Projekt se zaměřuje na vývoj pokročilých metod zpracování multimodálních a senzorických dat s využitím umělé inteligence. V oblasti paraklinické analýzy bude studovat řečové, jazykové a grafomotorické deficity u neurodegenerativních onemocnění a vyvíjet digitální biomarkery. Současně se projekt zaměří na adaptivní architektury hlubokých neuronových sítí pro autonomní AI agenty při zpracování obrazů a nestrukturovaných dat a na integrované metody akustické senzoriky, rekonstrukce zvuku a akustického modelování.

FEKT-S-26-8959

Czech

Smékal Zdeněk, prof. Ing., CSc. - principal person responsible
Balíková Jitka - fellow researcher
Balušík Peter, Ing. - fellow researcher
Burget Radim, prof. Ing., Ph.D. - fellow researcher
Buzovský Viktor, Ing. - fellow researcher
Ježek Štěpán, Ing. - fellow researcher
Kovanda Vojtěch, Ing. - fellow researcher
Ladislav Richard, Ing. - fellow researcher
Leitgeb David, Ing. - fellow researcher
Mekyska Jiří, prof. Ing., Ph.D. - fellow researcher
Nimmerrichter Benjamin, Ing. - fellow researcher
Novotný Kryštof, Ing. - fellow researcher
Rajmic Pavel, prof. Mgr., Ph.D. - fellow researcher
Rosa Martin, Ing. - fellow researcher
Říha Kamil, prof. Ing., Ph.D. - fellow researcher
Schiller Vojtěch, Ing. - fellow researcher
Schimmel Jiří, doc. Ing., Ph.D. - fellow researcher
Skvaril Šimon, Ing. - fellow researcher
Švento Michal, Ing. - fellow researcher

Department of Telecommunications
- internal (1.1.2026 - 31.12.2026)
Faculty of Electrical Engineering and Communication
- beneficiary (1.1.2026 - 31.12.2026)

ŠVENTO, M. Audio Inpainting with Endless Sounds. In Proceedings II of the 32nd Conference STUDENT EEICT 2026. Proceedings II of the Conference STUDENT EEICT. 2026. iss. 28042026, p. 157-161. ISBN: 978-80-214-6418-6.
Detail

NOVOTNÝ, K.; MEKYSKA, J.; MORO-VELÁZQUEZ, L. Layer-Aware Early Fusion of Acoustic and Linguistic Embeddings for Cognitive Status Classification. ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Barcelona, Spain: IEEE, 2026. p. 19142.ISBN: 979-8-3315-6701-9.
Detail

KOVANDA, V. Simultaneous Reconstruction of Quantized and Downsampled Audio Signal. Proceedings I of the 32nd Conference STUDENT EEICT 2026. Brno: Brno University of Technology Faculty of Electrical Engineering and Communication, 2026. p. 270.ISBN: 978-80-214-6417-0.
Detail

NOVOTNÝ, K.; LADISLAV, R. A Pilot Study on Speech and Handwriting Multimodal Fusion Analysis in Prodromal Dementia with Lewy Bodies. Proceedings I of the 32nd Conference STUDENT EEICT 2026 General Papers. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2026. p. 292.ISBN: 978-80-214-6417-0.
Detail

LEITGEB, D. Gray-Box Modeling of Flanger Effect. In Proceedings II of the 32nd Conference STUDENT EEICT 2026. Proceedings II of the Conference STUDENT EEICT. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2026. p. 162-166. ISBN: 978-80-214-6418-6.
Detail

Responsibility: Smékal Zdeněk, prof. Ing., CSc.