Roman Kiyan, M. Sc.


Roman Kiyan, M. Sc.
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Appelstraße 9a
30167 Hannover
30167 Hannover
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Roman Kiyan, M. Sc.
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Persönliche Informationen
Curriculum Vitae
Roman Kiyan has received his M.Sc. degree in electrical engineering from Leibniz Universität Hannover. Specializing in communications engineering, he has graduated in 2021 with his thesis "On the Interpretability of Deep Neural Networks for the Analysis of Spatial Sound Fields using Higher-Order Ambisonics Signals". In 2020-2021 he has been with Bosch as an intern and working student, focusing on radar signal processing. Starting in 2022 Roman is working as a research assistant at Institut für Kommunikationstechnik, Leibniz Universität Hannover.
Research Interests
- Audio signal processing
- Sensor data processing
- Musical acoustics and psychoacoustics
Teaching
- Teacher of exercise "Elektroakustik"
- Teacher of student laboratory "Audiokommunikation und Akustik"
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Publikationsliste
Konferenzbeiträge
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(2022): Adaption of Layerwise Relevance Propagation for Audio Applications, Fortschritte der Akustik - DAGA 2022, 48. Jahrestagung für Akustik, Stuttgart
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(2022): On the impact of input scaling strategies for deep learning based DOA estimation from Ambisonics signals, ICA 2022, Gyeongju
Diplom-/Masterarbeiten
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(2021): On the Interpretability of Deep Neural Networks for the Analysis of Spatial Sound Fields using Higher-Order Ambisonics Signals, MA, ÜT (Betreuer: Nils Poschadel, Stephan Preihs)
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Forschungsprojekte
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ie-leap – In-ear Listening Experience Enhancement ProcessingIm Projekt ie-leap werden innovative Ansätze zur Verbesserung des Hörerlebnisses bei In-Ear-Kopfhörern insbesondere im Hinblick auf die Wiedergabe von Spatial Audio erforscht.Led by: Prof. Dr. Jürgen PeissigTeam:Year: 2023Funding: Huawei Research MunichDuration: 12/2022 - 06/2023
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Wagner 3.0Immersive Klangumgebungen und ihr Potenzial für das Musik-ErlebenLed by: Prof. Dr. Reinhard Kopiez (Koordination), Prof. Dr. Jürgen PeissigTeam:Year: 2019Funding: Niedersächsiches Ministerium für Wissenschaft und KulturDuration: 11/2019 - 10/2022
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