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Month: December 2021

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Diego de Benito has returned from his research stay at the Speech@FIT research group of Brno University of Technology (BUT)

December 20, 2021March 8, 2022 audias

Diego de Benito Gorrón has been doing a research stay at the prestigious Speech@FIT group of Brno University of Technology (BUT) in the Czech Republic from September 2021 to December 2021. He has been doing research in acoustic source separation… Read More

Highlights, News & Events

Semi-Supervised Music Tagging Transformer

December 16, 2021March 4, 2022 audias

Speaker: David Martín Abstract: Music Tagging Transformer (MTT) was recently released in the latest ISMIR 2021 Conference as one of the most erupting deep learning approaches for Music Information Retrieval. It consists of a semi-supervised approach where the model captures… Read More

AUDIAS Seminars

Encoder-Decoder Based Attractor Calculation for End-to-End Neural Diarization

December 9, 2021March 7, 2022 audias

Speaker: Alicia Lozano Díez Abstract: In this talk, we will deeply review the algorithms behind end-to-end systems for speaker diarization based on neural networks. In particular, we will describe how the encoder-decoder part of the model calculates “attractors” that capture… Read More

AUDIAS Seminars

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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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

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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