Speech-based concussion detection in athletes using Mel-spectrograms and convolutional neural networks Article

Rubaiat, Rahmina, Poellabauer, Christian. (2026). Speech-based concussion detection in athletes using Mel-spectrograms and convolutional neural networks . FRONTIERS IN NEUROLOGY, 17 10.3389/fneur.2026.1830075

cited authors

  • Rubaiat, Rahmina; Poellabauer, Christian

authors

publication date

  • July 16, 2026

published in

keywords

  • Clinical Neurology
  • Grad-CAM
  • Life Sciences & Biomedicine
  • Neurosciences
  • Neurosciences & Neurology
  • Science & Technology
  • concussion detection
  • convolutional neural networks
  • deep learning
  • neurological disorders
  • speech biomarkers

Digital Object Identifier (DOI)

publisher

  • FRONTIERS MEDIA SA

volume

  • 17