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Category: AUDIAS Seminars

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End-to-end Query-by-example Spoken Term Detection

March 11, 2021March 8, 2022 audias

Speaker: Juan Ignacio Álvarez Trejos Abstract: Query-by-example Spoken Term Detection (QbE-STD) is a keytechnology to harness the large amount of audiovisual content that is being stored and generated nowadays. Using audio example queries for STD has several advantages such as… Read More

AUDIAS Seminars

AUDIAS-UAM System for the Albayzin 2020 Speech to Text Challenge

March 4, 2021March 8, 2022 audias

Speaker: Beltrán Labrador Serrano Abstract: This presentation describes the system submitted by the AUDIAS-UAM team for the Albayzin 2020 Speech to Text Challenge. Our system is an end to end Transformer-based system built using ESPnet Toolkit. The acoustic model is… Read More

AUDIAS Seminars

Multi-resolution Sound Event Detection

March 4, 2021March 8, 2022 audias

Speaker: Diego de Benito Gorrón Abstract: The Sound Event Detection task aims to determine the temporal locations of acoustic events in audio clips. Over the recent years, this field is holding a rising relevance due to the introduction of datasets… Read More

AUDIAS Seminars

BUT system for the Short-duration Speaker Verification challenge 2020

February 25, 2021March 8, 2022 audias

Speaker: Alicia Lozano Díez Abstract: In this talk, I present the Brno University of Technology (BUT) system submitted for the text-dependent task of the Short-duration Speaker Verification challenge 2020, which was the best performing system for this task. We explored… Read More

AUDIAS Seminars

Measuring Calibration in Deep Learning

February 18, 2021March 17, 2025 audias

Speaker: Daniel Ramos Castro Abstract: In this talk, we will present the article Nixon et al. 2020, “Measuring Calibration in Deep Learning”, published in CVPR Workshops 2020. In this paper, the current most popular measure of calibration for deep learning,… Read More

AUDIAS Seminars

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AUDIAS Seminars

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…

Open science in the service of conservation: An accessible, user-friendly machine learning workflow for automated anuran monitoring in complex Neotropical soundscapes

September 10, 2025

Speaker: Gabriel Bidart Abstract: Amphibian populations worldwide are declining, particularly…

Introduction to Protein Language Models: biological concepts and computational tools

July 9, 2025

Speaker: Juan Antonio Gordillo Gayo. Abstract: Proteins are the main…

Optimization of a Deep Learning Model for DNA Analysis under Hypoxemic Conditions

July 2, 2025

Speaker: Paloma Villanueva Fuster. Abstract: This study focuses on predicting…

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Highlights

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

September 15, 2025

Open science in the service of conservation: An accessible, user-friendly machine learning workflow for automated anuran monitoring in complex Neotropical soundscapes

September 10, 2025
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