Improving Dysarthric Speech Recognition by enriching training datasets

S Cullen - 2022 - arrow.tudublin.ie
Dysarthria is a motor speech disorder that results from disruptions in the neuro-motor
interface and is characterised by poor articulation of phonemes and hyper-nasality and is …

Dysarthric Speech Recognition: A Comparative Study

D Shah, V Lal, Z Zhong, Q Wang… - … and Human-Computer …, 2023 - ieeexplore.ieee.org
Automatic Speech Recognition (ASR) systems are designed to convert spoken words into
written text. These systems have the potential to greatly benefit individuals with speech …

A survey of technologies for automatic Dysarthric speech recognition

Z Qian, K Xiao, C Yu - EURASIP Journal on Audio, Speech, and Music …, 2023 - Springer
Speakers with dysarthria often struggle to accurately pronounce words and effectively
communicate with others. Automatic speech recognition (ASR) is a powerful tool for …

Dysarthric speech transformer: A sequence-to-sequence dysarthric speech recognition system

SR Shahamiri, V Lal, D Shah - IEEE Transactions on Neural …, 2023 - ieeexplore.ieee.org
Automatic Speech Recognition (ASR) technologies can be life-changing for individuals who
suffer from dysarthria, a speech impairment that affects articulatory muscles and results in …

Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation

M Baali, I Almakky, S Shehata, F Karray - arXiv preprint arXiv:2306.04368, 2023 - arxiv.org
Despite major advancements in Automatic Speech Recognition (ASR), the state-of-the-art
ASR systems struggle to deal with impaired speech even with high-resource languages. In …

E2E-DASR: End-to-end deep learning-based dysarthric automatic speech recognition

A Almadhor, R Irfan, J Gao, N Saleem, HT Rauf… - Expert Systems with …, 2023 - Elsevier
Dysarthria is a motor speech disability caused by weak muscles and organs involved in the
articulation process, thereby affecting the speech intelligibility of individuals. Because this …

A survey of automatic speech recognition for dysarthric speech

Z Qian, K Xiao - Electronics, 2023 - mdpi.com
Dysarthric speech has several pathological characteristics, such as discontinuous
pronunciation, uncontrolled volume, slow speech, explosive pronunciation, improper …

Speech vision: An end-to-end deep learning-based dysarthric automatic speech recognition system

SR Shahamiri - IEEE Transactions on Neural Systems and …, 2021 - ieeexplore.ieee.org
Dysarthria is a disorder that affects an individual's speech intelligibility due to the paralysis of
muscles and organs involved in the articulation process. As the condition is often associated …

[PDF][PDF] A Comprehensive Survey of Automatic Dysarthric Speech Recognition

C Pophale, S Chavan - core.ac.uk
Automatic dysarthric speech recognition (DSR) is very crucial for many human computer
interaction systems that enables the human to interact with machine in natural way. The …

Domain adversarial neural networks for dysarthric speech recognition

D Millard, D Woszczyk, S Petridis - 2020 - eprints.soton.ac.uk
Speech recognition systems have improved dramatically over the last few years, however,
their performance is significantly degraded for the cases of accented or impaired speech …