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), no. 25, pp. 1278-1290, June, 2017
    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}
    }
    
  • 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. March, 2017
    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}
    }
    

2016

  • H. Phan and L. Hertel and M. Maass and P. Koch and A. Mertins: Label Tree Embeddings for Acoustic Scene Classification. October, 2016
    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 and Lars Hertel and Marco Maass and Alfred Mertins: Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks. September, 2016
    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}
    }
    
  • 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, no. 24, pp. 807-822, April, 2016
    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 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. pp. 211-215, March, 2016
    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}
    }
    

2015

  • Huy Phan and Marco Maass and Lars Hertel and Radoslaw Mazur and Alfred Mertins: A Multi-Channel Fusion Framework for Audio Event Detection. pp. 1-5, October, 2015
    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 and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins: Representing Nonspeech Audio Signals through Speech Classification Models. pp. 3441-3445, September, 2015
    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}
    }
    
  • Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins: Audio Phrases for Audio Event Recognition. pp. 2546-2550, September, 2015
    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 and E. Barth and T. Käster and T. Martinetz: Deep Convolutional Neural Networks as Generic Feature Extractors. July, 2015
    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)},
      year = {2015},
      address = {Killarney, Ireland},
      month = {July},
      owner = {Hertel},
      timestamp = {2015.05.13}
    }

2012

  • L. Hertel and A. Schlaefer: Data Mining for Optimal Sail and Rudder Control of Small Robotic Sailboats. pp. 37-48, 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}
    }