Lars Hertel, M.Sc.
Research Associate
Publications
2017
-
Huy Phan and Lars Hertel and Marco Maass and Philipp Koch and 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, June, 2017
@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} }
-
H. Phan and P. Koch and L. Hertel and M. Maass and 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, March, 2017
@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} }
2016
-
Huy Phan and Lars Hertel and Marco Maass and Alfred Mertins: Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks in Proc. 17th Annual Conference of the International Speech Communication Association (INTERSPEECH 2016), San Francisco, USA, September, 2016
@INPROCEEDINGS{phan2016c, author = {Huy Phan and Lars Hertel and Marco Maass and Alfred Mertins}, title = {Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks}, booktitle = {Proc. 17th Annual Conference of the International Speech Communication Association (INTERSPEECH 2016)}, year = {2016}, address = {San Francisco, USA}, month = {September}, owner = {Phan}, timestamp = {2016.06.16} }
-
H. Phan and L. Hertel and M. Maass and R. Mazur and A. Mertins: Learning Representations for Nonspeech Audio Events through Their Similarities to Speech Patterns IEEE/ACM Trans. Audio, Speech, and Language Processing, vol. 24, no. 4, pp. 807-822, April, 2016
@ARTICLE{phan2016b, author = {H. Phan and L. Hertel and M. Maass and R. Mazur and A. Mertins}, title = {Learning Representations for Nonspeech Audio Events through Their Similarities to Speech Patterns}, journal = {IEEE/ACM Trans. Audio, Speech, and Language Processing}, year = {2016}, volume = {24}, pages = {807--822}, number = {4}, month = {April}, doi = {10.1109/TASLP.2016.2530401} }
-
Huy Phan and Marco Maass and Lars Hertel and Radoslaw Mazur and Ian McLoughlin and Alfred Mertins: Learning Compact Structural Representations for Audio Events Using Regressor Banks in Proc. 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), pp. 211-215, Shanghai, China, March, 2016
@INPROCEEDINGS{phan2016a, author = {Huy Phan and Marco Maass and Lars Hertel and Radoslaw Mazur and Ian McLoughlin and Alfred Mertins}, title = {Learning Compact Structural Representations for Audio Events Using Regressor Banks}, booktitle = {Proc. 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016)}, year = {2016}, address = {Shanghai, China}, month = {March}, pages = {211--215}, owner = {Phan}, timestamp = {2016.01.22} }
-
H. Phan and L. Hertel and M. Maass and 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, October, 2016
@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} }
2015
-
Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins: Representing Nonspeech Audio Signals through Speech Classification Models in Proc. 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015), pp. 3441-3445, Dresden, Germany, September, 2015
@INPROCEEDINGS{phan2015d, author = {Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins}, title = {Representing Nonspeech Audio Signals through Speech Classification Models}, booktitle = {Proc. 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015)}, year = {2015}, address = {Dresden, Germany}, month = {September}, pages = {3441--3445}, owner = {Phan}, timestamp = {2015.06.01} }
-
L. Hertel and E. Barth and T. Käster and T. Martinetz: Deep Convolutional Neural Networks as Generic Feature Extractors in Proc. 2015 IEEE International Joint Conference on Neural Networks (IJCNN), Killarney, Ireland, July, 2015
@INPROCEEDINGS{hertel2015a, author = {L. Hertel and E. Barth and T. Käster and T. Martinetz}, title = {Deep Convolutional Neural Networks as Generic Feature Extractors}, booktitle = {Proc. 2015 IEEE International Joint Conference on Neural Networks (IJCNN)}, address = {Killarney, Ireland}, year = {2015}, month = {July}, owner = {Hertel}, timestamp = {2015.05.13} }
-
Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins: Audio Phrases for Audio Event Recognition in Proc. 23rd European Signal Processing Conference (EUSIPCO 2015), pp. 2546-2550, Nice, France, September, 2015
@INPROCEEDINGS{phan2015c, author = {Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins}, title = {Audio Phrases for Audio Event Recognition}, booktitle = {Proc. 23rd European Signal Processing Conference (EUSIPCO 2015)}, year = {2015}, address = {Nice, France}, month = {September}, pages = {2546--2550}, owner = {Phan}, timestamp = {2015.06.01} }
-
Huy Phan and Marco Maass and Lars Hertel and Radoslaw Mazur and Alfred Mertins: A Multi-Channel Fusion Framework for Audio Event Detection in Proc. 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2015), pp. 1--5, New York, USA, October, 2015
@INPROCEEDINGS{phan2015e, author = {Huy Phan and Marco Maass and Lars Hertel and Radoslaw Mazur and Alfred Mertins}, title = {A Multi-Channel Fusion Framework for Audio Event Detection}, booktitle = {Proc. 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2015)}, year = {2015}, address = {New York, USA}, month = {October}, pages = {1--5}, owner = {Phan}, timestamp = {2015.07.09} }
2012
-
L. Hertel and A. Schlaefer: Data Mining for Optimal Sail and Rudder Control of Small Robotic Sailboats in Robotic Sailing 2012, pp. 37-48, Springer, Cardiff, Wales, 2012
@inproceedings{hertel2012, title={Data Mining for Optimal Sail and Rudder Control of Small Robotic Sailboats}, author={L. Hertel and A. Schlaefer}, booktitle={Robotic Sailing 2012}, pages={37--48}, year={2012}, address = {Cardiff, Wales}, publisher={Springer} }