Detecting Multiple Speech Disfluencies using a Deep Residual Network with Bidirectional Long Short-Term Memory

17 October 2019

Papers citing "Detecting Multiple Speech Disfluencies using a Deep Residual Network with Bidirectional Long Short-Term Memory"

28 / 28 papers shown

Title
Boli: A dataset for understanding stuttering experience and analyzing stuttered speech Ashita Batra Mannas narang Neeraj Kumar Sharma Pradip K Das 41 0 0 27 Jan 2025
Time and Tokens: Benchmarking End-to-End Speech Dysfluency Detection Xuanru Zhou Jiachen Lian Cheol Jun Cho Jingwen Liu Zongli Ye ... Jet M J Vonk Z. Ezzes Zachary Miller M. G. Tempini Gopala Anumanchipalli 18 3 0 20 Sep 2024
Stutter-Solver: End-to-end Multi-lingual Dysfluency Detection Xuanru Zhou Cheol Jun Cho Ayati Sharma Brittany Morin D. Baquirin ... Zachary Miller B. Tee M. G. Tempini Jiachen Lian Gopala Anumanchipalli 34 3 0 15 Sep 2024
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 26 1 0 09 Sep 2024
SSDM: Scalable Speech Dysfluency Modeling Jiachen Lian Xuanru Zhou Z. Ezzes Jet M J Vonk Brittany Morin D. Baquirin Zachary Mille M. G. Tempini Gopala Anumanchipalli AuLLM 32 1 0 29 Aug 2024
Missingness-resilient Video-enhanced Multimodal Disfluency Detection Payal Mohapatra Shamika Likhite Subrata Biswas Bashima Islam Qi Zhu 46 2 0 11 Jun 2024
Typist Experiment: an Investigation of Human-to-Human Dictation via Role-play to Inform Voice-based Text Authoring Can Liu Si-Yuan Hu Li Feng Mingming Fan 22 3 0 09 Mar 2024
Whisper in Focus: Enhancing Stuttered Speech Classification with Encoder Layer Optimization Huma Ameer Seemab Latif R. Latif Sana Mukhtar 29 5 0 09 Nov 2023
Stuttering Detection Using Speaker Representations and Self-supervised Contextual Embeddings S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 30 6 0 01 Jun 2023
A Stutter Seldom Comes Alone -- Cross-Corpus Stuttering Detection as a Multi-label Problem Sebastian P. Bayerl Dominik Wagner Ilja Baumann Florian Honig Tobias Bocklet Elmar Nöth K. Riedhammer 14 12 0 30 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 21 16 0 21 Feb 2023
From User Perceptions to Technical Improvement: Enabling People Who Stutter to Better Use Speech Recognition Colin S. Lea Zifang Huang Lauren Tooley Jaya Narain Dianna Yee P. Georgiou Dung Tien Tran Jeffrey P. Bigham Leah Findlater 26 31 0 17 Feb 2023
Audio Representation Learning by Distilling Video as Privileged Information Amirhossein Hajavi Ali Etemad 18 4 0 06 Feb 2023
Psychophysiology-aided Perceptually Fluent Speech Analysis of Children Who Stutter Yi Xiao Harshit Sharma V. Tumanova Asif Salekin 37 0 0 16 Nov 2022
Dysfluencies Seldom Come Alone -- Detection as a Multi-Label Problem Sebastian P. Bayerl Dominik Wagner Florian Honig Tobias Bocklet Elmar Nöth K. Riedhammer 31 6 0 28 Oct 2022
Fine-grained Early Frequency Attention for Deep Speaker Recognition Amirhossein Hajavi Ali Etemad 28 4 0 20 Jul 2022
End-to-End and Self-Supervised Learning for ComParE 2022 Stuttering Sub-Challenge S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni SSL 14 9 0 20 Jul 2022
Robust Stuttering Detection via Multi-task and Adversarial Learning S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 33 12 0 04 Apr 2022
Introducing ECAPA-TDNN and Wav2Vec2.0 Embeddings to Stuttering Detection S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 14 17 0 04 Apr 2022
KSoF: The Kassel State of Fluency Dataset -- A Therapy Centered Dataset of Stuttering Sebastian P. Bayerl A. Gudenberg Florian Honig Elmar Nöth K. Riedhammer 22 35 0 10 Mar 2022
Enhancing ASR for Stuttered Speech with Limited Data Using Detect and Pass Olabanji Shonibare Xiaosu Tong Venkatesh Ravichandran 17 25 0 08 Feb 2022
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
Analysis and Tuning of a Voice Assistant System for Dysfluent Speech Vikramjit Mitra Zifang Huang Colin S. Lea Lauren Tooley Sarah Wu ... Ashwin Palekar Shrinath Thelapurath P. Georgiou S. Kajarekar Jefferey Bigham 26 28 0 18 Jun 2021
StutterNet: Stuttering Detection Using Time Delay Neural Network S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 13 41 0 12 May 2021
SEP-28k: A Dataset for Stuttering Event Detection From Podcasts With People Who Stutter Colin S. Lea Vikramjit Mitra A. Joshi S. Kajarekar Jeffrey P. Bigham 45 94 0 24 Feb 2021
Improved Robustness to Disfluencies in RNN-Transducer Based Speech Recognition Valentin Mendelev Tina Raissi Guglielmo Camporese Manuel Giollo 17 20 0 11 Dec 2020
Do We Need Online NLU Tools? Petr Lorenc Petro Marek Jan Pichl Jakub Konrád Jan Sedivý 13 6 0 19 Nov 2020
FluentNet: End-to-End Detection of Speech Disfluency with Deep Learning Tedd Kourkounakis Amirhossein Hajavi Ali Etemad 11 22 0 23 Sep 2020