WiT: Winter Term, SpT: Spring Term, SuT: Summer Term
WS: Winter Semester, SS: Summer Semester
Lectures
- Digital Health
(5 ECTS, SS 2021 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Deep Learning for Pattern Recognition
(14 hours: 26.05.-09.07.2023, 31.03.-19.05.2023) held online for Chinese students within the Neoscholar Education Group CIS International Elite Mentorship Program (IEMP) - Deep Learning for Pattern Recognition
(10 hours: 13.01.-17.02.2023, 16.09.-14.10.2022, 15.07.-12.08.2022, 13.05.-10.06.2022, 28.01.-25.02.2022, 10.09.-08.10.2021, 21.05.-18.06.2021) held online for Chinese students within the Neoscholar Education Group CIS International Elite Mentorship Program (IEMP) - Artificial Intelligence
(5 ECTS, WS 2020/21 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Deep Learning
(5 ECTS, SS 2019 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Speech Pathology
(5 ECTS, WS 2018/19 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Intelligente Signalanalyse in der Medizin / Intelligent Signal Analysis in Medicine
(5 ECTS, WS 2017/18 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Artificial Intelligence Advanced Research
(20 hours, 31.07.-09.08.2023) held in Nanjing, China within the Neoscholar Education Group 2023 Neoscholar Summer Program Advanced Research Guidance Course - Artificial Intelligence Foundations
(20 hours, 31.07.-09.08.2023) held in Nanjing, China within the Neoscholar Education Group 2023 Neoscholar Summer Program Foundations Course - Introduction to Core Technologies of AI
(12 hours within 19.04.-14.06.2023), held online for students of Hubei University of Technology, China, within the Neoscholar Education Group Program - Machine Learning & Data Science
(24 hours within 16.07.-07.10.2022), held online for Chinese students within the Neoscholar Education Group CIS Online Research Program - Deep Learning for Pattern Recognition
(24 hours, 22.01.-28.02.2021) held online for Chinese students within the Neoscholar Education Group University Online Program - Deep Learning
(18 lectures, SpT 2019, SpT 2020) held at Imperial College London in London/UK with Prof. Michael Bronstein and Dr Stefanos Zafeiriou - Machine Learning and Data Science (MLDS)
(33 hours, 19.01.-14.02.2020) held with the Workshop Programme of Cantab Academy, London/UK with Dr Ognjen Rudovic - Speech & Audio Analysis for Health
(8 hours, WiT 2019) held at University of Oulu in Oulu/Finland - Computer Hardware
(18 lectures, WiT 2013 – WiT 2018) held at Imperial College London/UK with Prof. Duncan Fyfe Gillies (until 2018) and Dr Bernhard Kainz (since 2018) - Music Informatics
(5 ECTS, SS 2018) held at the University of Augsburg in Augsburg/Germany with Dr Emilia Parada-Cabaleiro - Lecture Series AI & Deep Learning for Wellbeing
(Overview of Artificial Intelligence and Deep Learning – Deep Learning and Human Wellbeing – Platforms and Techniques for Deep Learning)
(9 hours, 08.-09.07.2019) held within the Summer School for Zhejiang University Students, Wedge Education, London/UK - Lecture Series AI & Deep Learning in Health & Beyond
(Overview of AI and application areas, Deep learning for health and wellbeing, Deep learning techniques)
(9 hours, 08.-10.08.2018) held within the Summer School for Zhejiang University Students, Wedge Education, London/UK - Intelligent Biosignal Sensing
(05.04.2017) graduate-level block lecture held at Southeast University in Nanjing/P.R. China - Lecture Series on Complex Intelligent Interactive & Affective Computing
(Human-Computer/Robot-Interaction, Intelligent Audio Analysis, Complex Systems, Affective Computing, Machine Learning)
(20 hours, 24.-28.10.2016, studies: Fundamental Sciences, Electronics, Mechanics, Civil Engineering) held at the Vilnius Gediminas Technical University in Vilnius/Lithuania - Introduction to Automatic Speech Recognition
(5 ECTS, WS 2016/17) held at the University of Passau in Passau/Germany with Dr. Amr Mousa - Intelligent Audio Analysis
(5 ECTS, SS 2015 – SS 2017) held at the University of Passau in Passau/Germany - Complex Systems Engineering
(7 ECTS, WS 2014/15 – WS 2016/17) held at the University of Passau in Passau/Germany - Computing Topics
(8 sessions, SpT 2015) held at Imperial College London/UK with others - PMT Logic, Reasoning about Programs, and Discrete Mathematics
(10 sessions, SpT 2014, SpT 2015) held at Imperial College London/UK - Academic Writing for Computer Science
(8 sessions, SpT 2014) held at Imperial College London/UK with others
Supervised students:
Akara Supratak (SpT 14): Transfer Learning - Statistical Communication Techniques: Filtering – Estimation – Decision
(Statistische Informationstechnik: Filtern – Schätzen – Entscheiden)
(28 hours, 18.-20.06.2013, 19.-21.06.2012) held at the Carl-Cranz-Gesellschaft in Oberpfaffenhofen/Germany with Prof. Kristian Kroschel and Prof. Gerhard Rigoll - Machine Speech Signal Processing
(Maschinelle Sprachsignalverarbeitung)
(6 ECTS, SS 2014) held at TUM in Munich/Germany - Computer Architecture
(Rechnerarchitektur)
(5 ECTS, SS 2013) held at the University of Passau in Passau/Germany - Fundamentals of Information Technology
(Grundlagen der Informationstechnik)
(7 ECTS, SS 2013) held at the University of Passau in Passau/Germany - Automatic Pattern Recognition in Speech Processing
(Mustererkennung in der Sprachverarbeitung)
(3 ECTS, SS 2009 – SS 2011) held at TUM in Munich/Germany - Digital Processing of Speech Signals
(Digitale Verarbeitung von Sprachsignalen)
(3 ECTS, SS 2009 – SS 2011) held at TUM in Munich/Germany - Intelligent Audio Analysis
(20 hours, 11.-15.04.2011) held at the Università Politecnica delle Marche in Ancona/Italy (ERASMUS lecturer mobility programme) - Pattern Recognition
(4.5 ECTS, SS 2008) - Electrical Engineering (Elektrotechnik) at the Munich University of Applied Sciences (Hochschule München) in Munich/Germany, Faculty 05
(7.5 ECTS, SS 2008) - Participant Two-year Program PROLEHRE Intensiv
(WS 2006/07 – SS 2009) - Assistance (WS 2005/06 – WS 2008/09) Lecture Automatic Pattern Recognition in Speech Processing (Mustererkennung in der Sprachverarbeitung)
- Assistance (WS 2005/06 – WS 2008/09) Lecture Data Analysis and Information Reduction (Datenanalyse und Informationsreduktion)
- Assistance (WS 2005/06 – WS 2008/09) Lecture Digital Processing of Speech Signals (Digitale Verabeitung von Sprachsignalen)
- Direction (WS 99/00 – SS 07) Main Tutorial Signal Representation (Zentralübung Signaldarstellung)
- Direction (WS 99/00 – SS 07) Tutorial Signal Representation (Tutorübung Signaldarstellung)
- Introduction and Direction (WS 99/00 – SS 07) English Tutorial Signal Representation
Lab Courses
- Artificial Intelligence Advanced Research
(2 x 20 + 5 hours, 03.07.-19.07.2024) held in Singapore, Singapore within the Neoscholar Education Group 2024 Neoscholar Summer Program Advanced Research Guidance Course - Praktikum Natural Language Processing (NLP)
(5 ECTS, SS 2023) held at the University of Augsburg in Augsburg/Germany - Praktikum Digital Health
(5 ECTS, WS 2021/22 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Praktikum Speech Pathology
(5 ECTS, WS 2019/20 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Praktikum Deep Learning
(5 ECTS, WS 2017/18 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Praktikum Mobile Application Development
(5 ECTS, SS 2018) held at the University of Augsburg in Augsburg/Germany - Praktikum Computational Intelligence
(5 ECTS, WS 2017/18) held at the University of Augsburg in Augsburg/Germany - Praktikum Mobile Sensing for Fitness and Wellbeing
(5 ECTS, WS 2017/18, WS 2018/19) held at the University of Augsburg in Augsburg/Germany - Lab Course Intelligent Systems
(5 ECTS, SS 2015 – SS 2017) held at the University of Passau in Passau/Germany - Lab Course Mobile Embedded Systems
(WS 2015/16 – SS 2017) held at the University of Passau in Passau/Germany - Lab Course Programming in Java
(Übung Programmierung in Java)
(5 ECTS, WS 2014/15 – SS 2017) held at the University of Passau in Passau/Germany - Direction (WS 99/00 – SS 02) Laboratory Course on System and Circuit Design 1
( Praktikum System- und Schaltungstechnik 1)
V2: Signalerfassung und -analyse - Direction (WS 99/00 – SS 02) Laboratory Course on System and Circuit Design 2
(Praktikum System- und Schaltungstechnik 2)
V9: Entwurf und Realisierung analoger und digitaler Filter - Experiment Direction Laboratory Practical Aspects of Human-Machine Communication ( Praktikum Praxis der Mensch-Maschine-Kommunikation)
Adaption von emotionaler Sprache (SS 05)
Automatische Multimodale Emotionserkennung (SS 04)
Emotionale Mensch-Maschine-Interaktion (SS 02)
Design eines natürlichsprachlichen MMIs (SS 01, WS 01/02)
Experimente mit einem Spracherkennungssystem (WS 00/01)
Seminars
- Seminar Sports Informatics (Bachelor)
(4 ECTS, SS 2018 – WS 2019/20) held at the University of Augsburg in Augsburg/Germany - Seminar Sports Informatics (Master)
(4 ECTS, SS 2018 – WS 2019/20) held at the University of Augsburg in Augsburg/Germany - Seminar Computer Audition (Bachelor)
(4 ECTS, SS 2018 – WS 2019/20) held at the University of Augsburg in Augsburg/Germany - Seminar Computer Audition (Master)
(4 ECTS, SS 2018 – WS 2019/20) held at the University of Augsburg in Augsburg/Germany - Seminar Embedded Intelligence for Health Care and Wellbeing (Bachelor)
(4 ECTS, WS 2017/18 – WS 2019/20) held at the University of Augsburg in Augsburg/Germany - Seminar Embedded Intelligence for Health Care and Wellbeing (Master)
(4 ECTS, WS 2017/18 – WS 2019/20) held at the University of Augsburg in Augsburg/Germany - Oberseminar Embedded Intelligence for Health Care and Wellbeing
(since WS 2017/18) held at the University of Augsburg in Augsburg/Germany - Seminar Digital Health (Master)
(4 ECTS, SS 2020 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Seminar Digital Health (Bachelor)
(4 ECTS, SS 2020 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Seminar Computational Intelligence (Master)
(4 ECTS, SS 2020 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Seminar Computational Intelligence (Bachelor)
(4 ECTS, SS 2020 – SS 2023) held at the University of Augsburg in Augsburg/Germany - Blockseminar Affective and Behavioral Computing
(3 ECTS, WS 2016/17 – SS 2017) held at the University of Passau in Passau/Germany - Blockseminar Intelligent Systems
(3 ECTS, SS 2015 – SS 2017) held at the University of Passau in Passau/Germany - Master Seminar on Complex and Intelligent Systems
(Seminar Komplexe und Intelligente Systeme)
(4 ECTS, SS 2015 – SS 2017) held at the University of Passau in Passau/Germany - Bachelor Seminar on Complex and Intelligent Systems
(Seminar Komplexe und Intelligente Systeme)
(4 ECTS, SS 2015 – SS 2017) held at the University of Passau in Passau/Germany - Seminar on Complex and Intelligent Systems
(Oberseminar Komplexe und Intelligente Systeme)
(4 ECTS, WS 2015/16 – SS 2017) held at the University of Passau in Passau/Germany - Seminar on Intelligent Mobile Sensing
(Seminar Intelligente Mobile Sensorik)
(4 ECTS, SS 2013) held at the University of Passau in Passau/Germany - Direction Hauptseminar on Current Questions in Human-Machine-Communication
(Hauptseminar Mensch-Maschine-Kommunikation)
(5 ECTS, SS 2013 – SS 2014) held at TUM in Munich/Germany - Direction Seminar on Human-Machine Communication
(Oberseminar Mensch-Maschine-Kommunikation)
(3 ECTS, SS 2010 – SS 2014) held at TUM in Munich/Germany - Direction Seminar on Work in Progress In Human-Machine Communication
(Oberseminar Laufende Arbeiten zur Mensch-Maschine-Kommunikation)
(3 ECTS, SS 2002 – SS 2014) held at TUM in Munich/Germany - Direction (WS 03/04) Hauptseminar on Current Questions in Human-Machine-Communication ( Hauptseminar Mensch-Maschine-Kommunikation)
Supervised students:
Norbert Binder (WS 00/01): Fehlerrobuste Mensch-Maschine-Interaktion
Stephan Reiter (SS 01): Usability Engineering – Potential und Technik
Florian Hörger (WS 01/02): Grundfrequenz F0 eines Sprachsignals – Potenzial und Schätzung
Philipp Huber (SS 02): Automatische Emotionserkennung aus dem Sprachsignal
Ronald Müller (WS 02/03): Query by humming als musikalische Benutzerschnittstelle
Philippe Dupraz (WS 03/04): Emotionserkennung in natürlichsprachlichen Äußerungen
Michael Höchstetter (SS 06): Verfahren zur automatischen Transkription von Musikstücken
Florian Eyben (SS 07): Rhythmusmerkmale in der Musiksuche
Benedikt Gollan (SS 08): Automatische Erkennung der Tonart in MP3 Audiostücken
