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Day: April 15, 2021

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New loss function to improve calibration with mixup

April 15, 2021March 7, 2022 audias

Speaker: Juan Maroñas Molano Abstract: Deep Neural Networks (DNN) represent the state of the art in many tasks. However, due to their overparameterization, their generalization capabilities are in doubt and still a field under study. Consequently, DNN can overfit and… Read More

AUDIAS Seminars

AUDIAS Seminars

Automatic Classification of Classical Music Composers from Audio Signals

July 2, 2026

Speaker: Sonia Aoi García Shida. Abstract: Automatic composer classification is…

Detection and Grouping of Accents within Rural Spanish

July 2, 2026

Speaker: Koral Tubia. Abstract: Rural Spanish preserves a rich dialectal…

Adapting Speaker Diarization to Code-Switched Medical Conversations: AUDIAS-UAM at the DISPLACE-M Challenge

June 19, 2026

Speaker: Sara Barahona Quirós. Abstract: Speaker diarization of medical conversations…

Responsible AI for forensic science with non-human biological findings in the Natural Traces Project

June 19, 2026

Speaker: Manuel Fernando Mollón Laorca Abstract: The growing adoption of…

About AUDIAS

AUDIAS is a solid research group addressing challenging problems in speech, audio and temporal signals from deep foundations in machine learning and signal processing.

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Highlights

Automatic Classification of Classical Music Composers from Audio Signals

July 2, 2026

Detection and Grouping of Accents within Rural Spanish

July 2, 2026
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