3 citations · 5 across the 7 of their papers we have counts for
8 papers
CARE: A Multimodal Corpus for Studying Speech and Non-Verbal Communication Across Multiple Medical Conditions
David Gimeno-Gómez, Catarina Botelho, Carlos-D. Martínez-Hinarejos +2
Automatic analysis of multimodal speech has shown strong potential for computationally detecting and monitoring a wide range of neurological, psychiatric, and respiratory condition…
Cross-Modal Masking for Robust Silent Speech Synthesis Using sEMG and Lipreading
Eder del Blanco, David Gimeno-Gómez, Eva Navas +2
Speech restoration through silent speech interfaces (SSIs) has emerged as a promising assistive technology for individuals with impaired or absent laryngeal voice production. Among…
On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech
David Gimeno-Gómez, Rubén Solera-Ureña, Anna Pompili +5
The automatic identification of medication states of Parkinson's disease (PD) patients can assist clinicians in monitoring and scheduling personalized treatments, as well as studyi…
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,…