Lecture: Introduction¶
In this lecture, we go through organizational and administrative aspects of the lecture "Music Processing Analysis" offered in the Winter Semester 2022/2023. Furthermore, we give a general overview of various music processing tasks and techniques as covered in the lecture.
Reading Assignments¶
- Preface
- View: A First Course in Music Processing
- View: Introduction to Fourier Analysis and Applications
- View: Data Representations and Algorithms
Slides¶
- Course Overview: Slides (PDF), Handouts (6 slides per page) (PDF)
- Introduction to Music Processing: Slides (PDF), Handouts (6 slides per page) (PDF)
- Introduction to FMP Notebooks: Slides (PDF), Handouts (6 slides per page) (PDF)
Videos¶
- FAU Good Practice Scenaren zur Digitalen Lehre: Music Processing Analysis (5:36)
Short to Lecture "Music Processing Analysis" (in German) - FAU – Knowledge in Motion (2:31)
Short introduction to FAU; impressions - International Audio Laboratories Erlangen (AudioLabs) (3:54)
General introduction to AudioLabs; research cooperation; Fraunhofer IIS; FAU; PhD students; research topics - Advanced Signal Processing and Communications Engineering (ASC) (4:03)
General Introduction to ASC; Elite Master’s programme; Elite Network of Bavaria; students; mentoring; research projects - Music Processing using Chroma Features (17:37)
Music representations; music synchronization; interpretation switcher; audio features; chroma; alignment; dynamic time warping; score following - Das ist Haydn. Ganz sicher! – Christof Weiss, KlarText Preisträger 2018 (5:53)
Wissenschaftskommunikation; Musikklassifikation; Musikstil; Tonhöhen; Merkmale; Barock; Klassik; Romantik; Moderne; Intervalle; Zusammenklang; Harmonik - Music Information Retrieval using Scikit-learn (1:01:21)
Presentation by Steve Tjoa; What is music information retrieval (MIR)? Typical MIR tasks;
