{"id":253,"date":"2015-12-07T09:35:07","date_gmt":"2015-12-07T09:35:07","guid":{"rendered":"http:\/\/www.schuller.it\/bws\/?page_id=253"},"modified":"2025-06-01T21:53:51","modified_gmt":"2025-06-01T21:53:51","slug":"past-courses","status":"publish","type":"page","link":"http:\/\/www.schuller.it\/bws\/?page_id=253","title":{"rendered":"Past Courses"},"content":{"rendered":"

WiT: Winter Term, SpT: Spring Term, SuT: Summer Term
\nWS: Winter Semester, SS: Summer Semester<\/p>\n

Lectures<\/h4>\n
    \n
  1. Digital Health<\/strong>
    \n(5 ECTS, SS 2021 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
  2. Deep Learning for Pattern Recognition<\/strong>
    \n(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)<\/li>\n
  3. Deep Learning for Pattern Recognition<\/strong>
    \n(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)<\/li>\n
  4. Artificial Intelligence<\/strong>
    \n(5 ECTS, WS 2020\/21 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
  5. Deep Learning<\/strong>
    \n(5 ECTS, SS 2019 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
  6. Speech Pathology<\/strong>
    \n(5 ECTS, WS 2018\/19 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
  7. Intelligente Signalanalyse in der Medizin \/ Intelligent Signal Analysis in Medicine
    \n<\/strong>(5 ECTS, WS 2017\/18 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
  8. Artificial Intelligence Advanced Research<\/strong>
    \n(20 hours, 31.07.-09.08.2023) held in Nanjing, China within the Neoscholar Education Group 2023 Neoscholar Summer Program Advanced Research Guidance Course<\/li>\n
  9. Artificial Intelligence Foundations<\/strong>
    \n(20 hours, 31.07.-09.08.2023) held in Nanjing, China within the Neoscholar Education Group 2023 Neoscholar Summer Program Foundations Course<\/li>\n
  10. Introduction to Core Technologies of AI<\/strong>
    \n(12 hours within 19.04.-14.06.2023), held online for students of Hubei University of Technology, China, within the Neoscholar Education Group Program<\/li>\n
  11. Machine Learning & Data Science<\/strong>
    \n(24 hours within 16.07.-07.10.2022), held online for Chinese students within the Neoscholar Education Group CIS Online Research Program<\/li>\n
  12. Deep Learning for Pattern Recognition<\/strong>
    \n(24 hours, 22.01.-28.02.2021) held online for Chinese students within the Neoscholar Education Group University Online Program<\/li>\n
  13. Deep Learning<\/strong>
    \n(18 lectures, SpT 2019, SpT 2020) held at Imperial College London in London\/UK with Prof. Michael Bronstein and Dr Stefanos Zafeiriou<\/li>\n
  14. Machine Learning and Data Science (MLDS)
    \n<\/strong>(33 hours, 19.01.-14.02.2020) held with the Workshop Programme of Cantab Academy, London\/UK with Dr Ognjen Rudovic<\/li>\n
  15. Speech & Audio Analysis for Health<\/strong>
    \n(8 hours, WiT 2019) held at University of Oulu in Oulu\/Finland<\/li>\n
  16. Computer Hardware<\/a><\/strong>
    \n(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)<\/li>\n
  17. Music Informatics
    \n<\/strong>(5 ECTS, SS 2018) held at the University of Augsburg in Augsburg\/Germany with Dr Emilia Parada-Cabaleiro<\/li>\n
  18. Lecture Series AI & Deep Learning for Wellbeing<\/strong>
    \n(Overview of Artificial Intelligence and Deep Learning – Deep Learning and Human Wellbeing\u00a0– Platforms and Techniques for Deep Learning)
    \n(9 hours, 08.-09.07.2019) held within the Summer School for Zhejiang University Students, Wedge Education, London\/UK<\/li>\n
  19. Lecture Series AI & Deep Learning in Health & Beyond<\/strong>
    \n(Overview of AI and application areas, Deep learning for health and wellbeing, Deep learning techniques)
    \n(9 hours, 08.-10.08.2018)\u00a0held within the Summer School for Zhejiang University Students,\u00a0Wedge Education, London\/UK<\/li>\n
  20. Intelligent\u00a0Biosignal Sensing \u00a0<\/strong>
    \n(05.04.2017) graduate-level block lecture held at\u00a0Southeast University in Nanjing\/P.R. China<\/li>\n
  21. Lecture Series on Complex Intelligent Interactive & Affective Computing<\/strong>
    \n(Human-Computer\/Robot-Interaction, Intelligent Audio Analysis, Complex Systems, Affective Computing, Machine Learning)
    \n(20 hours, 24.-28.10.2016, studies: Fundamental Sciences, Electronics, Mechanics, Civil Engineering) held at the\u00a0Vilnius Gediminas Technical University in Vilnius\/Lithuania<\/li>\n
  22. Introduction to Automatic Speech Recognition<\/strong>
    \n(5 ECTS, WS 2016\/17) held at the University of Passau in Passau\/Germany with Dr. Amr Mousa<\/li>\n
  23. Intelligent Audio Analysis<\/strong>
    \n(5 ECTS, SS 2015 – SS 2017) held at the University of Passau in Passau\/Germany<\/li>\n
  24. Complex Systems Engineering<\/strong>
    \n(7 ECTS, WS 2014\/15 – WS 2016\/17) held at the University of Passau in Passau\/Germany<\/li>\n
  25. Computing Topics<\/strong>
    \n(8 sessions, SpT 2015) held at Imperial College London\/UK with others<\/li>\n
  26. PMT Logic, Reasoning about Programs, and Discrete Mathematics<\/strong>
    \n(10 sessions, SpT 2014, SpT 2015) held at Imperial College London\/UK<\/li>\n
  27. Academic Writing for Computer Science<\/strong>
    \n(8 sessions, SpT 2014) held at Imperial College London\/UK with others
    \nSupervised students:
    \nAkara Supratak (SpT 14): Transfer Learning<\/li>\n
  28. Statistical Communication Techniques: Filtering – Estimation – Decision
    \n(Statistische Informationstechnik: Filtern – Sch\u00e4tzen – Entscheiden)<\/strong>
    \n(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<\/li>\n
  29. Machine Speech Signal Processing
    \n(Maschinelle Sprachsignalverarbeitung)<\/strong>
    \n(6 ECTS, SS 2014) held at TUM in Munich\/Germany<\/li>\n
  30. Computer Architecture
    \n(Rechnerarchitektur)<\/strong>
    \n(5 ECTS, SS 2013) held at the University of Passau in Passau\/Germany<\/li>\n
  31. Fundamentals of Information Technology
    \n(Grundlagen der Informationstechnik)<\/strong>
    \n(7 ECTS, SS 2013) held at the University of Passau in Passau\/Germany<\/li>\n
  32. Automatic Pattern Recognition in Speech Processing
    \n(Mustererkennung in der Sprachverarbeitung)<\/strong>
    \n(3 ECTS, SS 2009 – SS 2011) held at TUM in Munich\/Germany<\/li>\n
  33. Digital Processing of Speech Signals
    \n(Digitale Verarbeitung von Sprachsignalen)<\/strong>
    \n(3 ECTS, SS 2009 – SS 2011) held at TUM in Munich\/Germany<\/li>\n
  34. Intelligent Audio Analysis<\/strong>
    \n(20 hours, 11.-15.04.2011) held at the Universit\u00e0 Politecnica delle Marche in Ancona\/Italy (ERASMUS lecturer mobility programme)<\/li>\n
  35. Pattern Recognition<\/strong>
    \n(4.5 ECTS, SS 2008)<\/li>\n
  36. Electrical Engineering (Elektrotechnik) at the Munich University of Applied Sciences (Hochschule M\u00fcnchen) in Munich\/Germany, Faculty 05<\/strong>
    \n(7.5 ECTS, SS 2008)<\/li>\n
  37. Participant Two-year Program PROLEHRE Intensiv<\/strong>
    \n(WS 2006\/07 – SS 2009)<\/li>\n
  38. Assistance (WS 2005\/06 – WS 2008\/09) Lecture Automatic Pattern Recognition in Speech Processing (Mustererkennung in der Sprachverarbeitung)<\/strong><\/li>\n
  39. Assistance (WS 2005\/06 – WS 2008\/09) Lecture Data Analysis and Information Reduction (Datenanalyse und Informationsreduktion)<\/strong><\/li>\n
  40. Assistance (WS 2005\/06 – WS 2008\/09) Lecture Digital Processing of Speech Signals (Digitale Verabeitung von Sprachsignalen)<\/strong><\/li>\n
  41. Direction (WS 99\/00 – SS 07) Main Tutorial Signal Representation (Zentral\u00fcbung Signaldarstellung<\/a>)<\/strong><\/li>\n
  42. Direction (WS 99\/00 – SS 07) Tutorial Signal Representation (Tutor\u00fcbung Signaldarstellung<\/a>)<\/strong><\/li>\n
  43. Introduction and Direction (WS 99\/00 – SS 07) English Tutorial Signal Representation<\/strong><\/li>\n<\/ol>\n

    Lab Courses<\/h4>\n
      \n
    1. Praktikum Natural Language Processing (NLP)<\/strong>
      \n(5 ECTS, SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
    2. Praktikum Digital Health<\/strong>
      \n(5 ECTS, WS 2021\/22 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
    3. Praktikum Speech Pathology<\/strong>
      \n(5 ECTS, WS 2019\/20 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
    4. Praktikum Deep Learning<\/strong>
      \n(5 ECTS, WS 2017\/18 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
    5. Praktikum Mobile Application Development<\/strong>
      \n(5 ECTS, SS 2018) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
    6. Praktikum Computational Intelligence<\/strong>
      \n(5 ECTS, WS 2017\/18) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
    7. Praktikum Mobile Sensing for Fitness and Wellbeing<\/strong>
      \n(5 ECTS, WS 2017\/18, WS 2018\/19) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
    8. Lab Course Intelligent Systems<\/strong>
      \n(5 ECTS, SS 2015 – SS 2017) held at the University of Passau in Passau\/Germany<\/li>\n
    9. Lab Course Mobile Embedded Systems<\/strong>
      \n(WS 2015\/16 – SS 2017) held at the University of Passau in Passau\/Germany<\/li>\n
    10. Lab Course Programming in Java<\/strong>
      \n(\u00dcbung Programmierung in Java)
      \n(5 ECTS, WS 2014\/15 – SS 2017) held at the University of Passau in Passau\/Germany<\/li>\n
    11. Direction (WS 99\/00 – SS 02) Laboratory Course on System and Circuit Design 1
      \n(       Praktikum System- und Schaltungstechnik 1<\/a>)<\/strong>
      \nV2: Signalerfassung und -analyse<\/li>\n
    12. Direction (WS 99\/00 – SS 02) Laboratory Course on System and Circuit Design 2
      \n(      Praktikum System- und Schaltungstechnik 2<\/a>)<\/strong>
      \nV9: Entwurf und Realisierung analoger und digitaler Filter<\/li>\n
    13. Experiment Direction Laboratory Practical Aspects of Human-Machine Communication ( Praktikum Praxis der Mensch-Maschine-Kommunikation<\/a>)<\/strong>
      \nAdaption von emotionaler Sprache (SS 05)
      \nAutomatische Multimodale Emotionserkennung (SS 04)
      \nEmotionale Mensch-Maschine-Interaktion (SS 02)
      \nDesign eines nat\u00fcrlichsprachlichen MMIs (SS 01, WS 01\/02)
      \nExperimente mit einem Spracherkennungssystem (WS 00\/01)<\/li>\n<\/ol>\n

      Seminars<\/h4>\n
        \n
      1. Seminar Sports Informatics (Bachelor)
        \n<\/strong>(4 ECTS, SS 2018 – WS 2019\/20) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
      2. Seminar Sports Informatics (Master)
        \n<\/strong>(4 ECTS, SS 2018 – WS 2019\/20) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
      3. Seminar Computer Audition (Bachelor)
        \n<\/strong>(4 ECTS, SS 2018 – WS 2019\/20) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
      4. Seminar Computer Audition (Master)
        \n<\/strong>(4 ECTS, SS 2018 – WS 2019\/20) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
      5. Seminar Embedded Intelligence for Health Care and Wellbeing (Bachelor)<\/strong>
        \n(4 ECTS, WS 2017\/18 – WS 2019\/20) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
      6. Seminar Embedded Intelligence for Health Care and Wellbeing (Master)<\/strong>
        \n(4 ECTS, WS 2017\/18 – WS 2019\/20) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
      7. Oberseminar Embedded Intelligence for Health Care and Wellbeing<\/strong>
        \n(since WS 2017\/18) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
      8. Seminar Digital Health (Master)
        \n<\/strong>(4 ECTS, SS 2020 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
      9. Seminar Digital Health (Bachelor)
        \n<\/strong>(4 ECTS, SS 2020 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
      10. Seminar Computational Intelligence (Master)<\/strong>
        \n(4 ECTS, SS 2020 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
      11. Seminar Computational Intelligence (Bachelor)<\/strong>
        \n(4 ECTS, SS 2020 – SS 2023) held at the University of Augsburg in Augsburg\/Germany<\/li>\n
      12. Blockseminar Affective and Behavioral Computing<\/strong>
        \n(3 ECTS, WS\u00a02016\/17 – SS 2017) held at the University of Passau in Passau\/Germany<\/li>\n
      13. Blockseminar Intelligent Systems<\/strong>
        \n(3 ECTS, SS 2015 – SS 2017) held at the University of Passau in Passau\/Germany<\/li>\n
      14. Master Seminar on Complex and Intelligent Systems
        \n(Seminar Komplexe und Intelligente Systeme)<\/strong>
        \n(4 ECTS, SS 2015 – SS 2017) held at the University of Passau in Passau\/Germany<\/li>\n
      15. Bachelor Seminar on Complex and Intelligent Systems
        \n(Seminar Komplexe und Intelligente Systeme)<\/strong>
        \n(4 ECTS, SS 2015 – SS 2017) held at the University of Passau in Passau\/Germany<\/li>\n
      16. Seminar on Complex and Intelligent Systems
        \n(Oberseminar Komplexe und Intelligente Systeme)<\/strong>
        \n(4 ECTS, WS 2015\/16 – SS 2017) held at the University of Passau in Passau\/Germany<\/li>\n
      17. Seminar on Intelligent Mobile Sensing
        \n(Seminar Intelligente Mobile Sensorik)<\/strong>
        \n(4 ECTS, SS 2013) held at the University of Passau in Passau\/Germany<\/li>\n
      18. Direction Hauptseminar on Current Questions in Human-Machine-Communication
        \n(Hauptseminar Mensch-Maschine-Kommunikation)<\/strong>
        \n(5 ECTS, SS 2013 – SS 2014) held at TUM in Munich\/Germany<\/li>\n
      19. Direction Seminar on Human-Machine Communication
        \n(Oberseminar Mensch-Maschine-Kommunikation)<\/strong>
        \n(3 ECTS, SS 2010 – SS 2014) held at TUM in Munich\/Germany<\/li>\n
      20. Direction Seminar on Work in Progress In Human-Machine Communication
        \n(Oberseminar Laufende Arbeiten zur Mensch-Maschine-Kommunikation)<\/strong>
        \n(3 ECTS, SS 2002 – SS 2014) held at TUM in Munich\/Germany<\/li>\n
      21. Direction (WS 03\/04) Hauptseminar on Current Questions in Human-Machine-Communication ( Hauptseminar Mensch-Maschine-Kommunikation<\/a>)<\/strong>
        \nSupervised students:
        \nNorbert Binder (WS 00\/01): Fehlerrobuste Mensch-Maschine-Interaktion
        \nStephan Reiter (SS 01): Usability Engineering – Potential und Technik
        \nFlorian H\u00f6rger (WS 01\/02): Grundfrequenz F0 eines Sprachsignals – Potenzial und Sch\u00e4tzung
        \nPhilipp Huber (SS 02): Automatische Emotionserkennung aus dem Sprachsignal
        \nRonald M\u00fcller (WS 02\/03): Query by humming als musikalische Benutzerschnittstelle
        \nPhilippe Dupraz (WS 03\/04): Emotionserkennung in nat\u00fcrlichsprachlichen \u00c4u\u00dferungen
        \nMichael H\u00f6chstetter (SS 06): Verfahren zur automatischen Transkription von Musikst\u00fccken
        \nFlorian Eyben (SS 07): Rhythmusmerkmale in der Musiksuche
        \nBenedikt Gollan (SS 08): Automatische Erkennung der Tonart in MP3 Audiost\u00fccken<\/li>\n<\/ol>\n

        \"Ready.\"<\/p>\n","protected":false},"excerpt":{"rendered":"

        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\u2026<\/p>\n

        Continue reading<\/span><\/i><\/a> <\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-253","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/www.schuller.it\/bws\/index.php?rest_route=\/wp\/v2\/pages\/253","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.schuller.it\/bws\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.schuller.it\/bws\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.schuller.it\/bws\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.schuller.it\/bws\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=253"}],"version-history":[{"count":33,"href":"http:\/\/www.schuller.it\/bws\/index.php?rest_route=\/wp\/v2\/pages\/253\/revisions"}],"predecessor-version":[{"id":7948,"href":"http:\/\/www.schuller.it\/bws\/index.php?rest_route=\/wp\/v2\/pages\/253\/revisions\/7948"}],"wp:attachment":[{"href":"http:\/\/www.schuller.it\/bws\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=253"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}