Signal Processing Group

Welcome to the AGH Signal Processing Group

The Signal Processing Group is part of the Institute of Electronics, which belongs to the Faculty of Computer Science, Electronics and Telecommunications at AGH University of Science and Technology in Krakow, Poland. Group members perform research into various aspects of digital signal processing (DSP) focusing mainly on speech and audio signal processing for the Internet of Things (IoT), multimedia and communication applications, as well as the processing of biomedical signals and audio-video for virtual and augmented reality. Research into signal processing builds upon an intelligent integration of classical DSP techniques, statistical signal processing and machine learning.

The Signal Processing Group is led by Associate Professor Konrad Kowalczyk and it consists of over a dozen of the members of academic staff and research students at a Ph.D. level. The DSP team collaborates internationally with renown academic partners and nationally with the local high-tech industry, and has successfully completed a number of research and commercial R&D projects. The group offers fundamental and advanced taught courses on signal processing, DSP, machine learning, and programming for embedded and multimedia applications at both undergraduate and graduate levels. The Signal Processing Group regularly offers student jobs in research and R&D projects, as well as provides a breadth of opportunities for thesis work and student internships.

3 papers accepted for IEEE ICASSP 2022

We are very happy that 3 papers authored by members of AGH Signal Processing Group were accepted for presentation at IEEE ICASSP 2022 conference. Stanisław Kacprzak, Magdalena Rybicka, Konrad Kowalczyk, “Spoken Language Recognition with Cluster-based Modeling“, accepted for IEEE ICASSP 2022. Mieszko Fraś, Marcin Witkowski, Konrad Kowalczyk, “Convolutional Weighted Minimum Mean Square Error Filter for […]

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Prime Minister Award for Scientific Achievements

Dr hab. inż. Konrad Kowalczyk, prof. AGH received a prestigious Prime Minister Award for outstanding scientific achievements leading to the habilitation degree. He is a laureate in category science and engineering. Information in Polish available on AGH and IET Faculty websites.

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2 papers presented at IEEE MMSP 2021 in Tampere

Join us at IEEE Intternational Workshop on Multimedia Signal Processing 2021 to be held in Tampere, Finland, where Julitta Bartolewska and Mateusz Guzik will give in-person presentations: Incorporation of Localization Information for Sound Source Separation in Spherical Harmonic Domain by Mateusz Guzik, Mieszko Fraś, and Konrad Kowalczyk during the session on Friday, October 8, 8:30-9:30. […]

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2 papers presented at INTERSPEECH 2021

Join us at INTERSPEECH 2021 conference in Brno, where Magdalena Rybicka and Mieszko Fraś will give 2 in-person oral presentations on: Spine2Net: SpineNet with Res2Net and Time-Squeeze-and-Excitation Blocks for Speaker Recognition by Magdalena Rybicka, Jesús Villalba, Piotr Żelasko, Najim Dehak, and Konrad Kowalczyk during the session: Embedding and Network Architecture for Speaker Recognition on Tuesday, […]

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