Humans are capable of generating extraordinarily diverse articulatory movement
combinations to produce meaningful speech. This ability to orchestrate specific phonetic …

Cardiovascular disease (CVD) is a leading cause of death globally, necessitating precise
forecasting models for monitoring vital signs like heart rate, blood pressure, and ECG …

Recent advances in machine learning have led to revolutionary breakthroughs in computer
games, image and natural language understanding, and scientific discovery. Foundation …

Speech production is an intricate process involving a large number of muscles and cognitive
processes. The neural processes underlying speech production are not completely …

A brain–computer interface (BCI) serves as a direct communication channel between brain
activity and external devices, typically a computer or robotic limb. Advances in technology …

Autoregressive next-token prediction is a standard pretraining method for large-scale
language models, but its application to vision tasks is hindered by the non-sequential nature …

With the continuous advancement of socioeconomic levels and relentless innovation in
modern medical technologies, there's been a significant increase in the importance people …

This paper presents a novel approach to enhance image-to-image generation by leveraging
the multimodal capabilities of the Large Language and Vision Assistant (LLaVA). We …

Decoding human speech from neural signals is essential for brain–computer interface (BCI)
technologies that aim to restore speech in populations with neurological deficits. However, it …

Objective: This study investigates speech decoding from neural signals captured by
intracranial electrodes. Most prior works can only work with electrodes on a 2D grid (ie …