3 citations · 5 across the 7 of their papers we have counts for
5 papers · 1 filter
Tackling Cognitive Impairment Detection from Speech: A submission to the PROCESS Challenge
Catarina Botelho, David Gimeno-Gómez, Francisco Teixeira +11
This work describes our group's submission to the PROCESS Challenge 2024, with the goal of assessing cognitive decline through spontaneous speech, using three guided clinical tasks…
Tailored Design of Audio-Visual Speech Recognition Models using Branchformers
David Gimeno-Gómez, Carlos-D. Martínez-Hinarejos
Recent advances in Audio-Visual Speech Recognition (AVSR) have led to unprecedented achievements in the field, improving the robustness of this type of system in adverse, noisy env…
AnnoTheia: A Semi-Automatic Annotation Toolkit for Audio-Visual Speech Technologies
José-M. Acosta-Triana, David Gimeno-Gómez, Carlos-D. Martínez-Hinarejos
More than 7,000 known languages are spoken around the world. However, due to the lack of annotated resources, only a small fraction of them are currently covered by speech technolo…
Comparison of Conventional Hybrid and CTC/Attention Decoders for Continuous Visual Speech Recognition
David Gimeno-Gómez, Carlos-D. Martínez-Hinarejos
Thanks to the rise of deep learning and the availability of large-scale audio-visual databases, recent advances have been achieved in Visual Speech Recognition (VSR). Similar to ot…
Reading Between the Frames: Multi-Modal Depression Detection in Videos from Non-Verbal Cues
David Gimeno-Gómez, Ana-Maria Bucur, Adrian Cosma +2
Depression, a prominent contributor to global disability, affects a substantial portion of the population. Efforts to detect depression from social media texts have been prevalent,…