customized ASR for Enharmonic Words Based on a Named-Entity-Aware Model and Phoneme Similarity Estimation Yui Sudo K. Hata K. Nakadai 29 2 0 29 May 2023
External Language Model Integration for Factorized Neural Transducers Michael Levit S. Parthasarathy Cem Aksoylar Mohammad Sadegh Rasooli Shuangyu Chang 29 2 0 26 May 2023
End-to-End Speech Recognition: A Survey Rohit Prabhavalkar Takaaki Hori Tara N. Sainath Ralf Schluter Shinji Watanabe VLM 26 149 0 03 Mar 2023
JEIT: Joint End-to-End Model and Internal Language Model Training for Speech Recognition Zhong Meng Weiran Wang Rohit Prabhavalkar Tara N. Sainath Tongzhou Chen Ehsan Variani Yu Zhang Bo-wen Li Andrew Rosenberg Bhuvana Ramabhadran AuLLM VLM 36 11 0 16 Feb 2023
Fast and accurate factorized neural transducer for text adaption of end-to-end speech recognition models Rui Zhao Jian Xue P. Parthasarathy Veljko Miljanic Jinyu Li 21 13 0 05 Dec 2022
LongFNT: Long-form Speech Recognition with Factorized Neural Transducer Xun Gong Yu-Huan Wu Jinyu Li Shujie Liu Rui Zhao Xie Chen Y. Qian RALM 24 10 0 17 Nov 2022
Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers Duc Le Frank Seide Yuhao Wang Heng Chang Kjell Schubert Ozlem Kalinli M. Seltzer 19 6 0 02 Nov 2022
Modular Hybrid Autoregressive Transducer Zhong Meng Tongzhou Chen Rohit Prabhavalkar Yu Zhang Gary Wang ... Bhuvana Ramabhadran Yifan Jiang Ehsan Variani Yinghui Huang Pedro J. Moreno 34 20 0 31 Oct 2022
Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li VLM 29 362 0 02 Nov 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 18 32 0 06 Oct 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 31 52 0 02 Feb 2021
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition Yangyang Shi Yongqiang Wang Chunyang Wu Ching-Feng Yeh Julian Chan Frank Zhang Duc Le M. Seltzer 56 168 0 21 Oct 2020