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 …
breathing, voicing, and prosody. Dysarthria is a manifestation of an inability to control and …
[HTML][HTML] The relationship between perceptual disturbances in dysarthric speech and automatic speech recognition performance
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 …
speech; however recent studies show that their performance on dysarthric speech is highly …
Adjusting dysarthric speech signals to be more intelligible
F Rudzicz - Computer Speech & Language, 2013 - Elsevier
This paper presents a system that transforms the speech signals of speakers with physical
speech disabilities into a more intelligible form that can be more easily understood by …
speech disabilities into a more intelligible form that can be more easily understood by …
[HTML][HTML] 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 …
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 …
speech impaired individuals such as dysarthria. Currently, the existing ASR systems were …
On using the UA-Speech and TORGO databases to validate automatic dysarthric speech classification approaches
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 …
invaluable resources made available to the research community with the objective of …
Generating synthetic dysarthric speech to overcome dysarthria acoustic data scarcity
A Hu, D Phadnis, SR Shahamiri - Journal of Ambient Intelligence and …, 2023 - Springer
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] Experiments in dysarthric speech recognition using artificial neural networks
G Jayaram, K Abdelhamied - Journal of rehabilitation research and …, 1995 - apps.dtic.mil
In this study, we investigated the use of artificial neural networks (ANNs) to recognize
dysarthric speech. Two multilayer neural networks were developed, trained, and tested …
dysarthric speech. Two multilayer neural networks were developed, trained, and tested …
[HTML][HTML] 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 …
[PDF][PDF] STARDUST; speech training and recognition for dysarthric users of assistive technology
Automatic speech recognition (ASR) can provide a rapid means of controlling EAT. Off-the-
shelf ASR systems function poorly for users with severe dysarthria because of the increased …
shelf ASR systems function poorly for users with severe dysarthria because of the increased …