Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator

30 May 2023

Guangzhi Sun

Papers citing "Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator"

30 / 30 papers shown

Title
End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator Guangzhi Sun Chuxu Zhang P. Woodland 60 8 0 29 Oct 2022
Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR Systems Jesús Andrés-Ferrer Dario Albesano P. Zhan Paul Vozila 41 6 0 29 Jun 2022
Tree-constrained Pointer Generator for End-to-end Contextual Speech Recognition Guangzhi Sun Chao Zhang P. Woodland 62 32 0 01 Sep 2021
Instant One-Shot Word-Learning for Context-Specific Neural Sequence-to-Sequence Speech Recognition Christian Huber Juan Hussain Sebastian Stüker A. Waibel 57 26 0 05 Jul 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 77 101 0 05 Apr 2021
Deep Shallow Fusion for RNN-T Personalization Duc Le Gil Keren Julian Chan Jay Mahadeokar Christian Fuegen M. Seltzer 59 80 0 16 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 61 110 0 03 Nov 2020
Combination of Deep Speaker Embeddings for Diarisation Guangzhi Sun Chao Zhang P. Woodland 47 21 0 22 Oct 2020
Class LM and word mapping for contextual biasing in End-to-End ASR Rongqing Huang Ossama Abdel-Hamid Xinwei Li G. Evermann 53 49 0 10 Jul 2020
Simple and Deep Graph Convolutional Networks Ming Chen Zhewei Wei Zengfeng Huang Bolin Ding Yaliang Li GNN 124 1,494 0 04 Jul 2020
Contextual RNN-T For Open Domain ASR Mahaveer Jain Gil Keren Jay Mahadeokar Geoffrey Zweig Florian Metze Yatharth Saraf 31 103 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 227 3,153 0 16 May 2020
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model Da-Rong Liu Chunxi Liu Frank Zhang Gabriel Synnaeve Yatharth Saraf Geoffrey Zweig 57 19 0 15 May 2020
GraphTTS: graph-to-sequence modelling in neural text-to-speech Aolan Sun Jianzong Wang Ning Cheng Huayi Peng Zhen Zeng Jing Xiao 52 21 0 04 Mar 2020
Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations Zhengyuan Liu A. Ng Yutong Li AiTi Aw Cewu Lu 57 101 0 03 Oct 2019
Improving RNN Transducer Modeling for End-to-End Speech Recognition Jinyu Li Rui Zhao Hu Hu Jiawei Liu 60 170 0 26 Sep 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.1K 5,527 0 20 Dec 2018
End-to-end contextual speech recognition using class language models and a token passing decoder Zhehuai Chen Mahaveer Jain Yongqiang Wang M. Seltzer Christian Fuegen 57 54 0 05 Dec 2018
Predict then Propagate: Graph Neural Networks meet Personalized PageRank Johannes Klicpera Aleksandar Bojchevski Stephan Günnemann GNN 222 1,691 0 14 Oct 2018
Deep context: end-to-end contextual speech recognition Golan Pundak Tara N. Sainath Rohit Prabhavalkar Anjuli Kannan Ding Zhao 65 188 0 07 Aug 2018
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Sanjeev Khudanpur Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 109 1,509 0 30 Mar 2018
Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning Qimai Li Zhichao Han Xiao-Ming Wu GNN SSL 189 2,828 0 22 Jan 2018
State-of-the-art Speech Recognition With Sequence-to-Sequence Models Chung-Cheng Chiu Tara N. Sainath Yonghui Wu Rohit Prabhavalkar Patrick Nguyen ... Katya Gonina Navdeep Jaitly Yue Liu J. Chorowski M. Bacchiani AI4TS 91 1,154 0 05 Dec 2017
Exploring Neural Transducers for End-to-End Speech Recognition Eric Battenberg Jitong Chen R. Child Adam Coates Yashesh Gaur Yi Li ... Hairong Liu S. Satheesh David Seetapun Anuroop Sriram Zhenyao Zhu AI4TS 68 230 0 24 Jul 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 509 15,300 0 07 Jun 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 306 4,025 0 14 Apr 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 647 29,154 0 09 Sep 2016
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 156 2,269 0 05 Aug 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 129 2,609 0 24 Jun 2015
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 228 8,523 0 22 Mar 2013