activity
20232025
most citedUnveiling Interpretability in Self-Supervised Speech Representations for Parkinson's Diagnosis

7 citations · 18 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2025★ 1 cited

Evaluation of End-to-End Continuous Spanish Lipreading in Different Data Conditions

David Gimeno-Gómez, Carlos-D. Martínez-Hinarejos

Visual speech recognition remains an open research problem where different challenges must be considered by dispensing with the auditory sense, such as visual ambiguities, the inte…

cs.CV2024★ 7 cited

Unveiling Interpretability in Self-Supervised Speech Representations for Parkinson's Diagnosis

David Gimeno-Gómez, Catarina Botelho, Anna Pompili +2

Recent works in pathological speech analysis have increasingly relied on powerful self-supervised speech representations, leading to promising results. However, the complex, black-…

cs.CV2024★ 1 cited

Reading Order Independent Metrics for Information Extraction in Handwritten Documents

David Villanova-Aparisi, Solène Tarride, Carlos-D. Martínez-Hinarejos +3

Information Extraction processes in handwritten documents tend to rely on obtaining an automatic transcription and performing Named Entity Recognition (NER) over such transcription…

cs.CV2023★ 4 cited

Analysis of Visual Features for Continuous Lipreading in Spanish

David Gimeno-Gómez, Carlos-D. Martínez-Hinarejos

During a conversation, our brain is responsible for combining information obtained from multiple senses in order to improve our ability to understand the message we are perceiving.…

cs.CV2023★ 5 cited

LIP-RTVE: An Audiovisual Database for Continuous Spanish in the Wild

David Gimeno-Gómez, Carlos-D. Martínez-Hinarejos

Speech is considered as a multi-modal process where hearing and vision are two fundamentals pillars. In fact, several studies have demonstrated that the robustness of Automatic Spe…