Abstract -Speech is fundamentalmeans of communication that allows individuals to express thoughts, emotions, and ideas. However, millions of people worldwide are unable to communicate verbally due to conditions such as amyotrophic lateral sclerosis (ALS), brainstem stroke, locked-in syndrome, or severe paralysis. Traditional augmentative and alternative communication (AAC) devices, such as eye-tracking systems or text-based interfaces, are often slow, labour-intensive, and less expressive. In recent years, advancements in neuroscience, machine learning, and brain-computer interface (BCI) technologies have paved the way for neuro-driven speech synthesis, which holds the promise of restoring communication for individuals with severe speech impairments.

| DOI: 10.17148/IARJSET.2024.111219