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

  • 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: Proc. 42nd IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, 03 2017
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  • 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. Audio, Speech, and Language Processing (TASLP), vol. 25, no. 6, pp. 1278-1290, 06 2017
    BibTeX PDF

2016

  • Hertel, L., Phan, H., and Mertins, A.: Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning: Proc. 2016 IEEE International Joint Conference on Neural Networks (IJCNN), Vancouver, Canada, 2016
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  • 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 (TASLP), vol. 24, no. 4, pp. 807-822, 04 2016
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  • Phan, H., Hertel, L., Maass, M., and Mertins, A.: Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks: Proc. 17th Ann. Conf. Int. Speech Communication Association (INTERSPEECH), San Francisco, 09 2016
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2015

  • Hertel, L., Barth, E., Käster, T., and Martinetz, T.: Deep Convolutional Neural Networks as Generic Feature Extractors: Proc. 2015 IEEE International Joint Conference on Neural Networks (IJCNN), Killarney, Ireland, 2015
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