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 …
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 …
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 …
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 …
suffer from dysarthria, a speech impairment that affects articulatory muscles and results in …
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation
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 …
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
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 …
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 …
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 …
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 …
interaction systems that enables the human to interact with machine in natural way. The …
Domain adversarial neural networks for dysarthric speech recognition
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 …
their performance is significantly degraded for the cases of accented or impaired speech …