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Author: daniel

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Fainess in Modern ASR Systems

January 22, 2024February 22, 2024 daniel

Speaker: Pilar Fernández Gallego. Abstract: Nowadays ASR (Automatic Speech Recognition) systems have dramatically improved, due both to advances in deep learning and to the collection of large datasets used to train the systems. However, it has been demonstrated in studies… Read More

AUDIAS Seminars

Explainable Machine Learning

December 11, 2023December 11, 2023 daniel

Speaker: Sara Barahona Quirós. Abstract: Explainable Machine Learning (XAI) refers to the development of machine learning models and algorithms that not only make accurate decisions but also provide understandable and interpretable explanations for those predictions. In traditional machine learning, particularly… Read More

AUDIAS Seminars

Generative Artificial Intelligence: A Global Overview

December 4, 2023December 4, 2023 daniel

Speaker: Diego de Benito Gorrón. Abstract: Generative Artificial Intelligence (GenAI) has made a strong impact on the technological landscape, redefining paradigms and possibilities. This talk offers a panoramic view of GenAI, with a specific focus on Large Language Models (LLMs)… Read More

AUDIAS Seminars

Robust Wake-up Word by Two-stage Multi-resolution Ensembles

November 27, 2023December 4, 2023 daniel

Speaker: William Fernando López Gaviánez. Abstract: Voice-based interfaces rely on a wake-up word mechanism to initiate communication with devices. However, achieving a robust, energy-efficient, and fast detection remains a challenge. This paper addresses these real production needs by enhancing data… Read More

AUDIAS Seminars

Towards automatic inspection of nuclear fuel elements in spent fuel storage with AI tools.

November 20, 2023December 4, 2023 daniel

Speaker: Sergio Segovia González. Abstract: New way to automatize the inspection of nuclear fuel elements in spent fuel storage processing video signal and audio signal. For video signal, it is developed a custom database including images from several nuclear facilities… Read More

AUDIAS Seminars

FLIP (Fitness Landscape Inference for Proteins)

November 6, 2023November 10, 2023 daniel

Speaker: Natalia Pinto Estéban. Abstract: Machine learning is growing in significance across various research domains. One of these domains is biology, specifically focusing on protein engineering and directed evolution techniques. This presentation is grounded in the FLIP paper (Fitness Landscape… Read More

AUDIAS Seminars

Knowledge Distillation to Compress and Accelerate Large Models

October 30, 2023November 2, 2023 daniel

Speaker: Laura Herrera Alarcón. Abstract: These papers present the idea of Knowledge Distillation, a method to compress and accelerate large models with high computational and storage cost. Thanks to this, these models can be used for real-time applications or in… Read More

AUDIAS Seminars

An introduction to Spiking Neural Networks (SNNs) and neuromorphic computing

October 23, 2023October 23, 2023 daniel

Speaker: Doroteo Torre Toledano. Abstract: This talk is an overview of Spiking Neural Networks, a biologically inspired type of neural networks that outputs digital spikes over continuous time in an asynchronous way, instead of continuous values at frame-by-frame synchronous times… Read More

AUDIAS Seminars

A Systematic Study on the Use of the Log-Likelihood Ratio Cost in Forensic Science

October 16, 2023November 2, 2023 daniel

Speaker: Daniel Ramos Castro. Abstract: It is increasingly common in forensic science to report evidential findings in terms of a likelihood ratio (LR). Such analyses are often supported by (semi-)automated LR systems based on statistical methods, which allows for validation… Read More

AUDIAS Seminars

Language Models in Protein Engineering

October 9, 2023October 9, 2023 daniel

Speaker: Joaquín González Rodríguez. Abstract: The sequences of aminoacids describing a protein can be efficiently handled by language models. In this talk, present and future applications of Transformer-based protein Language Models are surveyed, focusing in databases, benchmarks and models already… Read More

AUDIAS Seminars

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AUDIAS Seminars

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…

News & Events

Alicia Lozano-Diez selected for a MSCA grant for an intership at MIT

April 14, 2023

AUDIAS PhD Students hired!

February 2, 2023

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

DeepMUSE Research Project granted to AUDIAS

June 24, 2022

Sergio Álvarez Balanya selected for an intership in Amazon

April 23, 2022
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