Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition

5 October 2021

Tsendsuren Munkhdalai

Papers citing "Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition"

22 / 22 papers shown

Title
Optimizing Contextual Speech Recognition Using Vector Quantization for Efficient Retrieval Nikolaos Flemotomos Roger Hsiao P. Swietojanski Takaaki Hori Dogan Can Xiaodan Zhuang 44 0 0 01 Nov 2024
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems Hitesh Tulsiani David M. Chan Shalini Ghosh Garima Lalwani Prabhat Pandey Ankish Bansal Sri Garimella Ariya Rastrow Björn Hoffmeister 26 0 0 16 Sep 2024
Text Injection for Neural Contextual Biasing Zhong Meng Zelin Wu Rohit Prabhavalkar Cal Peyser Weiran Wang Nanxin Chen Tara N. Sainath Bhuvana Ramabhadran 16 3 0 05 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 16 3 0 15 Apr 2024
Locality enhanced dynamic biasing and sampling strategies for contextual ASR Md. Asif Jalal Pablo Peso Parada George Pavlidis Vasileios Moschopoulos Karthikeyan P. Saravanan ... Jisi Zhang Anastasios Drosou Gil Ho Lee Jungin Lee Seokyeong Jung 24 2 0 23 Jan 2024
Improving ASR Contextual Biasing with Guided Attention Jiyang Tang Kwangyoun Kim Suwon Shon Felix Wu Prashant Sridhar Shinji Watanabe 14 8 0 16 Jan 2024
High-precision Voice Search Query Correction via Retrievable Speech-text Embedings Christopher Li Gary Wang Kyle Kastner Heng Su Allen Chen ... Zelin Wu L. Velikovich Pat Rondon D. Caseiro Petar S. Aleksic 18 1 0 08 Jan 2024
Retrieve and Copy: Scaling ASR Personalization to Large Catalogs Sai Muralidhar Jayanthi Devang Kulshreshtha Saket Dingliwal S. Ronanki S. Bodapati 17 7 0 14 Nov 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 46 5 0 29 Sep 2023
A Multitask Training Approach to Enhance Whisper with Contextual Biasing and Open-Vocabulary Keyword Spotting Yuang Li Min Zhang Chang Su Yinglu Li Xiaosong Qiao Mengxin Ren Miaomiao Ma Daimeng Wei Shimin Tao Hao-Yu Yang 19 5 0 18 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 8 0 0 14 Sep 2023
Zero-shot Domain-sensitive Speech Recognition with Prompt-conditioning Fine-tuning F. Liao Yung-Chieh Chan Yi-Chang Chen Chan-Jan Hsu Da-shan Shiu 23 6 0 18 Jul 2023
Improving Code-Switching and Named Entity Recognition in ASR with Speech Editing based Data Augmentation Zheng Liang Zheshu Song Ziyang Ma Chenpeng Du K. Yu Xie Chen 24 5 0 14 Jun 2023
Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition Xuandi Fu Kanthashree Mysore Sathyendra Ankur Gandhe Jing Liu Grant P. Strimel Ross McGowan Athanasios Mouchtaris 6 14 0 09 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 52 14 0 19 Apr 2023
Approximate Nearest Neighbour Phrase Mining for Contextual Speech Recognition Maurits J. R. Bleeker P. Swietojanski Stefan Braun Xiaodan Zhuang 26 8 0 18 Apr 2023
Adaptive Endpointing with Deep Contextual Multi-armed Bandits Do June Min A. Stolcke A. Raju Colin Vaz Di He Venkatesh Ravichandran V. Trinh OffRL 21 0 0 23 Mar 2023
Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition David M. Chan Shalini Ghosh Ariya Rastrow Björn Hoffmeister OffRL 11 6 0 06 Jan 2023
Continual Learning for On-Device Speech Recognition using Disentangled Conformers Anuj Diwan Ching-Feng Yeh Wei-Ning Hsu Paden Tomasello Eunsol Choi David F. Harwath Abdel-rahman Mohamed CLL BDL 18 7 0 02 Dec 2022
CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals Scott Novotney Sreeparna Mukherjee Zeeshan Ahmed A. Stolcke 11 5 0 16 Mar 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,764 0 24 Feb 2021
Neural Semantic Encoders Tsendsuren Munkhdalai Hong-ye Yu 214 131 0 14 Jul 2016