This information is about a former employee. It may be outdated.
Michael Krause, M.Sc.
- Supervisor: Prof. Dr. Meinard Müller
ORCID: 0000-0001-7194-0719
DBLPPlease also check my publications page. You can find more of my academic works (such as my theses and reports) on my personal website!
Research Interests
- Music Information Retrieval
- Musical Sound Event Detection
- Leitmotifs
- Singing
- Instruments
- Differentiable Digital Signal Processing
- Soft Dynamic Time Warping
- Deep Learning
- Computer Vision
- Multi-Object Tracking and Segmentation
Accompanying Websites for Publications
- Code/Models for paper: Weakly Supervised Multi-Pitch Estimation Using Cross-Version Alignment
- Dataset/Code/Models for paper: A Cross-Version Approach to Audio Representation Learning for Orchestral Music
- Dataset for paper: Hierarchical Classification for Instrument Activity Detection in Orchestral Music Recordings
- Code for paper: Soft Dynamic Time Warping for Multi-Pitch Estimation and Beyond
- Dataset for paper: Towards Leitmotif Activity Detection in Opera Recordings
- Dataset for paper: Classifying Leitmotifs in Recordings of Operas by Richard Wagner
CV
- 2019–2023: PhD Student at International Audio Laboratories Erlangen (Thesis: Activity Detection for Sound Events in Orchestral Music Recordings)
- 2017–2019: Postgraduate studies of Computer Science at RWTH Aachen University
- 2013–2017: Undergraduate studies of Computer Science at RWTH Aachen University
Teaching
- Instructor for the exercise accompanying the lecture "Music Processing Analysis", Winter Term 2022/2023
- Instructor for the exercise accompanying the lecture "Music Processing Analysis", Winter Term 2021/2022
- Tutor for seminar "Audio Processing Seminar", Winter Term 2021/2022
- Instructor for the exercise accompanying the lecture "Music Processing Analysis", Winter Term 2020/2021
- Assistant and tutor for lab "Audio Processing Laboratory", Winter Term 2020/2021
- Assistant and tutor for lab "Audio Processing Laboratory", Summer Term 2020
- Tutor for lab "Audio Processing Laboratory", Winter Term 2019/2020
- Tutor for lecture "Algorithmic Game Theory", RWTH Aachen University, Summer Term 2017
- Tutor for lecture "Programming", RWTH Aachen University, Winter Term 2014/15
Former and Current Students
- Sebastian Strahl: HiWi
- Michael Fast: Research Internship, Master Thesis
- Daniel Scheller: HiWi
- Thomas Neher: Research Internship, Master Thesis
- Halil Erdogan: HiWi, Research Internship, Master Thesis
- Carmelo Fascella: Master Thesis
- Tim Zunner: Master Thesis
- Seyed Mohammad Amin Heydarshahi: HiWi
- Edgar Andrés Suárez Guarnizo: Master Thesis
- David Kopyto: Master Thesis