Vysoké učení technické v Brně - Vnitřní projekty VUT

- plně financující (2023-01-01 - 2024-12-31)

FEKT-S-23-8220

čeština

Smékal Zdeněk, prof. Ing., CSc. - hlavní řešitel
Burget Radim, doc. Ing., Ph.D. - spoluřešitel
Čičatka Michal, Ing. - spoluřešitel
Gavenčiak Michal, Ing. - spoluřešitel
Ištvánek Matěj, Ing., Ph.D. - spoluřešitel
Ježek Štěpán, Ing. - spoluřešitel
Kiac Martin, Ing. - spoluřešitel
Koton Radka, Mgr. - spoluřešitel
Kováč Daniel, Ing. - spoluřešitel
Liska Matej, Ing. - spoluřešitel
Mekyska Jiří, doc. Ing., Ph.D. - spoluřešitel
Mezina Anzhelika, Ing. - spoluřešitel
Miklánek Štěpán, Ing., Ph.D. - spoluřešitel
Mikulec Marek, Ing. - spoluřešitel
Mokrý Ondřej, Ing., Ph.D. - spoluřešitel
Přinosil Jiří, Ing., Ph.D. - spoluřešitel
Rajmic Pavel, prof. Mgr., Ph.D. - spoluřešitel
Říha Kamil, doc. Ing., Ph.D. - spoluřešitel
Schimmel Jiří, doc. Ing., Ph.D. - spoluřešitel
Skvaril Šimon, Ing. - spoluřešitel
Slunský Tomáš, Ing. - spoluřešitel

Ústav telekomunikací
- interní (01.01.2023 - 31.12.2025)
Fakulta elektrotechniky a komunikačních technologií
- příjemce (01.01.2023 - 31.12.2025)

LISKA, M.; ŠTŮSEK, M. Network Media Player with Built-in Class-D Amplifier. In Proceedings I of the 28th Conference STUDENT EEICT 2022 General papers. 1. Brno: BRNO UNIVERSITY OF TECHNOLOGY, FACULTY OF ELECTRICAL ENGINEERING AND COMMUNICATION, 2022. p. 295-298. ISBN: 978-80-214-6029-4.
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LEITGEB, D. Experimental audio effect based on dynamic signal filtering. Proceedings I of the 30th Conference STUDENT EEICT 2024. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. p. 163-166.
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SKVARIL, Š. Design of subwoofer with cardioid radiation pattern. 3. STUDENTSKÝ AKUSTICKÝ SEMINÁŘ. 1. Praha: České vysoké učení technické v Praze, 2022. p. 7-8. ISBN: 978-80-01-06986-8.
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ATHEESWARAN, A.; K. V., R.; CHAGANTI, B. N. L.; MARAM, A.; HERENCSÁR, N. Expert system for smart farming for diagnosis of sugarcane diseases using machine learning. COMPUTERS & ELECTRICAL ENGINEERING, 2023, vol. 109,Part A, no. July 2023, p. 1-14. ISSN: 0045-7906.
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MANSOUR, M.; GAMAL, A.; AHMED, A.I.; SAID, L.A.; ELBAZ, A.; HERENCSÁR, N.; SOLTAN, A. Internet of Things: A Comprehensive Overview on Protocols, Architectures, Technologies, Simulation Tools, and Future Directions. ENERGIES, 2023, vol. 16, no. 8, p. 1-39. ISSN: 1996-1073.
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IŠTVÁNEK, M.; MIKLÁNEK, Š. Beat Tracking: Is 44.1 kHz Really Needed?. In Proceedings II of the 29th Conference STUDENT EEICT 2023 Selected Papers. 1. Brno: Brno University of Technology, Faculty of Elektronic Engineering and Communication, 2023. p. 227-231. ISBN: 978-80-214-6154-3.
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JEŽEK, Š. Visual defect detection in real-world industrial applications using convolutional neural networks. Proceedings I of the 29th Student EEICT 2023 (General Papers). Brno: 2023. p. 389-393. ISBN: 978-80-214-6153-6.
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MEZINA, A.; OMETOV, A. Detecting Smart Contract Vulnerabilities with Combined Binary and Multiclass Classification. Cryptography, 2023, vol. 7, no. 3, p. 1-20. ISSN: 2410-387X.
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KIAC, M.; ŘÍHA, K.; KRAJSA, O. Application of YOLOv7 neural network model for control of laboratory processes. Proceedings of the 29th Conference STUDENT EEICT 2023. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 384-388. ISBN: 978-80-214-6153-6. ISSN: 2788-1334.
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KIAC, M.; SIKORA, P.; MALINA, L.; MARTINÁSEK, Z.; SRIVASTAVA, G. ADEROS: Artificial Intelligence-Based Detection System of Critical Events for Road Security. IEEE Systems Journal, 2023, vol. 0, no. 2023, p. 1-12. ISSN: 1937-9234.
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ZÁVIŠKA, P.; RAJMIC, P.; MOKRÝ, O. Multiple Hankel matrix rank minimization for audio inpainting. In Proceedings of the 2023 46th International Conference on Telecommunications and Signal Processing (TSP). Prague, Czech republic: IEEE, 2023. p. 47-51. ISBN: 979-8-3503-0396-4.
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KOVÁČ, D.; CVETLER, D. Digital Biomarkers for Assessing Respiratory Disorders in Parkinson’s Disease. In Proceedings II of the 29st Conference STUDENT EEICT 2023: Selected papers. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Elektronic Engineering and Communication, 2023. p. 232-236. ISBN: 978-80-214-6154-3. ISSN: 2788-1334.
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GÓRRIZ, J.M.; MEKYSKA, J.; et al. Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Information Fusion, 2023, vol. 100, no. December 2023, p. 1-37. ISSN: 1872-6305.
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ŠVENTO, M.; MOKRÝ, O. Joint audio denoising and inpainting with plug-and-play proximal algorithm. Proceedings I of the 29th Student EEICT 2023 (General Papers). 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 214-217. ISBN: 978-80-214-6153-6.
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LISKA, M. FPGA Design with TDM Module for Real-Time Sound Acquisition from MEMS Microphone Array. Proceedings I of the 29th Conference STUDENT EEICT 2023. Brno: BRNO UNIVERSITY OF TECHNOLOGY, FACULTY OF ELECTRICAL ENGINEERING AND COMMUNICATION, 2023. p. 399-403. ISBN: 978-80-214-6153.
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MIKLÁNEK, Š.; WRIGHT, A.; VÄLIMÄKI, V.; SCHIMMEL, J. Neural Grey-Box Guitar Amplifier Modelling with Limited Data. In Proceedings of the 25th International Conference on Digital Audio Effects (DAFx23). Proceedings of the International Conference on Digital Audio Effects (DAFx). Kodaň: Aalborg University of Copenhagen, 2023. ISSN: 2413-6689.
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MEZINA, A.; GENZOR, S.; BURGET, R.; MIZERA, J.; MYŠKA, V.; ŠTÝBNAR, M. Patients Compliance: Ten Years History Data Analysis. ERJ Open Research. Prague: European Respiratory Society, 2023. ISSN: 2312-0541.
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CICATKA, M.; BURGET, R; LANCOS, J. Approaches to Clustering of Microbial Colonies on Agar Plates. Proceedings I of the 29th Student EEICT 2023 (General Papers). Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2023. ISBN: ISBN 978-80-214-6153.
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CICATKA, M.; BURGET, R; LANCOS, J. Improvement of Microbial Colony Segmentation using Synthetic Data. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2023.
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Michal Gavenčiak. Comparing Hough transform to other automated methods of feature extraction and matching for document correction. Proceedings I of the 29th Student EEICT 2023 Genera papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 270-274. ISBN: 978-80-214-6153-6.
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MEZINA, A.; BURGET, R. Detection of post-COVID-19-related pulmonary diseases in X-ray images using Vision Transformer-based neural network. Biomedical Signal Processing and Control, 2024, vol. 87, no. A, p. 1-11. ISSN: 1746-8108.
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SKVARIL, Š. Loudspeaker Enclosure with Directional Radiation of Frequencies below 100 Hz. Proceedings I of the 29th Student EEICT 2023 (General Papers). Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 394-398. ISBN: 978-80-214-6153-6.
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NOVOTNÝ, K.; MEKYSKA, J. Assessing Movement of Articulatory Organs in Patients with Parkinson’s Disease. In Proceedings I of the 28th Conference STUDENT EEICT 2022 General papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. p. 243-246. ISBN: 978-80-214-6029-4.
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SMÉKAL, Z.; SKLENÁŘ, J. 1D and 2D Analog, Discrete, and Digital Signal Processing. první. první. Brno, Czech Republic: Brno Univeristy of Technology - VUTIUM Press, 2023. 454 p. ISBN: 978-80-214-6143-7.
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ZHOU, J.; HERENCSÁR, N. Abnormal Behavior Determination Model of Multimedia Classroom Students Based on Multi-task Deep Learning. MOBILE NETWORKS & APPLICATIONS, 2023, vol. neuvedeno, no. neuvedeno, ISSN: 1383-469X.
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VIMALA, B. B.; SRINIVASAN, S.; MATHIVANAN, S. K.; MUTHUKUMARAN, V.; BABU, J. C.; HERENCSÁR, N.; VILCEKOVA, L. Image Noise Removal in Ultrasound Breast Images Based on Hybrid Deep Learning Technique. SENSORS, 2023, vol. 23, no. 3, p. 1-16. ISSN: 1424-8220.
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KOSTELANSKÁ, A.; HERENCSÁR, N. Bioimpedance Measuring Unit for Smart Agriculture. In Proceedings I of the 30th Conference STUDENT EEICT 2024. Brno: Brno University of Technology, 2024. p. 167-169. ISBN: 978-80-214-6231-1.
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KOVÁČ, D.; NOVOTNÝ, K.; MEKYSKA, J.; BRABENEC, L.; KOŠŤÁLOVÁ, M.; REKTOROVÁ, I. Exploring Speech Profiles in Parkinson's Disease Patients on Long - Term Dopaminergic Medication. In 2024 47th International Conference on Telecommunications and Signal Processing (TSP). IEEE, 2024. p. 270-273. ISBN: 979-8-3503-6559-7.
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ŠAUŠA, E.; RAJMIC, P.; HLAWATSCH, F. Distributed Bayesian target tracking with reduced communication: Likelihood consensus 2.0. SIGNAL PROCESSING, 2024, vol. 215, no. February 2024, p. 1-13. ISSN: 0165-1684.
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KOVÁČ, D.; MEKYSKA, J.; AHARONSON, V.; HARÁR, P.; GALÁŽ, Z.; RAPCSAK, S.; OROZCO-ARROYAVE, J. R.; BRABENEC, L.; REKTOROVÁ, I. Exploring digital speech biomarkers of hypokinetic dysarthria in a multilingual cohort. BIOMED SIGNAL PROCES, 2023, vol. 88, no. 2, p. 1-11. ISSN: 1746-8094.
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BURGET, R.; ČIČATKA, M.; LÁNCOŠ, J. From Segmentation to Clustering: Advancing Algorithms for Grouping Microbial Colonies on Agar Plates. In 2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. p. 176-181. ISBN: 979-8-3503-9328-6.
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BARTOŇ, M.; RAPCSAK, S. Z.; ZVONČÁK, V.; MAREČEK, R.; CVRČEK, V.; REKTOROVÁ, I. Functional neuroanatomy of reading in Czech: Evidence of a dual-route processing architecture in a shallow orthography. Frontiers in Psychology, 2023, vol. 13, no. 2023, p. 1-11. ISSN: 1664-1078.
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MRAČKOVÁ, M.; MAREČEK, R.; MEKYSKA, J.; KOŠŤÁLOVÁ, M.; REKTOROVÁ, I. Levodopa may modulate specific speech impairment in Parkinson's disease: an fMRI study. JOURNAL OF NEURAL TRANSMISSION, 2023, vol. 1, no. 11, p. 1-7. ISSN: 0300-9564.
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VERMA, V.; KARNATI, M.; DUTTA, M.K.; MYŠKA, V.; MEZINA, A. Attention-based VGG-Residual-Inception Module for EEG-Based Depression Detection. In 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. p. 33-37. ISBN: 979-8-3503-9328-6.
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SINHA,H..; KARNATI, AGGARWAL, G.;M.; DUTTA, M.K.; MEZINA, A., BURGET, R. DMRBNet: Dilated Multi-scale Residual Block-based Deep Network for Detection of Breast Cancer from MRI Images. In 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. p. 38-43. ISBN: 979-8-3503-9328-6.
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PŘINOSIL, J.; KŘÍŽ, P. License Plate Recognition on Low-Cost Devices. In 2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). IEEE Computer Society, 2023. p. 28-32. ISBN: 979-8-3503-9328-6.
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JEŽEK, Š.; BURGET, R.; VERMA, S.; VISHAL, V.; JOSHI, R.; DUTTA, M. AI-enhanced Mental Health Diagnosis: Leveraging Transformers for Early Detection of Depression Tendency in Textual Data. In 2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). IEEE Computer Society, 2023. p. 56-61. ISBN: 979-8-3503-9328-6.
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JONÁK, M.; DORAZIL, J.; KOLAŘÍK, M.; JEŽEK, Š.; BURGET, R.; KOTRLÝ, M. Forensic Comparison of Soil Particles Using Gaussian Mixture Models and Likelihood Ratio Test. In 2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). IEEE Computer Society, 2023. p. 188-192. ISBN: 979-8-3503-9328-6.
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Jan Dorazil, Bernard H. Fleury, Franz Hlawatsch. Bayesian methods for optical flow estimation using a variational approximation, with applications to ultrasound. In IEEE ICASSP 2023. 2023. p. 1-5. ISBN: 978-1-7281-6327-7.
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BURGET, R.; CHAUHAN, R.; KARNATI, M.; DUTTA, M. Plant Disease Identification Using a Dual Self-Attention Modified Residual-Inception Network. In 2023 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. p. 170-175. ISBN: 979-8-3503-9328-6.
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MYŠKA, V.; MEZINA, A.; VANĚK, P.; BURGET, R.; GENZOR, S.; MIZERA, J.; ŠTÝBNAR, M.; KIAC, M.; FROLKA, J. CovidStopHospital: e-Health Service for X-Ray-Based COVID-19 Classification and Radiologist-Assisted Dataset Creation. In 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Ghent: 2023. p. 62-67. ISBN: 979-8-3503-9328-6.
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SPURNÝ, L.; IŠTVÁNEK, M.; JIRASKÝ, J. Paměť zvuku (Smetana–Dvořák–Janáček). K metodě zpracování zvukových nahrávek pomocí nástroje MemoVision. Hudebni Veda, 2024, roč. 55, č. 4, s. 501-533. ISSN: 0018-7003.
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NOVÁK, V. Proceedings I of the 29th Conference STUDENT EEICT 2023 General papers. Proceedings I of the 29th Conference STUDENT EEICT 2023 General papers. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2023. ISBN: 978-80-214-6153-6.
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MAHATA, S.; KUBÁNEK, D.; HERENCSÁR, N. Design of fractional-order transitional filters of the Butterworth-Sync-Tuned, Butterworth-Chebyshev, and Chebyshev-Sync-Tuned types: optimization, simulation, and experimental verification. COMPUTERS & ELECTRICAL ENGINEERING, 2024, vol. 116, no. 5, p. 1-35. ISSN: 0045-7906.
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ČIČATKA, M.; BURGET, R. Deep Learning for Agar Plate Analysis: Predicting Microbial Cluster Counts. Proceedings I of the 30th Student EEICT 2024 (General Papers). Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2024. p. 197-201.
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LEPÍK, J.; ČIČATKA, M. Automating Antibiotic Susceptibility Testing with Machine Learning for Disk Diffusion Test Analysis. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2024. p. 20-23.
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VAN FLEET, O.; CONWAY, L.; HERENCSÁR, N.; FREEBORN, T. J. Fractional-Order Equivalent Circuit Representation of Kohlrabi Tissue Samples. In Proceedings of the IEEE Southeastcon 2024. Atlanta, USA: IEEE, 2024. p. 1034-1039. ISBN: 979-8-3503-1710-7.
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BRABENEC, L.; KOVÁČ, D.; MEKYSKA, J.; ŘEHULKOVÁ, L.; KÁBRTOVÁ, V.; REKTOROVÁ, I. Short-term effects of transcranial direct current stimulation on motor speech in Parkinson's disease: a pilot study. JOURNAL OF NEURAL TRANSMISSION, 2024, vol. 131, no. 1, p. 791-797. ISSN: 1435-1463.
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LISKA, M.; TOMEŠEK, J. FPGA-Based Sound Acquisition Prototype from MEMS Microphone Array. Proceedings I of the 30th Conference STUDENT EEICT 2024. Brno: BRNO UNIVERSITY OF TECHNOLOGY, FACULTY OF ELECTRICAL ENGINEERING AND COMMUNICATION, 2024.
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Workplace buildup for measurement of low-frequency absorption of acoustic structures. Proceedings I of the 30th Student EEICT 2024. Proceedings II of the Conference STUDENT EEICT. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. ISSN: 2788-1334.
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MEZINA, A.; BURGET, R.; OMETOV, A. Reinterpreting Usability of Semantic Segmentation Approach for Darknet Traffic Analysis. Computer Networks, 2024, vol. 249, no. July 2024, p. 1-17. ISSN: 1389-1286.
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ŠVENTO, M.; BALUŠÍK, P. Deep prior audio compression. Proceedings I of the 30th Student EEICT 2024 (General Papers). Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. ISSN: 2788-1334.
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NOVÁK, V. Proceedings I of the 30th Conference STUDENT EEICT 2024. Proceedings I of the 30th Conference STUDENT EEICT 2024. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. ISBN: 978-80-214-6231-1.
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KOVÁČ, D. Quantitative Analysis of Vocal Tract Resonances in Patients with Parkinson’s Disease. In Proceedings II of the 30th Conference STUDENT EEICT 2024. Proceedings II of the Conference STUDENT EEICT. Brno: Brno University of Technology, Faculty of Elektronic Engineering and Communication, 2024. p. 146-150. ISBN: 978-80-214-6230-4. ISSN: 2788-1334.
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NOVOTNÝ, K. Long-Term Effect of Repetitive Transcranial Magnetic Stimulation on Parkinson’s Disease Patients with Different Severity of Hypokinetic Dysarthria. In Proceedings II of the 30th Conference STUDENT EEICT 2024 Selected Papers. Proceedings II of the Conference STUDENT EEICT. 1. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. p. 151-155. ISBN: 978-80-214-6230-4. ISSN: 2788-1334.
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ŠVENTO, M.; RAJMIC, P.; MOKRÝ, O. Plug-and-play audio restoration with diffusion denoiser. In 2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC). Aalborg, Denmark: IEEE, 2024. p. 115-119. ISBN: 979-8-3503-6185-8.
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GAVENČIAK, M. LSTM-Based Autoencoders in Online Handwriting Data Augmentation and Preprocessing. Brno: Brno University of Technology, Faculty of Electrical Engineering and Communication, 2024. p. 211-215.
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GAVENČIAK, M.: ScoreApp; ScoreApp. https://github.com/BDALab/ScoreApp/. URL: https://github.com/BDALab/ScoreApp/. (software)
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HERENCSÁR, N.: 2024 47th International Conference on Telecommunications and Signal Processing (TSP). Prague (10.07.2024)
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HERENCSÁR, N.: 2023 46th International Conference on Telecommunications and Signal Processing (TSP). Prague (12.07.2023)
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