1 code implementation • 1 Mar 2024 • Marco Maass, Tobias Kluth, Christine Droigk, Hannes Albers, Konrad Scheffler, Alfred Mertins, Tobias Knopp
Magnetic particle imaging is a tracer-based tomographic imaging technique that allows the concentration of magnetic nanoparticles to be determined with high spatio-temporal resolution.
no code implementations • 14 Mar 2017 • Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maass, Radoslaw Mazur, Alfred Mertins
We introduce in this work an efficient approach for audio scene classification using deep recurrent neural networks.
no code implementations • 8 Jul 2016 • Huy Phan, Lars Hertel, Marco Maass, Philipp Koch, Alfred Mertins
This category taxonomy is then used in the feature extraction step in which an audio scene instance is represented by a label tree embedding image.
no code implementations • 8 Jul 2016 • Huy Phan, Lars Hertel, Marco Maass, Philipp Koch, Alfred Mertins
The regression phase is then carried out to let the positive audio segments vote for the event onsets and offsets, and therefore model the temporal structure of audio events.
no code implementations • 25 Jun 2016 • Huy Phan, Lars Hertel, Marco Maass, Philipp Koch, Alfred Mertins
We present in this paper an efficient approach for acoustic scene classification by exploring the structure of class labels.
no code implementations • 29 Apr 2016 • Huy Phan, Marco Maass, Lars Hertel, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
The entries of the descriptor are produced by evaluating a set of regressors on the input signal.
1 code implementation • 21 Apr 2016 • Huy Phan, Lars Hertel, Marco Maass, Alfred Mertins
We present in this paper a simple, yet efficient convolutional neural network (CNN) architecture for robust audio event recognition.