Lars Hertel, M.Sc.

Raum 1.016

Institut für Neuro- und Bioinformatik
Ratzeburger Allee 160 (Geb. 64)
23562 Lübeck

Email:
Phone:
+49 451 3101 5508
Fax:
+49 451 3101 5504

Publikationen

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. Audio, Speech, and Language Processing (TASLP), no. 25, pp. 1278-1290, 06, 2017
    BibTeX
    @article{PhHeMaKoMaMe17,
    author = {Huy Phan and Lars Hertel and Marco Maass and Philipp Koch and Radoslaw Mazur and Alfred Mertins},
    title = {{I}mproved {A}udio {S}cene {C}lassification {B}ased on {L}abel-{T}ree {E}mbeddings and {C}onvolutional {N}eural {N}etworks},
    journal = {IEEE/ACM Trans. Audio, Speech, and Language Processing (TASLP)},
    volume = {25},
    number = {6},
    pages = {1278-1290},
    month = {06},
    year = {2017},
    pdf = {http://www.inb.uni-luebeck.de/publications/pdfs/PhHeMaKoMaMe17.pdf},
    }
    
    
  • Huy Phan and Philipp Koch and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins: CNN-LTE: A Class of 1-X Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Classification. in Proc. 42nd IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, 03, 2017
    BibTeX
    @inproceedings{PhKoHeMaMaMe17,
    author = {Huy Phan and Philipp Koch and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins},
    title = {{CNN}-{LTE}: {A} {C}lass of 1-{X} {P}ooling {C}onvolutional {N}eural {N}etworks on {L}abel {T}ree {E}mbeddings for {A}udio {S}cene {C}lassification},
    booktitle = {Proc. 42nd IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP)},
    address = {New Orleans},
    month = {03},
    year = {2017},
    pdf = {http://www.inb.uni-luebeck.de/publications/pdfs/PhKoHeMaMaMe17.pdf},
    }
    
    

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 Ann. Conf. Int. Speech Communication Association (INTERSPEECH), San Francisco, 09, 2016
    BibTeX
    @inproceedings{PhHeMaMe16,
    author = {Huy Phan and Lars Hertel and Marco Maass and Alfred Mertins},
    title = {Robust {A}udio {E}vent {R}ecognition with 1-{M}ax {P}ooling {C}onvolutional {N}eural {N}etworks},
    booktitle = {Proc. 17th Ann. Conf. Int. Speech Communication Association (INTERSPEECH)},
    address = {San Francisco},
    month = {09},
    year = {2016},
    pdf = {http://www.inb.uni-luebeck.de/publications/pdfs/PhHeMaMe16.pdf},
    }
    
    
  • Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins: Learning Representations for Nonspeech Audio Events through Their Similarities to Speech Patterns. IEEE/ACM Trans. Audio, Speech, and Language Processing (TASLP), no. 24, pp. 807-822, 04, 2016
    BibTeX
    @article{PhHeMaMaMe16,
    author = {Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins},
    title = {Learning {R}epresentations for {N}onspeech {A}udio {E}vents through {T}heir {S}imilarities to {S}peech {P}atterns},
    journal = {IEEE/ACM Trans. Audio, Speech, and Language Processing (TASLP)},
    volume = {24},
    number = {4},
    pages = {807--822},
    month = {04},
    year = {2016},
    pdf = {http://www.inb.uni-luebeck.de/publications/pdfs/PhHeMaMaMe16.pdf},
    }
    
    
  • Lars Hertel and Huy Phan and Alfred Mertins: Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning. in Proc. 2016 IEEE International Joint Conference on Neural Networks (IJCNN), Vancouver, Canada, 2016
    BibTeX
    @inproceedings{HePhMe16,
    author = {Lars Hertel and Huy Phan and Alfred Mertins},
    title = {Comparing {T}ime and {F}requency {D}omain for {A}udio {E}vent {R}ecognition {U}sing {D}eep {L}earning},
    booktitle = {Proc. 2016 {IEEE} International Joint Conference on Neural Networks (IJCNN)},
    address = {Vancouver, Canada},
    owner = {Hertel},
    year = {2016},
    timestamp = {2017.10.09},
    pdf = {http://www.inb.uni-luebeck.de/publications/pdfs/HePhMe16.pdf},
    }
    
    

2015

  • Lars Hertel and Erhardt Barth and Thomas Käster and Thomas Martinetz: Deep Convolutional Neural Networks as Generic Feature Extractors. in Proc. 2015 IEEE International Joint Conference on Neural Networks (IJCNN), Killarney, Ireland, 2015
    BibTeX
    @inproceedings{HeBaKaMa15,
    author = {Lars Hertel and Erhardt Barth and Thomas K{\"a}ster and Thomas Martinetz},
    title = {Deep {C}onvolutional {N}eural {N}etworks as {G}eneric {F}eature {E}xtractors},
    booktitle = {Proc. 2015 {IEEE} International Joint Conference on Neural Networks (IJCNN)},
    address = {Killarney, Ireland},
    owner = {Hertel},
    year = {2015},
    timestamp = {2015.05.13},
    pdf = {http://www.inb.uni-luebeck.de/publications/pdfs/HeBaKaMa15.pdf},
    }