Disfluency Detection using a Bidirectional LSTM

12 April 2016

Mari Ostendorf

Papers citing "Disfluency Detection using a Bidirectional LSTM"

45 / 45 papers shown

Title
Findings of the 2024 Mandarin Stuttering Event Detection and Automatic Speech Recognition Challenge Hongfei Xue Rong Gong Mingchen Shao Xin Xu L. xilinx Wang ... Yong Qin Jun Du Ming Li Binbin Zhang Bin Jia 29 1 0 09 Sep 2024
Looks can be Deceptive: Distinguishing Repetition Disfluency from Reduplication Arif Ahmad Mothika Gayathri Khyathi Pushpak Bhattacharyya 31 0 0 11 Jul 2024
Large Language Models for Dysfluency Detection in Stuttered Speech Dominik Wagner Sebastian P. Bayerl Ilja Baumann Korbinian Riedhammer Elmar Nöth Tobias Bocklet 50 4 0 16 Jun 2024
Lost in Transcription: Identifying and Quantifying the Accuracy Biases of Automatic Speech Recognition Systems Against Disfluent Speech Dena F. Mujtaba Nihar R. Mahapatra Megan Arney J Scott Yaruss Hope Gerlach-Houck Caryn Herring Jia Bin 40 1 0 10 May 2024
Introducing Rhetorical Parallelism Detection: A New Task with Datasets, Metrics, and Baselines Stephen Lawrence Bothwell Justin DeBenedetto Theresa Crnkovich Hildegund Müller David Chiang ObjD 19 2 0 30 Nov 2023
Automatic Disfluency Detection from Untranscribed Speech Amrit Romana K. Koishida E. Provost 47 6 0 01 Nov 2023
DISCO: A Large Scale Human Annotated Corpus for Disfluency Correction in Indo-European Languages Vineet Bhat P. Jyothi Pushpak Bhattacharyya AI4CE 28 1 0 25 Oct 2023
Adversarial Training For Low-Resource Disfluency Correction Vineet Bhat P. Jyothi P. Bhattacharyya 19 6 0 10 Jun 2023
5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repair Jiarui Lu Bo-Hsiang Tseng Joel Ruben Antony Moniz Site Li Xueyun Zhu Hong-ye Yu Murat Akbacak 21 1 0 02 Jun 2023
MultiTurnCleanup: A Benchmark for Multi-Turn Spoken Conversational Transcript Cleanup Hua Shen Vicky Zayats Johann C. Rocholl D. D. Walker Dirk Padfield 47 3 0 19 May 2023
Advancing Stuttering Detection via Data Augmentation, Class-Balanced Loss and Multi-Contextual Deep Learning S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 24 16 0 21 Feb 2023
A novel multimodal dynamic fusion network for disfluency detection in spoken utterances Sreyan Ghosh Utkarsh Tyagi Sonal Kumar Manan Suri R. Shah 24 1 0 27 Nov 2022
Artificial Disfluency Detection, Uh No, Disfluency Generation for the Masses T. Passali T. Mavropoulos Grigorios Tsoumakas G. Meditskos S. Vrochidis 32 1 0 16 Nov 2022
Four-in-One: A Joint Approach to Inverse Text Normalization, Punctuation, Capitalization, and Disfluency for Automatic Speech Recognition S.S. Tan Piyush Behre Nick Kibre Issac Alphonso Shuangyu Chang 17 4 0 26 Oct 2022
From Disfluency Detection to Intent Detection and Slot Filling M. Dao Thinh Hung Truong Dat Quoc Nguyen 38 3 0 17 Sep 2022
Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection Angelica Chen Vicky Zayats D. D. Walker Dirk Padfield 39 14 0 02 May 2022
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances Sreyan Ghosh Sonal Kumar Yaman Kumar Singla R. Shah S. Umesh 19 6 0 30 Mar 2022
LARD: Large-scale Artificial Disfluency Generation T. Passali T. Mavropoulos Grigorios Tsoumakas G. Meditskos S. Vrochidis 27 17 0 13 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 Wu Haifeng Wang 36 17 0 23 Dec 2021
Machine Learning for Stuttering Identification: Review, Challenges and Future Directions S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 28 48 0 08 Jul 2021
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Aditya Gupta Jiacheng Xu Shyam Upadhyay Diyi Yang Manaal Faruqui 37 33 0 08 Jun 2021
Disfluency Detection with Unlabeled Data and Small BERT Models Johann C. Rocholl Vicky Zayats D. D. Walker Noah B. Murad Aaron Schneider Daniel J. Liebling 52 27 0 21 Apr 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 38 48 0 30 Dec 2020
Improved Robustness to Disfluencies in RNN-Transducer Based Speech Recognition Valentin Mendelev Tina Raissi Guglielmo Camporese Manuel Giollo 25 20 0 11 Dec 2020
Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection Shaolei Wang Zhongyuan Wang Wanxiang Che Ting Liu SSL 17 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 25 8 0 24 Oct 2020
FluentNet: End-to-End Detection of Speech Disfluency with Deep Learning Tedd Kourkounakis Amirhossein Hajavi Ali Etemad 19 22 0 23 Sep 2020
End-to-End Speech Recognition and Disfluency Removal Paria Jamshid Lou Mark Johnson 19 32 0 22 Sep 2020
Improving Disfluency Detection by Self-Training a Self-Attentive Model Paria Jamshid Lou Mark Johnson 22 46 0 11 Apr 2020
Identification of primary and collateral tracks in stuttered speech Rachid Riad Anne-Catherine Bachoud-Lévi Frank Rudzicz Emmanuel Dupoux 12 18 0 02 Mar 2020
Detecting Multiple Speech Disfluencies using a Deep Residual Network with Bidirectional Long Short-Term Memory Tedd Kourkounakis Amirhossein Hajavi Ali Etemad 22 77 0 17 Oct 2019
Multi-Task Self-Supervised Learning for Disfluency Detection Shaolei Wang Wanxiang Che Qi Liu Pengda Qin Ting Liu William Yang Wang SSL 22 56 0 15 Aug 2019
Dolphin: A Spoken Language Proficiency Assessment System for Elementary Education Wenbiao Ding Guowei Xu Tianqiao Liu Weiping Fu Y. Song Chaoyou Guo Cong Kong Songfan Yang Gale Yan Huang Zitao Liu 17 21 0 01 Aug 2019
Fluent Translations from Disfluent Speech in End-to-End Speech Translation Elizabeth Salesky Matthias Sperber A. Waibel 17 33 0 03 Jun 2019
Neural Constituency Parsing of Speech Transcripts Paria Jamshid Lou Yufei Wang Mark Johnson 11 28 0 17 Apr 2019
Disfluencies and Human Speech Transcription Errors Vicky Zayats Trang Tran Richard A. Wright Courtney Mansfield Mari Ostendorf 28 37 0 08 Apr 2019
Giving Attention to the Unexpected: Using Prosody Innovations in Disfluency Detection Vicky Zayats Mari Ostendorf 16 30 0 08 Apr 2019
Increase Apparent Public Speaking Fluency By Speech Augmentation Sagnik Das Nisha Gandhi Tejas Naik Roy Shilkrot 12 6 0 09 Dec 2018
Robust cross-domain disfluency detection with pattern match networks Vicky Zayats Mari Ostendorf 19 11 0 17 Nov 2018
Towards Fluent Translations from Disfluent Speech Mingming Wang Lin-Ming Gong Jan Niehues Lian-He Shao 10 24 0 07 Nov 2018
Disfluency Detection using Auto-Correlational Neural Networks Paria Jamshid Lou Peter Anderson Mark Johnson 20 41 0 28 Aug 2018
Disfluency Detection using a Noisy Channel Model and a Deep Neural Language Model Paria Jamshid Lou Mark Johnson 11 37 0 28 Aug 2018
On the Challenges of Detecting Rude Conversational Behaviour Karan Grewal K. Truong 16 0 0 28 Dec 2017
Parsing Speech: A Neural Approach to Integrating Lexical and Acoustic-Prosodic Information Trang Tran Shubham Toshniwal Joey Tianyi Zhou Kevin Gimpel Karen Livescu Mari Ostendorf 19 11 0 24 Apr 2017
Automated Analysis and Prediction of Job Interview Performance Iftekhar Naim Md. Iftekhar Tanveer D. Gildea Mohammed Ehsan Hoque 14 121 0 14 Apr 2015