64 citations · 88 across the 6 of their papers we have counts for
5 papers
Towards Audio Domain Adaptation for Acoustic Scene Classification using Disentanglement Learning
Jakob Abeßer, Meinard Müller
The deployment of machine listening algorithms in real-life applications is often impeded by a domain shift caused for instance by different microphone characteristics. In this pap…
Unsupervised Domain Adaptation for Acoustic Scene Classification Using Band-Wise Statistics Matching
Alessandro Ilic Mezza, Emanuël A. P. Habets, Meinard Müller +1
The performance of machine learning algorithms is known to be negatively affected by possible mismatches between training (source) and test (target) data distributions. In fact, th…
MIDI-Sheet Music Alignment Using Bootleg Score Synthesis
Thitaree Tanprasert, Teerapat Jenrungrot, Meinard Mueller +1
MIDI-sheet music alignment is the task of finding correspondences between a MIDI representation of a piece and its corresponding sheet music images. Rather than using optical music…
Musical Tempo and Key Estimation using Convolutional Neural Networks with Directional Filters
Hendrik Schreiber, Meinard Müller
In this article we explore how the different semantics of spectrograms' time and frequency axes can be exploited for musical tempo and key estimation using Convolutional Neural Net…
Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies
Meinard Müller, Andreas Arzt, Stefan Balke +2
There has been a rapid growth of digitally available music data, including audio recordings, digitized images of sheet music, album covers and liner notes, and video clips. This hu…