2 papers
cs.CL2025
Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG
Siavash Shams, Richard Antonello, Gavin Mischler +3
Decoding continuous language from neural signals remains a significant challenge in the intersection of neuroscience and artificial intelligence. We introduce Neuro2Semantic, a nov…
eess.AS2025
SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model
Siavash Shams, Sukru Samet Dindar, Xilin Jiang +1
Transformers have revolutionized deep learning across various tasks, including audio representation learning, due to their powerful modeling capabilities. However, they often suffe…