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Day: October 23, 2024

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Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration

October 23, 2024July 9, 2025 Adrián Aranda Márquez

Speaker: Daniel Ramos Castro. Abstract: Most machine learning classifiers are designed to output posterior probabilities for the classes given the input sample. These probabilities may be used to make the categorical decision on the class of the sample; provided as… Read More

AUDIAS Seminars

AUDIAS Seminars

Approximating f-Divergences with Rank Statistics

September 25, 2026

Speaker: José Manuel de Frutos Porras. Abstract: Comparing probability distributions…

Fused Semantic-Speaker Retrieval from Speech Databases

September 18, 2026

Speaker: Jan Zdenek. Abstract: Semantic speech retrieval systems typically focus…

From Audio to Trustworthy AI: A Research Journey

September 11, 2026

Speaker: Patricia Alonso de Apellaniz Abstract: This talk traces a…

Real-Time Room Acoustics Simulation Using Hybrid Wave-Based, Geometric, and Stochastic Models

July 24, 2026

Speaker: Maya Tia Kanani. Abstract: Real-time acoustic simulation remains a…

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

Approximating f-Divergences with Rank Statistics

September 25, 2026

Fused Semantic-Speaker Retrieval from Speech Databases

September 18, 2026
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