About us

The Signal Processing Applications Group (Grupo de Aplicaciones del Procesado de Señal, GAPS) was created in 1988. It belongs to the department of Signals, Systems and Radiocommunications (SSR) of the Universidad Politécnica de Madrid (UPM). Our research activity includes data science, theory and analysis of systems, speech and sound technology, and intelligent electromagnetic and ultrasonic sensor systems.

News

• We are looking for a PhD candidate in the area of Machine Learning applied to health. If you are interested, send us an email with your CV, at the contact mails provided in the link.

Recent Publications

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DeCaFlow: A Deconfounding Causal Generative Model

Almodóvar, A., et al. - NeurIPS 2025 • Click to view publication →

Biologically Informed Neural Speech Synthesis

In Proc. IberSPEECH 2024 (pp. 261-265) • Click to view publication →

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Publications

Explore our research publications in machine learning, signal processing, communications, and health applications.

Teaching

Digital Image Processing, Computer Vision, Multimedia Systems, Telecommunications, and more courses we teach.

Join us!

Looking for talented students and researchers. Check our open positions, TFG/TFM opportunities, and more.