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: philipp.koch(at)dfki.de
Phone: +49 451 3101 5813

Arbeitsgebiet

Publications

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.
Bibtex: BibTeX
@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},}

2018

Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, and Alfred Mertins,
A Compressed Sensing Framework for Dynamic Sound-Field Measurements, IEEE/ACM Transactions on Audio, Speech, and Language Processing , vol. 26, no. 11, pp. 1962-1975, Nov. 2018.
File: katzberg2018c.pdf
Bibtex: BibTeX
@ARTICLE{katzberg2018c,
  author = {Katzberg, Fabrice and Mazur, Radoslaw and Maass, Marco and Koch, Philipp and Mertins, Alfred},
  title = {A Compressed Sensing Framework for Dynamic Sound-Field Measurements},
  journal = { IEEE/ACM Transactions on Audio, Speech, and Language Processing},
  year = {2018},
  volume = {26},
  pages = {1962-1975},
  number = {11},
  month = {November},
}
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Radoslaw Mazur, and Alfred Mertins,
Recurrent Neural Networks with Weighting Loss for Early Prediction of Hand Movements, in 26th European Signal Processing Conference (EUSIPCO 2018) , Rome, Italy , Sep.2018.
File: koch2018b.pdf
Bibtex: BibTeX
@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} 
}
Marco Maaß, Philipp Koch, Fabrice Katzberg, and Alfred Mertins,
Simultaneous Estimation of a System Matrix by Compressed Sensing and Finding Optimal Regularization Parameters for the Inversion Problem, in Proc. 26th European Signal Processing Conference (EUSIPCO 2018) , Rome, Italy , Sep.2018. pp. 1964--1968.
Bibtex: BibTeX
@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},
}
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, and Alfred Mertins,
Recurrent Neural Network Based Early Prediction of Future Hand Movements, in Proc. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018) , Honolulu, Hawaii, United States , Jul.2018.
File: koch2018a.pdf
Bibtex: BibTeX
@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}
}
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, and Alfred Mertins,
Compressive Sampling of Sound Fields Using Moving Microphones, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , Calgary, Canada , Apr.2018.
File: katzberg2018a.pdf
Bibtex: BibTeX
@InProceedings{katzberg2018a,
  Title                    = {Compressive Sampling of Sound Fields Using Moving Microphones},
  Author                   = {Katzberg, Fabrice and Mazur, Radoslaw and Maass, Marco and Koch, Philipp and Mertins, Alfred},
  Booktitle                = {Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  Year                     = {2018},
  Address                  = {Calgary, Canada},
  Month                    =  {April},
}
H. Phan, P. Koch, I. McLoughlin, and A. Mertins,
Enabling Early Audio Event Detection with Neural Networks, in Proc. 43rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , Calgary, Canada , Apr.2018.
File: phan2018a.pdf
Bibtex: BibTeX
@InProceedings{phan2018a,
  Title                    = {Enabling Early Audio Event Detection with Neural Networks},
  Author                   = {H. Phan and P. Koch and I. McLoughlin and A. Mertins},
  Booktitle                = {Proc. 43rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  Year                     = {2018},
  Address                  = {Calgary, Canada},
  Month                    = {April},
  Owner                    = {engs1778},
  Timestamp                = {2018.02.09}
}

2017

Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, and Alfred Mertins,
What Makes Audio Event Detection Harder than Classification?, in Proc. 25th European Signal Processing Conference (EUSIPCO 2017) , Kos island, Greece , Sep.2017.
File: phan2017d.pdf
Bibtex: BibTeX
@INPROCEEDINGS{phan2017d,
  author = {Huy Phan and Philipp Koch and Fabrice Katzberg and Marco Maass and
	Radoslaw Mazur and Ian McLoughlin and Alfred Mertins},
  title = {What Makes Audio Event Detection Harder than Classification?},
  booktitle = {Proc. 25th European Signal Processing Conference (EUSIPCO 2017)},
  year = {2017},
  address = {Kos island, Greece},
  month = {September},
  owner = {Phan},
  timestamp = {2017.05.26}
}
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, and Alfred Mertins,
Audio Scene Classification with Deep Recurrent Neural Networks, in Proc. 18th Annual Conference of the International Speech Communication Association (INTERSPEECH 2017) , Stockholm, Sweden , Aug.2017.
File: phan2017c.pdf
Bibtex: BibTeX
@INPROCEEDINGS{phan2017c,
  author = {Huy Phan and Philipp Koch and Fabrice Katzberg and Marco Maass and
	Radoslaw Mazur and Alfred Mertins},
  title = {Audio Scene Classification with Deep Recurrent Neural Networks},
  booktitle = {Proc. 18th Annual Conference of the International Speech Communication
	Association (INTERSPEECH 2017)},
  year = {2017},
  address = {Stockholm, Sweden},
  month = {August},
  owner = {Phan},
  timestamp = {2017.05.24}
}
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, and Alfred Mertins,
Early Prediction of Future Hand Movements Using s{EMG} Data, in Proc. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017) , Jeju Island, South Korea , Jul.2017.
File: koch2017a.pdf
Bibtex: BibTeX
@INPROCEEDINGS{koch2017a,
  author = {Philipp Koch and Huy Phan and Marco Maass and Fabrice Katzberg and
	Alfred Mertins},
  title = {Early Prediction of Future Hand Movements Using s{EMG} Data},
  booktitle = {Proc. 39th Annual International Conference of the IEEE Engineering
	in Medicine and Biology Society (EMBC 2017)},
  year = {2017},
  address = {Jeju Island, South Korea},
  month = {July},
  owner = {Koch},
  timestamp = {2017.08.18}
}
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Radoslaw Mazur, and Alfred Mertins,
Improved Audio Scene Classification based on Label Tree Embeddings and Convolutional Neural Networks, IEEE/ACM Trans. on Audio, Speech and Language Processing (TASLP) , vol. 25, no. 6, pp. 1278-1290, Jun. 2017.
DOI:10.1109/TASLP.2017.2690564
File: phan2017b.pdf
Bibtex: BibTeX
@ARTICLE{phan2017b,
  author = {Huy Phan and Lars Hertel and Marco Maass and Philipp Koch and Radoslaw
	Mazur and Alfred Mertins},
  title = {Improved Audio Scene Classification based on Label Tree Embeddings
	and Convolutional Neural Networks},
  journal = {IEEE/ACM Trans. on Audio, Speech and Language Processing (TASLP)},
  year = {2017},
  volume = {25},
  pages = {1278-1290},
  number = {6},
  month = {June},
  owner = {Phan},
  timestamp = {2017.02.25},
doi = {10.1109/TASLP.2017.2690564}
}
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, and Alfred Mertins,
Sound-Field Measurement with Moving Microphones, The Journal of the Acoustical Society of America , vol. 141, no. 5, pp. 3220-3235, May 2017.
File: katzberg2017c.pdf
Bibtex: BibTeX
@ARTICLE{katzberg2017c,
  author = {Katzberg, Fabrice and Mazur, Radoslaw and Maass, Marco and Koch, Philipp and Mertins, Alfred},
  title = {Sound-Field Measurement with Moving Microphones},
  journal = {The Journal of the Acoustical Society of America},
  year = {2017},
  volume = {141},
  pages = {3220-3235},
  number = {5},
  month = {May},
  url={http://asa.scitation.org/doi/10.1121/1.4983093},
  note={Copyright (2017) Acoustical Society of America. This article may be downloaded for personal use only. Any other use requires prior permission of the author and the Acoustical Society of America.}
}
H. Phan, P. Koch, L. Hertel, M. Maaß, R. Mazur, and A. Mertins,
{CNN-LTE:} a Class of 1-{X} Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Classification, in Proc. 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , New Orleans, USA , Mar.2017.
File: phan2017a.pdf
Bibtex: BibTeX
@INPROCEEDINGS{phan2017a,
  author = {H. Phan and P. Koch and L. Hertel and M. Maass and R. Mazur and A.
	Mertins},
  title = {{CNN-LTE:} a Class of 1-{X} Pooling Convolutional Neural Networks
	on Label Tree Embeddings for Audio Scene Classification},
  booktitle = {Proc. 42nd IEEE International Conference on Acoustics, Speech, and
	Signal Processing (ICASSP)},
  year = {2017},
  address = {New Orleans, USA},
  month = {March},
  owner = {Phan},
  timestamp = {2017.01.31}
}
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, and Alfred Mertins,
Measurement of Sound Fields Using Moving Microphones, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , New Orleans, USA , Mar.2017.
File: katzberg2016a.pdf
Bibtex: BibTeX
@InProceedings{katzberg2016a,
  Title                    = {Measurement of Sound Fields Using Moving Microphones},
  Author                   = {Katzberg, Fabrice and Mazur, Radoslaw and Maass, Marco and Koch, Philipp and Mertins, Alfred},
  Booktitle                = {Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
  Year                     = {2017},
  Address                  = {New Orleans, USA},
  Month                    = {March},
}
Fabrice Katzberg, Radoslaw Mazur, Marco Maaß, Philipp Koch, and Alfred Mertins,
Multigrid Reconstruction of Sound Fields Using Moving Microphones, in Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) , San Francisco, USA , Mar.2017.
File: katzberg2016b.pdf
Bibtex: BibTeX
@InProceedings{katzberg2016b,
  Title                    = {Multigrid Reconstruction of Sound Fields Using Moving Microphones},
  Author                   = {Katzberg, Fabrice and Mazur, Radoslaw and Maass, Marco and Koch, Philipp and Mertins, Alfred},
  Booktitle                = {Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA)},
  Year                     = {2017},

  Address                  = {San Francisco, USA},
  Month                    = {March},
}

2016

Max Schmiedel, Anita Moeller, Martin A. Koch, and Alfred Mertins,
Designing a compact MRI motion phantom, in Current Directions in Biomedical Engineering , Basel, Switzerland , Oct.2016. pp. 471-474.
DOI:10.1515/cdbme-2016-0104
File: schmiedel16.pdf
Bibtex: BibTeX
@INPROCEEDINGS{schmiedel16,
  author = {Schmiedel, Max and Moeller, Anita and Koch, Martin A. and Mertins,
	Alfred},
  title = {Designing a compact MRI motion phantom},
  booktitle = {Current Directions in Biomedical Engineering},
  year = {2016},
  volume = {2},
  number = {1},
  pages = {471-474},
  address = {Basel, Switzerland},
  month = {Oct},
  doi = {10.1515/cdbme-2016-0104}
}
H. Phan, L. Hertel, M. Maaß, P. Koch, and A. Mertins,
Label Tree Embeddings for Acoustic Scene Classification, in Proc. 24th ACM International Multimedia Conference (ACM Multimedia 2016) , Amsterdam, The Netherlands , Oct.2016.
File: phan2016d.pdf
Bibtex: BibTeX
@INPROCEEDINGS{phan2016d,
  author = {H. Phan and L. Hertel and M. Maass and P. Koch and A. Mertins},
  title = {Label Tree Embeddings for Acoustic Scene Classification},
  booktitle = {Proc. 24th ACM International Multimedia Conference (ACM Multimedia 2016)},
  year = {2016},
  address = {Amsterdam, The Netherlands},
  month = {October},
  owner = {Phan},
  timestamp = {2016.06.07}
}
Anita Moeller, Matthias Lüpke, Philipp Koch, and Alfred Mertins,
Classification of Vibroarthrography Signals from Equine Fetlock Joints, in 47. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP 2016) , Würzburg, Germany , Sep.2016. pp. 552-553.
File: moeller16.pdf
Bibtex: BibTeX
@INPROCEEDINGS{moeller16,
  author = {Moeller, Anita and Lüpke, Matthias and Koch, Philipp and Mertins,
	Alfred},
  title = {Classification of Vibroarthrography Signals from Equine Fetlock Joints},
  booktitle = {47. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik
	(DGMP 2016)},
  year = {2016},
  pages = {552-553},
  address = {Würzburg, Germany},
  month = {Sep}
}