A Density Ratio Approach to Language Model Fusion in End-To-End Automatic Speech Recognition

26 February 2020

Papers citing "A Density Ratio Approach to Language Model Fusion in End-To-End Automatic Speech Recognition"

37 / 37 papers shown

Title
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems Amin Robatian Mohammad Hajipour Mohammad Reza Peyghan Fatemeh Rajabi Sajjad Amini Shahrokh Ghaemmaghami Iman Gholampour 46 0 0 18 Jan 2025
LM-assisted keyword biasing with Aho-Corasick algorithm for Transducer-based ASR Iuliia Thorbecke Juan Zuluaga-Gomez Esaú Villatoro-Tello Andres Carofilis Shashi Kumar P. Motlícek Karthik Pandia A. Ganapathiraju 37 0 0 20 Sep 2024
ASR Error Correction using Large Language Models Rao Ma Mengjie Qian Mark Gales Kate Knill KELM 46 1 0 14 Sep 2024
Label-Synchronous Neural Transducer for E2E Simultaneous Speech Translation Keqi Deng Philip C. Woodland 43 4 0 06 Jun 2024
Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition Zijin Gu Tatiana Likhomanenko Richard He Bai Erik McDermott R. Collobert Navdeep Jaitly AuLLM 58 2 0 24 May 2024
Personalization of CTC-based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization Zhihong Lei Ernest Pusateri Shiyi Han Leo Liu Mingbin Xu ... R. Travadi Youyuan Zhang Mirko Hannemann Man-Hung Siu Zhen Huang 23 9 0 16 Oct 2023
Massive End-to-end Models for Short Search Queries Weiran Wang Rohit Prabhavalkar Dongseong Hwang Qiujia Li K. Sim ... Zhong Meng CJ Zheng Yanzhang He Tara N. Sainath P. M. Mengibar 32 2 0 22 Sep 2023
Multiple Representation Transfer from Large Language Models to End-to-End ASR Systems Takuma Udagawa Masayuki Suzuki Gakuto Kurata Masayasu Muraoka G. Saon 38 2 0 07 Sep 2023
Large-scale Language Model Rescoring on Long-form Data Tongzhou Chen Cyril Allauzen Yinghui Huang Daniel S. Park David Rybach ... Rodrigo Cabrera Kartik Audhkhasi Bhuvana Ramabhadran Pedro J. Moreno Michael Riley 38 14 0 13 Jun 2023
Improving Language Model Integration for Neural Machine Translation Christian Herold Yingbo Gao Mohammad Zeineldeen Hermann Ney 26 2 0 08 Jun 2023
Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer Lu Huang Yangqiu Song Jun Zhang Lu Lu Zejun Ma 36 2 0 07 Jun 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
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 33 42 0 10 Mar 2023
Internal Language Model Estimation based Adaptive Language Model Fusion for Domain Adaptation Rao Ma Xiaobo Wu Jin Qiu Yanan Qin Haihua Xu Peihao Wu Zejun Ma 32 2 0 02 Nov 2022
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition Suyoun Kim Ke Li Lucas Kabela Rongqing Huang Jiedan Zhu Ozlem Kalinli Duc Le 27 8 0 31 Oct 2022
Relaxed Attention for Transformer Models Timo Lohrenz Björn Möller Zhengyang Li Tim Fingscheidt KELM 29 11 0 20 Sep 2022
Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion Muhammad Umar Farooq Darshan Adiga Haniya Narayana Thomas Hain 27 2 0 07 Jul 2022
Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition Guangzhi Sun C. Zhang P. Woodland 22 12 0 02 Jul 2022
Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems Jesús Andrés-Ferrer Dario Albesano P. Zhan Paul Vozila 16 6 0 29 Jun 2022
Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator Guangzhi Sun C. Zhang P. Woodland 32 14 0 18 May 2022
Improving Rare Word Recognition with LM-aware MWER Training Weiran Wang Tongzhou Chen Tara N. Sainath Ehsan Variani Rohit Prabhavalkar ... S. Mavandadi Cal Peyser Trevor Strohman Yanzhang He David Rybach KELM 40 13 0 15 Apr 2022
Integrating Text Inputs For Training and Adapting RNN Transducer ASR Models Samuel Thomas Brian Kingsbury G. Saon H. Kuo 36 25 0 26 Feb 2022
Improving the fusion of acoustic and text representations in RNN-T Chao Zhang Bo-wen Li Zhiyun Lu Tara N. Sainath Shuo-yiin Chang AI4CE 43 12 0 25 Jan 2022
A Likelihood Ratio based Domain Adaptation Method for E2E Models Chhavi Choudhury Ankur Gandhe Xiaohan Ding I. Bulyko 27 10 0 10 Jan 2022
On Language Model Integration for RNN Transducer based Speech Recognition Wei Zhou Zuoyun Zheng Ralf Schluter Hermann Ney 37 22 0 13 Oct 2021
Factorized Neural Transducer for Efficient Language Model Adaptation Xie Chen Zhong Meng S. Parthasarathy Jinyu Li 21 39 0 27 Sep 2021
Reducing Exposure Bias in Training Recurrent Neural Network Transducers Xiaodong Cui Brian Kingsbury G. Saon David Haws Zoltán Tüske 19 5 0 24 Aug 2021
SynthASR: Unlocking Synthetic Data for Speech Recognition A. Fazel Wei Yang Yulan Liu Roberto Barra-Chicote Yi Meng Roland Maas J. Droppo SyDa 18 48 0 14 Jun 2021
On the limit of English conversational speech recognition Zoltán Tüske G. Saon Brian Kingsbury 22 50 0 03 May 2021
Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures Nick Rossenbach Mohammad Zeineldeen Benedikt Hilmes Ralf Schluter Hermann Ney 30 12 0 12 Apr 2021
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion Duc Le Mahaveer Jain Gil Keren Suyoun Kim Yangyang Shi ... Yuan Shangguan Christian Fuegen Ozlem Kalinli Yatharth Saraf M. Seltzer 27 90 0 05 Apr 2021
Advancing RNN Transducer Technology for Speech Recognition G. Saon Zoltan Tueske Daniel Bolaños Brian Kingsbury 43 86 0 17 Mar 2021
Using Synthetic Audio to Improve The Recognition of Out-Of-Vocabulary Words in End-To-End ASR Systems Xianrui Zheng Yulan Liu Deniz Gunceler D. Willett 17 78 0 23 Nov 2020
Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition Zhong Meng S. Parthasarathy Eric Sun Yashesh Gaur Naoyuki Kanda Liang Lu Xie Chen Rui Zhao Jinyu Li Jiawei Liu AuLLM 19 107 0 03 Nov 2020
Multitask Training with Text Data for End-to-End Speech Recognition Peidong Wang Tara N. Sainath Ron J. Weiss 16 27 0 27 Oct 2020
Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer Suyoun Kim Shangguan Yuan Jay Mahadeokar A. Bruguier Christian Fuegen M. Seltzer Duc Le 15 28 0 26 Oct 2020
Improving Tail Performance of a Deliberation E2E ASR Model Using a Large Text Corpus Cal Peyser S. Mavandadi Tara N. Sainath J. Apfel Ruoming Pang Shankar Kumar 29 46 0 24 Aug 2020