Lars Hertel, M.Sc.
Research Associate
Publications
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,
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} } |
2016
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} } |
Huy
Phan,
Marco
Maaß,
Lars
Hertel,
Radoslaw
Mazur,
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) , Shanghai, China , 2016. pp. 211--215.
Learning Compact Structural Representations for Audio Events Using Regressor Banks, in Proc. 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016) , Shanghai, China , 2016. pp. 211--215.
File: | phan2016a.pdf |
Bibtex: | @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,
L.
Hertel,
M.
Maaß,
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, 2016.
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, 2016.
DOI: | 10.1109/TASLP.2016.2530401 |
File: | phan2016b.pdf |
Bibtex: | @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,
Lars
Hertel,
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 , 2016.
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 , 2016.
File: | phan2016c.pdf |
Bibtex: | @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} } |
2015
Huy
Phan,
Marco
Maaß,
Lars
Hertel,
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) , New York, USA , 2015. pp. 1--5.
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) , New York, USA , 2015. pp. 1--5.
File: | phan2015e.pdf |
Bibtex: | @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} } |
Huy
Phan,
Lars
Hertel,
Marco
Maaß,
Radoslaw
Mazur, and
Alfred
Mertins,
Audio Phrases for Audio Event Recognition, in 23rd European Signal Processing Conference (EUSIPCO) , Nice, France , 2015. pp. 2546--2550.
Audio Phrases for Audio Event Recognition, in 23rd European Signal Processing Conference (EUSIPCO) , Nice, France , 2015. pp. 2546--2550.
File: | phan2015c.pdf |
Bibtex: | @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} } |
L.
Hertel,
E.
Barth,
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 , 2015.
Deep Convolutional Neural Networks as Generic Feature Extractors, in Proc. 2015 IEEE International Joint Conference on Neural Networks (IJCNN) , Killarney, Ireland , 2015.
File: | hertel_ijcnn_2015.pdf |
Bibtex: | @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,
Lars
Hertel,
Marco
Maaß,
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) , Dresden, Germany , 2015. pp. 3441--3445.
Representing Nonspeech Audio Signals through Speech Classification Models, in Proc. 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015) , Dresden, Germany , 2015. pp. 3441--3445.
File: | phan2015d.pdf |
Bibtex: | @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} } |
2012
Lars
Hertel, and
Alexander
Schlaefer,
Data Mining for Optimal Sail and Rudder Control of Small Robotic Sailboats, in Robotic Sailing 2012 , Cardiff, Wales: Springer, 2012. pp. 37--48.
Data Mining for Optimal Sail and Rudder Control of Small Robotic Sailboats, in Robotic Sailing 2012 , Cardiff, Wales: Springer, 2012. pp. 37--48.