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