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Month: December 2024

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Foundational Models for Self-Supervised Speaker Diarization and Target Speaker ASR

December 18, 2024January 30, 2025 Adrián Aranda Márquez

Speaker: Alicia Lozano-Diez. Abstract: In this talk, I will review a few of the last trends in speaker diarization and target speaker ASR. I will present two papers that address these two tasks respectively, and leverage the power of foundational… Read More

AUDIAS Seminars

What can LLMs bring to the field of acoustic event detection?

December 11, 2024January 30, 2025 Adrián Aranda Márquez

Speaker: Sergio Segovia González. Abstract: The answer to this question through these two articles, “WILDDESED: An LLM-POWERED dataset for wild domestic environment sound event detection system” and “Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection” has been carried… Read More

AUDIAS Seminars

Exploring Large Protein Language Models in Constrained Data Regimes

December 4, 2024January 30, 2025 Adrián Aranda Márquez

Speaker: Manuel Fernando Mollon Laorca. Abstract: In this study, we expand upon the FLIP benchmark—designed for evaluating protein language models (pLMs) in small, specialized prediction tasks—by assessing the performance of state-of-the-art models, including ESM-2, SaProt, and Tranception, on the FLIP… Read More

AUDIAS Seminars

AUDIAS Seminars

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…

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…

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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

Auditory General Intelligence (JSALT-2025)

September 25, 2025

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

September 15, 2025
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