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

Speech analysis has potential as a non-invasive screening modality for Parkinson’s disease (PD), a neurodegenerative disorder that can affect motor coordination and communication. Conventional speech-based approaches often rely on handcrafted acoustic descriptors or isolated machine-learning models and may not jointly...