Search Results for author: Jose Vargas-Quiros

Found 3 papers, 1 papers with code

Impact of annotation modality on label quality and model performance in the automatic assessment of laughter in-the-wild

no code implementations2 Nov 2022 Jose Vargas-Quiros, Laura Cabrera-Quiros, Catharine Oertel, Hayley Hung

Models with video and acceleration inputs had similar performance regardless of training label modality, suggesting that it may be entirely appropriate to train models for laughter detection from body movements using video-acquired labels, despite their lower inter-rater agreement.

ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild

1 code implementation10 May 2022 Chirag Raman, Jose Vargas-Quiros, Stephanie Tan, Ashraful Islam, Ekin Gedik, Hayley Hung

Recording the dynamics of unscripted human interactions in the wild is challenging due to the delicate trade-offs between several factors: participant privacy, ecological validity, data fidelity, and logistical overheads.

Privacy Preserving

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