[HTML][HTML] The relationship between perceptual disturbances in dysarthric speech and automatic speech recognition performance

M Tu, A Wisler, V Berisha, JM Liss - … Journal of the Acoustical Society of …, 2016 - pubs.aip.org
State-of-the-art automatic speech recognition (ASR) engines perform well on healthy
speech; however recent studies show that their performance on dysarthric speech is highly …

Comparing humans and automatic speech recognition systems in recognizing dysarthric speech

KT Mengistu, F Rudzicz - … on Artificial Intelligence, Canadian AI 2011, St …, 2011 - Springer
Speech is a complex process that requires control and coordination of articulation,
breathing, voicing, and prosody. Dysarthria is a manifestation of an inability to control and …

Articulatory and bottleneck features for speaker-independent ASR of dysarthric speech

E Yılmaz, V Mitra, G Sivaraman, H Franco - Computer Speech & Language, 2019 - Elsevier
The rapid population aging has stimulated the development of assistive devices that provide
personalized medical support to the needies suffering from various etiologies. One …

A Survey on ASR Systems for Dysarthric Speech

K Bharti, PK Das - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
Recently Automatic Speech Recognition (ASR) has been widely overblown with many
applications and assistance but orally challenged people, such as people with disordered …

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 …

Exploring the influence of general and specific factors on the recognition accuracy of an ASR system for dysarthric speaker

MB Mustafa, F Rosdi, SS Salim, MU Mughal - Expert Systems with …, 2015 - Elsevier
Automatic speech recognition (ASR) is becoming an important assistive tool among the
speech impaired individuals such as dysarthria. Currently, the existing ASR systems were …

Characterizing dysarthria diversity for automatic speech recognition: A tutorial from the clinical perspective

HP Rowe, SE Gutz, MF Maffei, K Tomanek… - Frontiers in computer …, 2022 - frontiersin.org
Despite significant advancements in automatic speech recognition (ASR) technology, even
the best performing ASR systems are inadequate for speakers with impaired speech. 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 …

On using the UA-Speech and TORGO databases to validate automatic dysarthric speech classification approaches

G Schu, P Janbakhshi, I Kodrasi - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Although the UA-Speech and TORGO databases of control and dysarthric speech are
invaluable resources made available to the research community with the objective of …

[PDF][PDF] Using acoustic measures to predict automatic speech recognition performance for dysarthric speakers.

KT Mengistu, F Rudzicz, TH Falk - MAVEBA, 2011 - library.oapen.org
There is growing evidence that clinicians are becoming more receptive to automated
computerized tools that assist in treatment decisions and outcomes. Automatic speech …