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V. V

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Review Open access Sep 2026

VoiceFusionNet: A Hybrid CNN--Transformer Framework for Speech-Based Parkinson’s Disease Screening Using Speech Signal Analysis

VoiceFusionNet, a hybrid CNN–Transformer framework evaluated on the Spanish PC-GITA Speech Corpus, applies amplitude normalization, short-time Fourier transforms, Mel-scale filtering, and MFCC extraction before learning local acoustic and global contextual representations through convolutional and Transformer modules.

V. V, A. Dumka · VFAST Transactions on Softwa... · 0 citations