Data Augmentation for Training Dialog Models Robust to Speech
Recognition Errors

Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors

10 June 2020

Longshaokan Wang

Maryam Fazel-Zarandi

Spyros Matsoukas

ArXiv (abs)PDF HTML

Papers citing "Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors"

9 / 9 papers shown

Title
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues Kuluhan Binici Abhinav Ramesh Kashyap Viktor Schlegel Andy T. Liu Vijay Prakash Dwivedi Thanh-Tung Nguyen Xiaoxue Gao Nancy F. Chen Stefan Winkler 67 2 0 26 Aug 2024
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 100 29 0 29 Jul 2022
TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations Xin Tian Xinxian Huang Dongfeng He Yingzhan Lin Siqi Bao ... Jian Xie Shuqi Sun Fan Wang Hua Wu Haifeng Wang 65 17 0 23 Dec 2021
ASR-GLUE: A New Multi-task Benchmark for ASR-Robust Natural Language Understanding Lingyun Feng Jianwei Yu Deng Cai Songxiang Liu Haitao Zheng Yan Wang ELM 179 14 0 30 Aug 2021
Improving Distinction between ASR Errors and Speech Disfluencies with Feature Space Interpolation Seongmin Park D. Shin Sangyoun Paik Subong Choi Alena Kazakova Jihwa Lee 58 1 0 04 Aug 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 123 832 0 07 May 2021
An Approach to Improve Robustness of NLP Systems against ASR Errors Tong Cui Jinghui Xiao Liangyou Li Xin Jiang Qun Liu 56 11 0 25 Mar 2021
Robustness Testing of Language Understanding in Task-Oriented Dialog Jiexi Liu Ryuichi Takanobu Jiaxin Wen Dazhen Wan Hongguang Li Weiran Nie Cheng Li Wei Peng Minlie Huang ELM 122 49 0 30 Dec 2020
Warped Language Models for Noise Robust Language Understanding Mahdi Namazifar Gokhan Tur Dilek Z. Hakkani-Tür 49 8 0 03 Nov 2020