Combined convolution recurrent neural network for the classification of dysarthria speech

Abstract

Dysarthria is a neuromotor articulation condition that affects a person and weakens their tongue and lip muscles, and it additionally affects their capability to talk. Diffusion of factors, such as numbness, terrible coordination, and susceptible speech-generating muscle groups, can contribute to the condition. Cerebral palsy, Parkinson’s disorder, stroke, or some other kind of traumatic brain harm might also lead to dysarthria. People with dysarthria are not able to talk on a consistent basis because their speech is unclear and their phonemes are spoken irregularly because of trouble transferring the tongue, lips, and jaw as easily as in everyday speech. Dysarthric speech is stated to be 15 times slower than an ordinary speech.