Philipp Koch
Title
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Cited by
Year
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
592017
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
492017
Improving GANs for speech enhancement
H Phan, IV McLoughlin, L Pham, OY Chén, P Koch, M De Vos, A Mertins
IEEE Signal Processing Letters 27, 1700-1704, 2020
372020
Towards more accurate automatic sleep staging via deep transfer learning
H Phan, OY Chén, P Koch, Z Lu, I McLoughlin, A Mertins, M De Vos
IEEE Transactions on Biomedical Engineering 68 (6), 1787-1798, 2020
312020
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
292016
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
262017
Deep transfer learning for single-channel automatic sleep staging with channel mismatch
H Phan, OY Chén, P Koch, A Mertins, M De Vos
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
192019
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
182018
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
182016
XSleepNet: Multi-view sequential model for automatic sleep staging
H Phan, OY Chén, MC Tran, P Koch, A Mertins, M De Vos
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
172021
Personalized automatic sleep staging with single-night data: a pilot study with Kullback–Leibler divergence regularization
H Phan, K Mikkelsen, OY Chén, P Koch, A Mertins, P Kidmose, M De Vos
Physiological measurement 41 (6), 064004, 2020
162020
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
152017
Spatio-temporal attention pooling for audio scene classification
H Phan, OY Chén, L Pham, P Koch, M De Vos, I McLoughlin, A Mertins
arXiv preprint arXiv:1904.03543, 2019
142019
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
142018
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
122018
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
122017
Unifying isolated and overlapping audio event detection with multi-label multi-task convolutional recurrent neural networks
H Phan, OY Chén, P Koch, L Pham, I McLoughlin, A Mertins, M De Vos
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
112019
CNN-LTE: a class of 1-X pooling convolutional neural networks on label tree embeddings for audio scene recognition
H Phan, L Hertel, M Maass, P Koch, A Mertins
arXiv preprint arXiv:1607.02303, 2016
102016
On multitask loss function for audio event detection and localization
H Phan, L Pham, P Koch, NQK Duong, I McLoughlin, A Mertins
arXiv preprint arXiv:2009.05527, 2020
92020
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
82019
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