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Marco Maaß
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Random regression forests for acoustic event detection and classification
H Phan, M Maaß, R Mazur, A Mertins
Audio, Speech, and Language Processing, IEEE/ACM Transactions on 23 (1), 20-31, 2015
1492015
Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks
H Phan, L Hertel, M Maass, A Mertins
arXiv preprint arXiv:1604.06338, 2016
1372016
Improved Audio Scene Classification Based on Label-Tree Embeddings and Convolutional Neural Networks
H Phan, L Hertel, M Maass, P Koch, R Mazur, A Mertins
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (6), 1278 …, 2017
842017
Audio Scene Classification with Deep Recurrent Neural Networks
H Phan, P Koch, F Katzberg, M Maass, R Mazur, A Mertins
arXiv preprint arXiv:1703.04770, 2017
812017
Label tree embeddings for acoustic scene classification
H Phan, L Hertel, M Maass, P Koch, A Mertins
Proceedings of the 24th ACM international conference on Multimedia, 486-490, 2016
362016
Learning representations for nonspeech audio events through their similarities to speech patterns
H Phan, L Hertel, M Maass, R Mazur, A Mertins
IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (4), 807-822, 2016
322016
What makes audio event detection harder than classification?
H Phan, P Koch, F Katzberg, M Maass, R Mazur, I McLoughlin, A Mertins
2017 25th European Signal Processing Conference (EUSIPCO), 2739-2743, 2017
312017
A Recurrent Neural Network for Hand Gesture Recognition based on Accelerometer Data
P Koch, M Dreier, M Maass, M Böhme, H Phan, A Mertins
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
252019
Recurrent neural network based early prediction of future hand movements
P Koch, H Phan, M Maass, F Katzberg, A Mertins
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
232018
Sound-field measurement with moving microphones
F Katzberg, R Mazur, M Maass, P Koch, A Mertins
The Journal of the Acoustical Society of America 141 (5), 3220-3235, 2017
222017
A multi-channel fusion framework for audio event detection
H Phan, M Maass, L Hertel, R Mazur, A Mertins
2015 IEEE Workshop on Applications of Signal Processing to Audio and …, 2015
222015
Recurrent neural networks with weighting loss for early prediction of hand movements
P Koch, H Phan, M Maass, F Katzberg, R Mazur, A Mertins
2018 26th European Signal Processing Conference (EUSIPCO), 1152-1156, 2018
212018
On the representation of magnetic particle imaging in Fourier space
M Maass, A Mertins
International Journal on Magnetic Particle Imaging IJMPI 6 (1), 2020
202020
CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection
H Phan, L Hertel, M Maass, P Koch, A Mertins
arXiv preprint arXiv:1607.02306, 2016
202016
A Compressed Sensing Framework for Dynamic Sound-Field Measurements
F Katzberg, R Mazur, M Maass, P Koch, A Mertins
IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (11 …, 2018
182018
Early event detection in audio streams
H Phan, M Maass, R Mazur, A Mertins
2015 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2015
182015
Regression of Hand Movements from sEMG Data with Recurrent Neural Networks
P Koch, M Dreier, A Larsen, TJ Parbs, M Maass, H Phan, A Mertins
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
172020
CNN-LTE: a class of 1-X pooling convolutional neural networks on label tree embeddings for audio scene classification
H Phan, P Koch, L Hertel, M Maass, R Mazur, A Mertins
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
162017
Optimized compression of MPI system matrices using a symmetry-preserving secondary orthogonal transform
M Maass, K Bente, M Ahlborg, H Medimagh, H Phan, TM Buzug, ...
International Journal on Magnetic Particle Imaging IJMPI 2 (1), 2016
142016
Representing nonspeech audio signals through speech classification models
H Phan, L Hertel, M Maass, R Mazur, A Mertins
Proc. Interspeech, 3441-3445, 2015
132015
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