Lars Hertel, M.Sc.
Raum 1.016
Institut für Neuro- und Bioinformatik
Ratzeburger Allee 160 (Geb. 64)
23562 Lübeck
Email: | hertel(at)inb.uni-luebeck.de |
Phone: | +49 451 3101 5508 |
Fax: | +49 451 3101 5504 |
Publikationen
2017
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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
@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}, url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/PhHeMaKoMaMe17.pdf}, }
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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
@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}, url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/PhKoHeMaMaMe17.pdf}, }
2016
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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
@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}, url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/PhHeMaMe16.pdf}, }
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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
@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}, url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/PhHeMaMaMe16.pdf}, }
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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
@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}, url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/HePhMe16.pdf}, }
2015
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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
@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}, url = {http://webmail.inb.uni-luebeck.de/inb-publications/pdfs/HeBaKaMa15.pdf}, }