Multi-Task Self-Supervised Learning for Disfluency Detection

15 August 2019

Qi Liu

Papers citing "Multi-Task Self-Supervised Learning for Disfluency Detection"

27 / 27 papers shown

Title
Looks can be Deceptive: Distinguishing Repetition Disfluency from Reduplication Arif Ahmad Mothika Gayathri Khyathi Pushpak Bhattacharyya 24 0 0 11 Jul 2024
Boosting Disfluency Detection with Large Language Model as Disfluency Generator Zhenrong Cheng Jiayan Guo Hao-Lun Sun Yan Zhang 27 0 0 13 Mar 2024
Automatic Disfluency Detection from Untranscribed Speech Amrit Romana K. Koishida E. Provost 36 6 0 01 Nov 2023
End-to-End Speech Recognition and Disfluency Removal with Acoustic Language Model Pretraining Saksham Bassi Giulio Duregon Siddhartha Jalagam David Roth 33 2 0 08 Sep 2023
Transcription free filler word detection with Neural semi-CRFs Ge Zhu Yujia Yan Juan-Pablo Caceres Z. Duan 24 3 0 11 Mar 2023
Multi-Task Self-Supervised Time-Series Representation Learning Heejeong Choi Pilsung Kang AI4TS SSL 52 11 0 02 Mar 2023
Artificial Disfluency Detection, Uh No, Disfluency Generation for the Masses T. Passali T. Mavropoulos Grigorios Tsoumakas G. Meditskos S. Vrochidis 27 1 0 16 Nov 2022
Filler Word Detection and Classification: A Dataset and Benchmark Ge Zhu Juan-Pablo Caceres Justin Salamon 9 8 0 28 Mar 2022
LARD: Large-scale Artificial Disfluency Generation T. Passali T. Mavropoulos Grigorios Tsoumakas G. Meditskos S. Vrochidis 25 17 0 13 Jan 2022
Cross-Modal ASR Post-Processing System for Error Correction and Utterance Rejection Jing Du Shiliang Pu Qinbo Dong Chao Jin Xin Qi Dian Gu Ru Wu Hongwei Zhou 28 9 0 10 Jan 2022
Sound and Visual Representation Learning with Multiple Pretraining Tasks A. Vasudevan Dengxin Dai Luc Van Gool SSL 33 6 0 04 Jan 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-Hong Wu Haifeng Wang 26 17 0 23 Dec 2021
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics Hyundong Justin Cho Chinnadhurai Sankar Christopher Lin Kaushik Ram Sadagopan Shahin Shayandeh Asli Celikyilmaz Jonathan May Ahmad Beirami 52 10 0 15 Dec 2021
RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training Ziyue Qiao Yanjie Fu Pengyang Wang Meng Xiao Zhiyuan Ning Denghui Zhang Yi Du Yuanchun Zhou 26 12 0 08 Oct 2021
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer Wenda Xu Michael Stephen Saxon Misha Sra W. Wang MedIm 11 13 0 06 Oct 2021
Multi-Task Learning in Natural Language Processing: An Overview Shijie Chen Yu Zhang Qiang Yang AIMat 39 99 0 19 Sep 2021
What BERT Based Language Models Learn in Spoken Transcripts: An Empirical Study Ayush Kumar Mukuntha Narayanan Sundararaman Jithendra Vepa 17 10 0 19 Sep 2021
Contextualizing Variation in Text Style Transfer Datasets S. Schoch Wanyu Du Yangfeng Ji 25 5 0 17 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 25 1 0 04 Aug 2021
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Aditya Gupta Jiacheng Xu Shyam Upadhyay Diyi Yang Manaal Faruqui 27 33 0 08 Jun 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 24 48 0 30 Dec 2020
Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection Shaolei Wang Zhongyuan Wang Wanxiang Che Ting Liu SSL 4 15 0 29 Oct 2020
Auxiliary Sequence Labeling Tasks for Disfluency Detection Dongyub Lee Byeongil Ko M. Shin Taesun Whang Daniel Lee Eun Hwa Kim EungGyun Kim Jaechoon Jo 12 8 0 24 Oct 2020
End-to-End Speech Recognition and Disfluency Removal Paria Jamshid Lou Mark Johnson 6 32 0 22 Sep 2020
Improving Disfluency Detection by Self-Training a Self-Attentive Model Paria Jamshid Lou Mark Johnson 15 46 0 11 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 0 18 Mar 2020
Controllable Time-Delay Transformer for Real-Time Punctuation Prediction and Disfluency Detection Qian Chen Mengzhe Chen Bo Li Wen Wang 42 35 0 03 Mar 2020