Gammatonegram Representation for End-to-End Dysarthric Speech Processing Tasks: Speech Recognition, Speaker Identification, and Intelligibility Assessment

arXiv:2307.03296v2 Announce Type: replace-cross
Abstract: Dysarthria is a disability that causes a disturbance in the human speech system and reduces the quality and intelligibility of a person's speech. Because of this effect, the normal speech processing systems can not work properly on impaired speech. This disability is usually associated with physical disabilities. Therefore, designing a system that can perform some tasks by receiving voice commands in the smart home can be a significant achievement. In this work, we introduce gammatonegram …

abstract arxiv assessment cs.cl cs.sd disability eess.as human identification normal person processing quality recognition representation speaker speaker identification speech speech processing speech recognition systems tasks type work