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Open access 2026

Adaptive Dataset: CNN-LSTM Approaches for Dysarthria Classification Using Acoustic Feature Engineering

Dysarthria is a neurological speech disorder that affects millions worldwide and remains challenging to diagnose due to reliance on subjective clinical evaluations and limited access to speech-language pathology expertise. This study proposes an automated machine-learning framework for dysarthria detection using the ne...

Jothieswari Jayaprakash, S. Suguna · 0 citations
Conference Aug 2026

Federated Edge Intelligence for Secure and Scalable IoT Enabled Smart Systems

This paper proposes a federated edge intelligence framework to effectively tackle some of the important issues of privacy, security and scalability in Internet of Things enabled smart systems. An effective approach that combines federated learning with edge intelligence while adding a trust aware aggregation mechanism...

S. Saranya, M. S., S. R et al. · 0 citations

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