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 | 160 | 2015 |
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 | 143 | 2016 |
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 | 85 | 2017 |
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 | 84 | 2017 |
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 | 37 | 2016 |
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 | 34 | 2017 |
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 | 33 | 2016 |
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 | 28 | 2019 |
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 | 25 | 2017 |
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 | 23 | 2018 |
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 | 22 | 2018 |
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 | 22 | 2018 |
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 | 22 | 2015 |
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 | 21 | 2016 |
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 | 20 | 2020 |
On the representation of magnetic particle imaging in Fourier space M Maass, A Mertins International Journal on Magnetic Particle Imaging IJMPI 6 (1), 2020 | 20 | 2020 |
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 | 19 | 2015 |
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 | 17 | 2017 |
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 | 15 | 2016 |
RNN With Stacked Architecture for sEMG based Sequence-to-Sequence Hand Gesture Recognition P Koch, M Dreier, M Maass, H Phan, A Mertins 2020 28th European Signal Processing Conference (EUSIPCO), 1600-1604, 0 | 14 | |