Robust Acoustic and Semantic Contextual Biasing in Neural Transducers
for Speech Recognition

Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition

9 May 2023

Kanthashree Mysore Sathyendra

Grant P. Strimel

Athanasios Mouchtaris

Papers citing "Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition"

15 / 15 papers shown

Title
Efficient Long-Form Speech Recognition for General Speech In-Context Learning Hao Yen Shaoshi Ling Guoli Ye 21 0 0 29 Sep 2024
Contextualized End-to-end Automatic Speech Recognition with Intermediate Biasing Loss Muhammad Shakeel Yui Sudo Yifan Peng Shinji Watanabe AI4CE 23 2 0 23 Jun 2024
Deferred NAM: Low-latency Top-K Context Injection via Deferred Context Encoding for Non-Streaming ASR Zelin Wu Gan Song Christopher Li Pat Rondon Zhong Meng ... D. Caseiro Golan Pundak Tsendsuren Munkhdalai Angad Chandorkar Rohit Prabhavalkar 18 3 0 15 Apr 2024
Self-consistent context aware conformer transducer for speech recognition Konstantin Kolokolov Pavel Pekichev Karthik Raghunathan 22 0 0 09 Feb 2024
Improving ASR Contextual Biasing with Guided Attention Jiyang Tang Kwangyoun Kim Suwon Shon Felix Wu Prashant Sridhar Shinji Watanabe 19 8 0 16 Jan 2024
Improving Large-scale Deep Biasing with Phoneme Features and Text-only Data in Streaming Transducer Jin Qiu Lu Huang Boyu Li Jun Zhang Lu Lu Zejun Ma 21 3 0 15 Nov 2023
Improved Contextual Recognition In Automatic Speech Recognition Systems By Semantic Lattice Rescoring Ankitha Sudarshan Vinay Samuel Parth Patwa Ibtihel Amara Aman Chadha 14 2 0 14 Oct 2023
Spike-Triggered Contextual Biasing for End-to-End Mandarin Speech Recognition Kaixun Huang Aoting Zhang Binbin Zhang Tianyi Xu Xingchen Song Lei Xie 14 3 0 07 Oct 2023
Contextual Biasing with the Knuth-Morris-Pratt Matching Algorithm Weiran Wang Zelin Wu D. Caseiro Tsendsuren Munkhdalai K. Sim ... Rohit Prabhavalkar Zhong Meng Ding Zhao Tara N. Sainath P. M. Mengibar 48 5 0 29 Sep 2023
End-to-End Speech Recognition Contextualization with Large Language Models Egor Lakomkin Chunyang Wu Yassir Fathullah Ozlem Kalinli M. Seltzer Christian Fuegen 55 17 0 19 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
Contextual Biasing of Named-Entities with Large Language Models Chuanneng Sun Zeeshan Ahmed Yingyi Ma Zhe Liu Lucas Kabela Yutong Pang Ozlem Kalinli KELM 20 7 0 01 Sep 2023
CopyNE: Better Contextual ASR by Copying Named Entities Shilin Zhou Zhenghua Li Yu Hong M. Zhang Zhefeng Wang Baoxing Huai 15 5 0 22 May 2023
Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition Tsendsuren Munkhdalai K. Sim Angad Chandorkar Fan Gao Mason Chua Trevor Strohman F. Beaufays 29 34 0 05 Oct 2021
Adapting Long Context NLM for ASR Rescoring in Conversational Agents Ashish Shenoy S. Bodapati Monica Sunkara S. Ronanki Katrin Kirchhoff 21 21 0 21 Apr 2021