Philipp Koch, M.Sc.

@InProceedings{Phan2021,
  author    = {Huy Phan and Huy Le Nguyen and Oliver Y Chén and Lam Pham and Philipp Koch and Ian McLoughlin and Alfred Mertins},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  title     = {Multi-view Audio and Music Classification},
  year      = {2021},
  pages     = {611--615},
}

@InProceedings{Koch2021,
  author    = {Koch, Philipp and Mohammad-Zadeh, Kamran and Maass, Marco and Dreier, Mark and Thomsen, Ole and Parbs, Tim J. and Phan, Huy and Mertins, Alfred},
  title     = {sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks},
  booktitle = {43nd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)},
  year      = {2021},
  pages     = {6519--6523},
doi = {10.1109/EMBC46164.2021.9630042},
}

@Article{Phan2021b,
  author  = {Huy Phan and Oliver Y Chén and Minh C Tran and Philipp Koch and Alfred Mertins and Maarten De Vos},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  title   = {XSleepNet: Multi-view sequential model for automatic sleep staging},
  year    = {2021},
}

@InProceedings{Phan2021a,
  author    = {Huy Phan and Huy Le Nguyen and Oliver Y Chén and Philipp Koch and Ngoc QK Duong and Ian McLoughlin and Alfred Mertins},
  booktitle = {Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  title     = {Self-attention generative adversarial network for speech enhancement},
  year      = {2021},
  pages     = {7103--7107},
}

@InProceedings{maass2020c,
  author    = {Maass, M. and Droigk, C. and Katzberg, F. and Koch, P. and Mertins, A.},
  booktitle = {28th European Signal Processing Conference (EUSIPCO 2020)},
  title     = {A Recovery Algorithm based on the Kaczmarz Algorithm and ADMM Splitting with Application to Convex Optimization in Magnetic Particle Imaging},
  month = {September},
  year      = {2020},
  pages    = {2135--2139},
}

@article{phan2020improving,
author={H. Phan and I. V. McLoughlin and L. Pham and O. Y. Chén and P. Koch and M. De Vos and A. Mertins},

  journal={IEEE Signal Processing Letters}, 

  title={Improving GANs for Speech Enhancement}, 

  year={2020},

  volume={27},

  number={},

  pages={1700-1704},

  doi={10.1109/LSP.2020.3025020}}

@Conference{Phan2020a,
  author    = {H. Phan and L. Pham and P. Koch and N. Q. K. Duong and I. McLoughlin and A. Mertins},
  booktitle = {5th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2020)},
  title     = {On Multitask Loss Function for Audio Event Detection and Localization},
  year      = {2020},
  pages     = {160-164},
}

@Article{Phan2020d,
  author  = {H. Phan and K. Mikkelsen and O. Y. Chén and P. Koch and A. Mertins and P. Kidmose and M. De Vos},
  journal = {Physiological Measurement},
  title   = {Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization},
  year    = {2020},
  pages   = {Article ID 064004},
  volume  = {41},
}

@InProceedings{Koch2020a,
  author    = {Koch, Philipp and Dreier, Mark and Larsen, Anna and Parbs, Tim J. and Maass, Marco and Phan, Huy and Mertins, Alfred},
  title     = {Regression of Hand Movements from sEMG Data with Recurrent Neural Networks},
  booktitle = {42nd Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC)},
  year      = {2020},
  pages     = {3783--3787},
}

@InProceedings{Koch2020b,
  author    = {Koch, Philipp and Dreier, Mark and Maass, Marco and Phan, Huy and Mertins, Alfred},
  title     = {RNN With Stacked Architecture for sEMG based Sequence-to-Sequence Hand Gesture Recognition},
  booktitle = {28th European Signal Processing Conference (EUSIPCO)},
  year      = {2020},
  pages     = {1600-1604},
}

@Article{Phan2020b,
  author  = {H. Phan and O. Y. Chén and P. Koch and Z. Lu and I. McLoughlin and A. Mertins and M. De Vos. ,},
  journal = {IEEE Transactions on Biomedical Engineering (TBME)},
  title   = {Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning},
  year    = {2020},
  }

@INPROCEEDINGS{8903132,
  author={P. Koch and M. Dreier and M. Böhme and M. Maass and H. Phan and A. Mertins},
  booktitle={2019 27th European Signal Processing Conference (EUSIPCO)}, 
  title={Inhomogeneously Stacked RNN for Recognizing Hand Gestures from Magnetometer Data}, 
  year={2019},
  volume={},
  number={},
  pages={1-5},}

@InProceedings{phan2019a,
  author    = {Phan, H. and Chen, O. Y. and Koch, P. and Pham, L. and McLoughlin, I. and Mertins, A. and De Vos, M.},
  title     = {Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks},
  booktitle = {Proc. 44 th IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2019)},
  year      = {2019},
  address   = {Brighton, UK},
  month     = {May},
}

@InProceedings{phan2019e,
  author    = {H. Phan and O. Y. Chén and L. Pham and P. Koch and De Vos, M. and I. McLoughlin and A. Mertins},
  title     = {Spatio-Temporal Attention Pooling for Audio Scene Classification},
  booktitle = {Proc. 20th Annual Conference of the International Speech Communication Association (Interspeech)},
  year      = {2019},
  pages     = {3845-3849},
  address   = {Graz, Austria},
  month     = {July},
}

@inproceedings{droigk2019multiresolution,
Author = {Droigk, Christine and Maass, Marco and Koch, Philipp and Möller, Anita and Mertins, Alfred}, 
Title = {Multiresolution Magnetic Particle Imaging of Vessel Structures with Support Detection}, 
Year = {2019}, 
Pages = {113-114}, 
Booktitle = {9th International Workshop on Magnetic Particle Imaging (IWMPI 2019)}, 
publisher = {Infinite Science Publishing},
address = {New York, USA}, 
month = {March},
}

@inproceedings{koch2019a,
Author = {Koch, P.  and Maass, M. and Bruhns, M. and Droigk, C.  and Parbs, T. J. and Mertins, A.}, 
Title = {Neural Network for Reconstruction of MPI Images}, 
Year = {2019}, 
Pages = {39--40}, 
Booktitle = {9th International Workshop on Magnetic Particle Imaging (IWMPI 2019)}, 
publisher = {Infinite Science Publishing},
address = {New York, USA}, 
month = {March},
}

@InProceedings{phan2019c,
  author    = {H. Phan and O. Y. Chén and P. Koch and A. Mertins and De Vos, M.},
  title     = {Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging},
  booktitle = {Proc. 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
  year      = {2019},
  pages     = {1829-1833},
  address   = {Berlin, Germany},
  month     = {July},
}

@InProceedings{phan2019d,
  author    = {H. Phan and O. Y. Chén and P. Koch and A. Mertins and De Vos, M.},
  title     = {Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch},
  booktitle = {Proc. 27th European Signal Processing Conference (EUSIPCO)},
  year      = {2019},
  address   = {A Coruna, Spain},
  month     = {September},
}

@InProceedings{phan2019b,
  author    = {H. Phan and O. Y. Chén and P. Koch and L. Pham and I. McLoughlin and A. Mertins and De Vos, M.},
  title     = {Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?},
  booktitle = {Proc. 2019 AES Conference on Audio Forensics},
  year      = {2019},
  address   = {Porto, Portugal},
  month     = {June},
}

@InProceedings{Maass2019,
  author    = {Maass, M. and Droigk, C. and Koch, P. and Mertins, A.},
  title     = {A Strategy for the Extension of the Kaczmarz Algorithm to Different Priors},
  Booktitle = {9th International Workshop on Magnetic Particle Imaging (IWMPI 2019)}, 
  year      = {2019},
Pages = {111-112}, 
publisher = {Infinite Science Publishing},
address = {New York, USA}, 
month = { March},
}

@INPROCEEDINGS{8856844,
  author={P. Koch and M. Dreier and M. Maass and M. Böhme and H. Phan and A. Mertins},
  booktitle={2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}, 
  title={A Recurrent Neural Network for Hand Gesture Recognition based on Accelerometer Data}, 
  year={2019},
  volume={},
  number={},
  pages={5088-5091},}

@InProceedings{Koch2019b,
  author    = {Koch, P. and Brügge, N. and Phan, H. and Maass, M. and Mertins, A.},
  title     = {Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data},
  booktitle = {Proc. 44 th IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2019)},
  year      = {2019},
  address   = {Brighton, UK},
  month     = {May},
}

@InProceedings{koch2018a,
  author    = {Philipp Koch and Huy Phan and Marco Maass and Fabrice Katzberg and Alfred Mertins},
  title     = {Recurrent Neural Network Based Early Prediction of Future Hand Movements},
  booktitle = {Proc. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018)},
  year      = {2018},
  address   = {Honolulu, Hawaii, United States},
  month     ={July}
}

@InProceedings{koch2018b,
  author    = {Philipp Koch and Huy Phan and Marco Maass and Fabrice Katzberg and  Radoslaw Mazur and Alfred Mertins},
  title     = {Recurrent Neural Networks with Weighting Loss for Early Prediction of Hand Movements},
  booktitle = {26th European Signal Processing Conference (EUSIPCO 2018)},
  year      = {2018},
  address   = {Rome, Italy},
  month     = {September} 
}

@InProceedings{Maass2018c,
  author    = {Marco Maass and Philipp Koch and Fabrice Katzberg and Alfred Mertins},
  title     = {Simultaneous Estimation of a System Matrix by Compressed Sensing and Finding Optimal Regularization Parameters for the Inversion Problem},
  booktitle = {Proc. 26th European Signal Processing Conference (EUSIPCO 2018)},
  year      = {2018},
pages={1964--1968},
  address   = {Rome, Italy},
  month     = {September},
}