Lars Hertel, M.Sc.

Research Associate

Publications

2017

  • Phan, H., Hertel, L., Maass, M., Koch, P., Mazur, R. and Mertins, A.: 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
    BibTeX Link Datei
    @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}
    }
    
  • Phan, H., Koch, P., Hertel, L., Maass, M., Mazur, R. and Mertins, A.: 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
    BibTeX Datei
    @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

  • Phan, H., Hertel, L., Maass, M. and Mertins, A.: 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
    BibTeX Datei
    @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}
    }
    
  • Phan, H., Hertel, L., Maass, M., Mazur, R. and Mertins, A.: 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
    BibTeX Link Datei
    @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}
    }
    
  • Phan, H., Maass, M., Hertel, L., Mazur, R., McLoughlin, I. and Mertins, A.: 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
    BibTeX Datei
    @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}
    }
    
  • Phan, H., Hertel, L., Maass, M., Koch, P. and Mertins, A.: Label Tree Embeddings for Acoustic Scene Classification in Proc. 24th ACM International Multimedia Conference (ACM Multimedia 2016), Amsterdam, The Netherlands, October, 2016
    BibTeX Datei
    @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

  • Phan, H., Hertel, L., Maass, M., Mazur, R. and Mertins, A.: 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
    BibTeX Datei
    @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}
    }
    
  • Hertel, L., Barth, E., Käster, T. and Martinetz, T.: Deep Convolutional Neural Networks as Generic Feature Extractors in Proc. 2015 IEEE International Joint Conference on Neural Networks (IJCNN), Killarney, Ireland, July, 2015
    BibTeX Datei
    @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)},
      year = {2015},
      address = {Killarney, Ireland},
      month = {July},
      owner = {Hertel},
      timestamp = {2015.05.13}
    }
  • Phan, H., Hertel, L., Maass, M., Mazur, R. and Mertins, A.: Audio Phrases for Audio Event Recognition in Proc. 23rd European Signal Processing Conference (EUSIPCO 2015), pp. 2546-2550, Nice, France, September, 2015
    BibTeX Datei
    @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}
    }
    
  • Phan, H., Maass, M., Hertel, L., Mazur, R. and Mertins, A.: 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
    BibTeX Datei
    @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

  • Hertel, L. and Schlaefer, A.: Data Mining for Optimal Sail and Rudder Control of Small Robotic Sailboats in Robotic Sailing 2012, pp. 37-48, Springer, Cardiff, Wales, 2012
    BibTeX
    @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}
    }