Speech decoding: from neural signals to practical communication

This Research Topic is a special awarded collection. To be eligible for a potential award supporting your submission, please ensure you submit your abstract here at least two weeks before submitting your manuscript.Speech is a fundamental aspect of human interaction, shaping how we connect, learn, and engage with society. Neurological injuries or diseases can impair speech, leading to significant social and psychological challenges. Recent advancements in brain-computer interface (BCI) technology have enabled significant progress in decoding speech directly from neural signals. This breakthrough represents a promising opportunity to restore communication for those who have lost their ability to speak. Speech decoding combines neuroscience, engineering, machine learning, linguistics, and clinical innovation, enabling the extraction of phonemes, words, or continuous speech from neural recordings. This progress not only holds potential for assistive communication tools but also enhances our understanding of language production and perception.This Research Topic aims to advance the science and technology of speech decoding by collecting articles that span from foundational research to translational applications. We encourage contributions from interdisciplinary researchers working at the intersection of neural decoding, speech science, artificial intelligence, and clinical practice. The primary goal is to foster innovation that leads to practical communication solutions for individuals with speech impairments.To gather further insights into speech decoding, we welcome articles addressing, but not limited to, the following themes:Neural decoding studies extracting language elements from brain activityAlgorithmic advancements for real-time speech decoding from neural dataInvestigations into the neural representation of speech featuresNeuroethics and user-centered design for neural speech systemsMultilingual and cross-population perspectives in speech decodingInterdisciplinary work integrating insights from various related fieldsComplexity Studies of Different Neural Speech Approaches Topic editors: Zachary Freudenburg, Ricardo Antonio Salido-Ruiz, Zulay R Lugo Source: https://www.frontiersin.org/research-topics/72588/speech-decoding-from-neural-signals-to-practical-communication