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,
N.
Brügge,
H.
Phan,
M.
Maaß, and
A.
Mertins,
Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data, in Proc. 44 th IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2019) , Brighton, UK , 2019.
Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data, in Proc. 44 th IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP 2019) , Brighton, UK , 2019.
2018
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 , 2018.
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 , 2018.
File: | koch2018a.pdf |
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} } |
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 , 2018.
Recurrent Neural Networks with Weighting Loss for Early Prediction of Hand Movements, in 26th European Signal Processing Conference (EUSIPCO 2018) , Rome, Italy , 2018.
File: | koch2018b.pdf |
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 , 2018. pp. 1964--1968.
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 , 2018. pp. 1964--1968.
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 , 2018.
Enabling Early Audio Event Detection with Neural Networks, in Proc. 43rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , Calgary, Canada , 2018.
File: | phan2018a.pdf |
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} } |
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 , 2018.
Compressive Sampling of Sound Fields Using Moving Microphones, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , Calgary, Canada , 2018.
File: | katzberg2018a.pdf |
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}, } |
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, 2018.
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, 2018.
File: | katzberg2018c.pdf |
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}, } |
2017
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 , 2017.
{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 , 2017.
File: | phan2017a.pdf |
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} } |
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 , 2017.
Audio Scene Classification with Deep Recurrent Neural Networks, in Proc. 18th Annual Conference of the International Speech Communication Association (INTERSPEECH 2017) , Stockholm, Sweden , 2017.
File: | phan2017c.pdf |
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 , 2017.
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 , 2017.
File: | koch2017a.pdf |
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, 2017.
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, 2017.
DOI: | 10.1109/TASLP.2017.2690564 |
File: | phan2017b.pdf |
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,
Measurement of Sound Fields Using Moving Microphones, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , New Orleans, USA , 2017.
Measurement of Sound Fields Using Moving Microphones, in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) , New Orleans, USA , 2017.
File: | katzberg2016a.pdf |
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 , 2017.
Multigrid Reconstruction of Sound Fields Using Moving Microphones, in Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) , San Francisco, USA , 2017.
File: | katzberg2016b.pdf |
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}, } |
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, 2017.
Sound-Field Measurement with Moving Microphones, The Journal of the Acoustical Society of America , vol. 141, no. 5, pp. 3220-3235, 2017.
File: | katzberg2017c.pdf |
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.} } |
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 , 2017.
What Makes Audio Event Detection Harder than Classification?, in Proc. 25th European Signal Processing Conference (EUSIPCO 2017) , Kos island, Greece , 2017.
File: | phan2017d.pdf |
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} } |
2016
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 , 2016. pp. 552-553.
Classification of Vibroarthrography Signals from Equine Fetlock Joints, in 47. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP 2016) , Würzburg, Germany , 2016. pp. 552-553.
File: | moeller16.pdf |
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} } |
Max
Schmiedel,
Anita
Moeller,
Martin A.
Koch, and
Alfred
Mertins,
Designing a compact MRI motion phantom, in Current Directions in Biomedical Engineering , Basel, Switzerland , 2016. pp. 471-474.
Designing a compact MRI motion phantom, in Current Directions in Biomedical Engineering , Basel, Switzerland , 2016. pp. 471-474.
DOI: | 10.1515/cdbme-2016-0104 |
File: | schmiedel16.pdf |
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 , 2016.
Label Tree Embeddings for Acoustic Scene Classification, in Proc. 24th ACM International Multimedia Conference (ACM Multimedia 2016) , Amsterdam, The Netherlands , 2016.
File: | phan2016d.pdf |
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} } |