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Day: October 30, 2025

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Calibration of Multiclass Classifiers: A Wee Tutorial.

October 30, 2025October 30, 2025 daniel

Speaker: Daniel Ramos Castro. Abstract: Probabilistic predictions are vital for decision-making in many applications of machine learning and AI, including medicine, forensics, security, and safety. However, many multiclass classifiers produce poorly calibrated outputs, leading to suboptimal decisions with potentially high… 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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