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Day: April 9, 2025

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Neural Discrete Representation Learning Revisited: Applications of VQ-VAE

April 9, 2025June 11, 2025 Adrián Aranda Márquez

Speaker: Manuel Fernando Mollón Laorca. Abstract: Since the publication of Neural Discrete Representation Learning in 2018, Vector Quantized Variational Autoencoders (VQ-VAEs) have gained significant attention for their ability to bridge continuous and discrete representations. In particular, their integration with transformer… Read More

AUDIAS Seminars

AUDIAS Seminars

DNA Cryptography, Fish Welfare, and HIF Binding Prediction. Three Topics, No Obvious Connection

March 27, 2026

Speaker: Elias Boudjella. Abstract: This presentation brings together intentionally distinct…

Machine Learning for Hematological Data Modeling in Platelet-Rich Plasma

March 20, 2026

Speaker: Pedro Martí Picó Abstract: This presentation shares research results…

Benchmarking Automatic Speech Recognition Tools for a Set of Languages

March 13, 2026

Speaker: William Fernando López Gavilánez. Abstract: Automatic speech recognition has…

Kolmogorov-Arnold Networks (KANs)

March 6, 2026

Speaker: Doroteo Torre-Toledano. Abstract: The Kolmogorov-Arnold Representation Theorem, KART (1957-58),…

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

DNA Cryptography, Fish Welfare, and HIF Binding Prediction. Three Topics, No Obvious Connection

March 27, 2026

Machine Learning for Hematological Data Modeling in Platelet-Rich Plasma

March 20, 2026
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