Efficacy of Current Dysarthric Speech Recognition Techniques

• Published in: 2023 International Conference on Advanced Computing & Communication Technologies (ICACCTech) pp. 657 - 663
• Main Authors: Malik, Medha, Khanam, Ruqaiya
• Format: Conference Proceeding
• Language: English
• Published: IEEE 23.12.2023
• Subjects: Automatic Speech Recognition (ASR); Data models; Dysarthric Speech Recognition (DSR); Gaussian Mixture Models (GMMs); Hidden Markov models; Hidden Markov Models (HMMs); Linear Predictive Coding (LPC); Mel frequency cepstral coefficient; Mel Frequency Cepstral Coefficients(MFCC); Perceptual Linear Prediction (PLP); Predictive coding; Predictive models; Speech enhancement; Speech recognition

Speech Recognition system development is critical to supporting good communication. Furthermore, since speech and language technology progress on a daily basis, advancements in Dysarthric Speech Recognition systems are advantageous to those with dysarthria. In this work, we look in depth at the prim...