Decoding Part-of-Speech from Human EEG Signals

no code implementations • ACL 2022 • Alex Murphy, Bernd Bohnet, Ryan Mcdonald, Uta Noppeney

This work explores techniques to predict Part-of-Speech (PoS) tags from neural signals measured at millisecond resolution with electroencephalography (EEG) during text reading.

Data Augmentation EEG +2

Audiovisual Moments in Time: A Large-Scale Annotated Dataset of Audiovisual Actions

1 code implementation • PLOS ONE 2024 • Michael Joannou, Pia Rotshtein, Uta Noppeney

We also offer 2 sets of pre-computed audiovisual feature embeddings, using VGGish/YamNet for audio data and VGG16/EfficientNetB0 for visual data, thereby lowering the barrier to entry for audiovisual DNN research.