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.
    File: phan2017a.pdf
    Bibtex: 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.
    DOI:10.1109/TASLP.2017.2690564
    File: phan2017b.pdf
    Bibtex: 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.
    File: phan2016d.pdf
    Bibtex: 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.
    File: phan2016a.pdf
    Bibtex: 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.
    DOI:10.1109/TASLP.2016.2530401
    File: phan2016b.pdf
    Bibtex: 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.
    File: phan2016c.pdf
    Bibtex: 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.
    File: phan2015e.pdf
    Bibtex: 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.
    File: phan2015c.pdf
    Bibtex: 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.
    File: hertel_ijcnn_2015.pdf
    Bibtex: 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.
    File: phan2015d.pdf
    Bibtex: 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.