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Day: May 6, 2021

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Normalizing Flows for calibration of multiclass probabilistic classifiers

May 6, 2021March 7, 2022 audias

Speaker: Sergio Márquez Abstract: Today’s Deep Neural Networks (DNNs) have achieved high performance in accuracy, far exceeding the ones used ten years ago. Nevertheless, the outputs provided by these modern networks are less well calibrated, becoming a major problem in… Read More

AUDIAS Seminars

AUDIAS Seminars

Calibration and Fusion of End-to-End Neural Diarization Models: A Comprehensive Framework

October 16, 2025

Speaker: Sergio Álvarez Balanya Abstract: End-to-End Neural Diarization (EEND) systems…

YOLO-based Transfer Learning for Acoustic Event Detection using Visual Object Detection Techniques

October 9, 2025

Speaker: Sergio Segovia González. Abstract: Traditional SED approaches are based…

Auditory General Intelligence (JSALT-2025)

September 25, 2025

Speaker: Laura Herrera Alarcón. Abstract: The emergence of Large Audio…

Fitting Protein Language Models (PLMs) for the prediction of protein functionality using zero-shot and few-shot techniques.

September 15, 2025

Speaker: Juan Antonio Gordillo Gayo. Abstract: The unprecedent success 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

Calibration and Fusion of End-to-End Neural Diarization Models: A Comprehensive Framework

October 16, 2025

YOLO-based Transfer Learning for Acoustic Event Detection using Visual Object Detection Techniques

October 9, 2025
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