Philipp Koch, M.Sc.
Research Associate
Institute for Signal Processing
University of Luebeck
Ratzeburger Allee 160
23562 Lübeck
Gebäude 64, 1. OG, Raum 25
| Email: | ph.koch(at)uni-luebeck.de |
| Phone: | +49 451 3101 5813 |
Arbeitsgebiet
Publications
2021
Huy
Phan,
Huy Le
Nguyen,
Oliver Y
Chén,
Lam
Pham,
Philipp
Koch,
Ian
McLoughlin, and
Alfred
Mertins,
Multi-view Audio and Music Classification,
in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
,
2021.
pp. 611--615.
Huy
Phan,
Huy Le
Nguyen,
Oliver Y
Chén,
Philipp
Koch,
Ngoc QK
Duong,
Ian
McLoughlin, and
Alfred
Mertins,
Self-attention generative adversarial network for speech enhancement,
in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
,
2021.
pp. 7103--7107.
Huy
Phan,
Huy Le
Nguyen,
Oliver Y
Chén,
Philipp
Koch,
Ngoc QK
Duong,
Ian
McLoughlin, and
Alfred
Mertins,
Self-attention generative adversarial network for speech enhancement,
in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
,
2021.
pp. 7103--7107.
Philipp
Koch,
Kamran
Mohammad-Zadeh,
Marco
Maaß,
Mark
Dreier,
Ole
Thomsen,
Tim J.
Parbs,
Huy
Phan, and
Alfred
Mertins,
sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks,
in 43nd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)
,
2021.
pp. 6519--6523.
| DOI: | 10.1109/EMBC46164.2021.9630042 |
Philipp
Koch,
Kamran
Mohammad-Zadeh,
Marco
Maaß,
Mark
Dreier,
Ole
Thomsen,
Tim J.
Parbs,
Huy
Phan, and
Alfred
Mertins,
sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks,
in 43nd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)
,
2021.
pp. 6519--6523.
| DOI: | 10.1109/EMBC46164.2021.9630042 |
Huy
Phan,
Oliver Y
Chén,
Minh C
Tran,
Philipp
Koch,
Alfred
Mertins, and
Maarten De
Vos,
XSleepNet: Multi-view sequential model for automatic sleep staging,
IEEE Transactions on Pattern Analysis and Machine Intelligence
,
2021.
Huy
Phan,
Oliver Y
Chén,
Minh C
Tran,
Philipp
Koch,
Alfred
Mertins, and
Maarten De
Vos,
XSleepNet: Multi-view sequential model for automatic sleep staging,
IEEE Transactions on Pattern Analysis and Machine Intelligence
,
2021.
Huy
Phan,
Huy Le
Nguyen,
Oliver Y
Chén,
Lam
Pham,
Philipp
Koch,
Ian
McLoughlin, and
Alfred
Mertins,
Multi-view Audio and Music Classification,
in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
,
2021.
pp. 611--615.
2020
H.
Phan,
K.
Mikkelsen,
O. Y.
Chen,
P.
Koch,
A.
Mertins,
P.
Kidmose, and
M. De
Vos,
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization,
Physiological Measurement
,
vol. 41,
pp. Article ID 064004,
2020.
H.
Phan,
O. Y.
Chen,
P.
Koch,
Z.
Lu,
I.
McLoughlin,
A.
Mertins, and
M. De Vos.,
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning,
IEEE Transactions on Biomedical Engineering (TBME)
,
2020.
H.
Phan,
O. Y.
Chen,
P.
Koch,
Z.
Lu,
I.
McLoughlin,
A.
Mertins, and
M. De Vos.,
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning,
IEEE Transactions on Biomedical Engineering (TBME)
,
2020.
Philipp
Koch,
Mark
Dreier,
Marco
Maaß,
Huy
Phan, and
Alfred
Mertins,
RNN With Stacked Architecture for sEMG based Sequence-to-Sequence Hand Gesture Recognition,
in 28th European Signal Processing Conference (EUSIPCO)
,
2020.
pp. 1600-1604.
Philipp
Koch,
Mark
Dreier,
Marco
Maaß,
Huy
Phan, and
Alfred
Mertins,
RNN With Stacked Architecture for sEMG based Sequence-to-Sequence Hand Gesture Recognition,
in 28th European Signal Processing Conference (EUSIPCO)
,
2020.
pp. 1600-1604.
Philipp
Koch,
Mark
Dreier,
Anna
Larsen,
Tim J.
Parbs,
Marco
Maaß,
Huy
Phan, and
Alfred
Mertins,
Regression of Hand Movements from sEMG Data with Recurrent Neural Networks,
in 42nd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)
,
2020.
pp. 3783--3787.
Philipp
Koch,
Mark
Dreier,
Anna
Larsen,
Tim J.
Parbs,
Marco
Maaß,
Huy
Phan, and
Alfred
Mertins,
Regression of Hand Movements from sEMG Data with Recurrent Neural Networks,
in 42nd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)
,
2020.
pp. 3783--3787.
H.
Phan,
K.
Mikkelsen,
O. Y.
Chen,
P.
Koch,
A.
Mertins,
P.
Kidmose, and
M. De
Vos,
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization,
Physiological Measurement
,
vol. 41,
pp. Article ID 064004,
2020.
M.
Maaß,
C.
Droigk,
F.
Katzberg,
P.
Koch, and
A.
Mertins,
A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging,
in 28th European Signal Processing Conference (EUSIPCO 2020)
,
2020.
pp. 2135--2139.
| File: |  maass2020c.pdf
|
H.
Phan,
L.
Pham,
P.
Koch,
N. Q. K.
Duong,
I.
McLoughlin, and
A.
Mertins,
On Multitask Loss Function for Audio Event Detection and Localization,
in 5th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2020)
,
2020.
pp. 160-164.
H.
Phan,
L.
Pham,
P.
Koch,
N. Q. K.
Duong,
I.
McLoughlin, and
A.
Mertins,
On Multitask Loss Function for Audio Event Detection and Localization,
in 5th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2020)
,
2020.
pp. 160-164.
H.
Phan,
I. V.
McLoughlin,
L.
Pham,
O. Y.
Chen,
P.
Koch,
M. De
Vos, and
A.
Mertins,
Improving GANs for Speech Enhancement,
IEEE Signal Processing Letters
,
vol. 27,
pp. 1700-1704,
2020.
| DOI: | 10.1109/LSP.2020.3025020 |
H.
Phan,
I. V.
McLoughlin,
L.
Pham,
O. Y.
Chen,
P.
Koch,
M. De
Vos, and
A.
Mertins,
Improving GANs for Speech Enhancement,
IEEE Signal Processing Letters
,
vol. 27,
pp. 1700-1704,
2020.
| DOI: | 10.1109/LSP.2020.3025020 |
M.
Maaß,
C.
Droigk,
F.
Katzberg,
P.
Koch, and
A.
Mertins,
A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging,
in 28th European Signal Processing Conference (EUSIPCO 2020)
,
2020.
pp. 2135--2139.
| File: | maass2020c.pdf
|
2019
P.
Koch,
M.
Dreier,
M.
Böhme,
M.
Maaß,
H.
Phan, and
A.
Mertins,
Inhomogeneously Stacked RNN for Recognizing Hand Gestures from Magnetometer Data,
in 2019 27th European Signal Processing Conference (EUSIPCO)
,
2019.
pp. 1-5.
Christine
Droigk,
Marco
Maaß,
Philipp
Koch,
Anita
Möller, and
Alfred
Mertins,
Multiresolution Magnetic Particle Imaging of Vessel Structures with Support Detection,
in 9th International Workshop on Magnetic Particle Imaging (IWMPI 2019)
,
New York, USA:
Infinite Science Publishing,
2019.
pp. 113-114.
| File: | Droigk2019_Multiresolution_Magnetic_Particle_Imaging_of_Vessel_Structures_with_Support_Detection.pdf
|
Christine
Droigk,
Marco
Maaß,
Philipp
Koch,
Anita
Möller, and
Alfred
Mertins,
Multiresolution Magnetic Particle Imaging of Vessel Structures with Support Detection,
in 9th International Workshop on Magnetic Particle Imaging (IWMPI 2019)
,
New York, USA:
Infinite Science Publishing,
2019.
pp. 113-114.
| File: | Droigk2019_Multiresolution_Magnetic_Particle_Imaging_of_Vessel_Structures_with_Support_Detection.pdf
|
