Empowering Dysarthric Communication: Hybrid Transformer-CTC-Based Speech Recognition System

Empowering Dysarthric Communication: Hybrid Transformer-CTC-Based Speech Recognition System

Dysarthria, a motor speech disorder, impairs the muscles involved in speech production, leading to challenges in articulation, pronunciation, and overall communication. This results in slow, slurred speech that is difficult to understand. Augmentative and Alternative Communication (AAC) aids integra...

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Bibliographic Details
Main Authors: R. Vinotha, D. Hepsiba, L. D. Vijay Anand, P. Malin Bruntha, Linh Dinh, Hien Dang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Dysarthria
speech recognition
Transformer
deep learning
assistive technology
CTC
Online Access:https://ieeexplore.ieee.org/document/10993356/
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https://ieeexplore.ieee.org/document/10993356/

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