Improving Large-scale Deep Biasing with Phoneme Features and Text-only Data in Streaming Transducer

15 November 2023

Papers citing "Improving Large-scale Deep Biasing with Phoneme Features and Text-only Data in Streaming Transducer"

23 / 23 papers shown

Title
BR-ASR: Efficient and Scalable Bias Retrieval Framework for Contextual Biasing ASR in Speech LLM Xun Gong Anqi Lv Zhiming Wang Huijia Zhu Y. Qian 48 0 0 25 May 2025
Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer Lu Huang Yangqiu Song Jun Zhang Lu Lu Zejun Ma 73 3 0 07 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 89 16 0 09 May 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 Yue Liu Andrew Rosenberg Bhuvana Ramabhadran AuLLM VLM 75 11 0 16 Feb 2023
Contextual Adapters for Personalized Speech Recognition in Neural Transducers Kanthashree Mysore Sathyendra Thejaswi Muniyappa Feng-Ju Chang Jing Liu Jinru Su Grant P. Strimel Athanasios Mouchtaris Siegfried Kunzmann 78 79 0 26 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 69 13 0 15 Apr 2022
MAESTRO: Matched Speech Text Representations through Modality Matching Zhehuai Chen Yu Zhang Andrew Rosenberg Bhuvana Ramabhadran Pedro J. Moreno Ankur Bapna Heiga Zen 82 108 0 07 Apr 2022
Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition Wenjie Huang Cal Peyser Tara N. Sainath Ruoming Pang Trevor Strohman Shankar Kumar 105 16 0 09 Mar 2022
Context-Aware Transformer Transducer for Speech Recognition Feng-Ju Chang Jing Liu Martin H. Radfar Athanasios Mouchtaris M. Omologo Ariya Rastrow Siegfried Kunzmann 59 85 0 05 Nov 2021
Tree-constrained Pointer Generator for End-to-end Contextual Speech Recognition Guangzhi Sun Chao Zhang P. Woodland 81 33 0 01 Sep 2021
Lookup-Table Recurrent Language Models for Long Tail Speech Recognition Wenjie Huang Tara N. Sainath Cal Peyser Shankar Kumar David Rybach Trevor Strohman RALM LMTD 74 6 0 09 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 79 102 0 05 Apr 2021
CIF-based Collaborative Decoding for End-to-end Contextual Speech Recognition Minglun Han Linhao Dong Shiyu Zhou Bo Xu 59 23 0 17 Dec 2020
Deep Shallow Fusion for RNN-T Personalization Duc Le Gil Keren Julian Chan Jay Mahadeokar Christian Fuegen M. Seltzer 64 80 0 16 Nov 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 68 46 0 24 Aug 2020
Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability Jinyu Li Rui Zhao Zhong Meng Yanqing Liu Wenning Wei ... V. Mazalov Zhenghao Wang Lei He Sheng Zhao Jiawei Liu 67 109 0 30 Jul 2020
Contextual RNN-T For Open Domain ASR Mahaveer Jain Gil Keren Jay Mahadeokar Geoffrey Zweig Florian Metze Yatharth Saraf 42 104 0 04 Jun 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 229 3,160 0 16 May 2020
Deep context: end-to-end contextual speech recognition Golan Pundak Tara N. Sainath Rohit Prabhavalkar Anjuli Kannan Ding Zhao 65 189 0 07 Aug 2018
Advancing Acoustic-to-Word CTC Model Jinyu Li Guoli Ye Amit Das Rui Zhao Jiawei Liu 65 98 0 15 Mar 2018
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 238 7,760 0 31 Aug 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 129 2,611 0 24 Jun 2015
Sequence Transduction with Recurrent Neural Networks Alex Graves 195 1,872 0 14 Nov 2012