Machine Learning for Stuttering Identification: Review, Challenges and
Future Directions

Machine Learning for Stuttering Identification: Review, Challenges and Future Directions

8 July 2021

Papers citing "Machine Learning for Stuttering Identification: Review, Challenges and Future Directions"

16 / 16 papers shown

Title
Machine listening in a neonatal intensive care unit Modan Tailleur Vincent Lostanlen Jean-Philippe Riviere Pierre Aumond 16 0 0 16 Sep 2024
Large Language Models for Dysfluency Detection in Stuttered Speech Dominik Wagner Sebastian P. Bayerl Ilja Baumann K. Riedhammer Elmar Nöth Tobias Bocklet 40 3 0 16 Jun 2024
Inclusive ASR for Disfluent Speech: Cascaded Large-Scale Self-Supervised Learning with Targeted Fine-Tuning and Data Augmentation Dena F. Mujtaba N. Mahapatra Megan Arney J Scott Yaruss Caryn Herring Jia Bin 29 1 0 14 Jun 2024
Impact of Speech Mode in Automatic Pathological Speech Detection S. A. Sheikh Ina Kodrasi 24 3 0 14 Jun 2024
Missingness-resilient Video-enhanced Multimodal Disfluency Detection Payal Mohapatra Shamika Likhite Subrata Biswas Bashima Islam Qi Zhu 39 2 0 11 Jun 2024
Selfsupervised learning for pathological speech detection S. A. Sheikh 28 0 0 16 May 2024
Whisper in Focus: Enhancing Stuttered Speech Classification with Encoder Layer Optimization Huma Ameer Seemab Latif R. Latif Sana Mukhtar 19 5 0 09 Nov 2023
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers Yi Liu Yuekang Li Gelei Deng Felix Juefei Xu Yao Du Cen Zhang Chengwei Liu Yeting Li L. Ma Yang Liu 24 3 0 30 Aug 2023
Stuttering Detection Using Speaker Representations and Self-supervised Contextual Embeddings S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 22 6 0 01 Jun 2023
Advancing Stuttering Detection via Data Augmentation, Class-Balanced Loss and Multi-Contextual Deep Learning S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 16 16 0 21 Feb 2023
End-to-End and Self-Supervised Learning for ComParE 2022 Stuttering Sub-Challenge S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni SSL 9 9 0 20 Jul 2022
Robust Stuttering Detection via Multi-task and Adversarial Learning S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 27 12 0 04 Apr 2022
Introducing ECAPA-TDNN and Wav2Vec2.0 Embeddings to Stuttering Detection S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 6 17 0 04 Apr 2022
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 27 93 0 24 Feb 2021
Controllable Time-Delay Transformer for Real-Time Punctuation Prediction and Disfluency Detection Qian Chen Mengzhe Chen Bo Li Wen Wang 36 35 0 03 Mar 2020
Learning to detect dysarthria from raw speech Juliette Millet Neil Zeghidour 32 41 0 27 Nov 2018