Phan Quoc Huy, M.Eng.

Research Associate

Contact Information

Phan Quoc Huy, M.Eng.
Institute for Signal Processing
University of Luebeck
Ratzeburger Allee 160
D-23562 Lübeck
Germany

Telephone:+49 (0)451 3101-5815
Telefax:+49 (0)451 3101-5804
Email:

phan(at)isip.uni-luebeck.de 

Research Interests

  • Audio/Acoustic Signal Processing
  • Speech Recognition
  • Pattern Recognition
  • Machine Learning

Invited Talks

  • Phan, H.: Some Perspectives on Audio Event Detection: Early Detection, Multi-channel Fusion, and False Positive Reduction. Pattern Recognition in Embedded Systems Group, TU Dortmund, December 02, 2016
  • Phan, H.: Audio Event Detection, Classification, and Beyond. Institute for Natural Language Processing, University of Stuttgart, May 23, 2016
  • Phan, H.: Acoustic Event Detection with Random Regression Forests. Department of Medical Physics and Acoustics, Carl von Ossietzky University of Oldenburg, June 02, 2015

Publications

in Press

  • Phan, H., Koch, P., Katzberg, F., Maass, M., Mazur, R., and Mertins, A.: Audio Scene Classification with Deep Recurrent Neural Networks. Proc. 18th Annual Conference of the International Speech Communication Association (INTERSPEECH 2017), Stockholm, Sweden, August 2017
    BibTeX PDF
  • Phan, H., Koch, P., Katzberg, F., Maass, M., Mazur, R., McLoughlin, I., and Mertins, A.: What Makes Audio Event Detection Harder than Classification?. Proc. 25th European Signal Processing Conference (EUSIPCO 2017), Kos island, Greece, September 2017
    BibTeX PDF

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 International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, USA, March 2017
    BibTeX PDF
  • 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. on Audio, Speech and Language Processing (TASLP), vol. 25, no. 6, pp. 1278-1290, June 2017
    BibTeX PDF
  • Maass, M., Ahlborg, M., Bakenecker, A., Katzberg, F., Phan, H., Buzug, T. M., and Mertins, A.: A Trajectory Study for Obtaining MPI System Matrices in a Compressed-Sensing Framework. International Journal on Magnetic Particle Imaging, vol. 3, no. 2, 2017
    BibTeX DOI PDF
  • Koch, P., Phan, H., Maass, M., Katzberg, F., and Mertins, A.: Early Prediction of Future Hand Movements Using sEMG Data. Proc. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017), Jeju Island, South Korea, July 2017
    BibTeX PDF

2016

  • Maass, M., Bente, K., Ahlborg, M., Medimagh, H., Phan, H., Buzug, T. M., and Mertins, A.: Compression of FFP System Matrix with a Special Sampling Rate on the Lissajous Trajectory. International Workshop on Magnetic Particle Imaging, Infinite Science Publishing, Lübeck, Germany, , March 2016
    BibTeX
  • Phan, H., Maass, M., Hertel, L., Mazur, R., McLoughlin, I., and Mertins, A.: Learning Compact Structural Representations for Audio Events Using Regressor Banks. Proc. 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, China, pp. 211-215, March 2016
    Award SPS Travel Grant
    BibTeX PDF
  • 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, vol. 24, no. 4, pp. 807-822, April 2016
    BibTeX PDF
  • Maass, M., Bente, K., Ahlborg, M., Medimagh, H., Phan, H., Buzug, T. M., and Mertins, A.: Optimized Compression of MPI System Matrices Using a Symmetry-Preserving Secondary Orthogonal Transform. International Journal on Magnetic Particle Imaging, vol. 2, no. 1, 2016
    BibTeX DOI PDF
  • Phan, H., Hertel, L., Maass, M., and Mertins, A.: Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks. Proc. 17th Annual Conference of the International Speech Communication Association (INTERSPEECH 2016), San Francisco, USA, September 2016
    BibTeX PDF
  • Phan, H., Hertel, L., Maass, M., Koch, P., and Mertins, A.: Label Tree Embeddings for Acoustic Scene Classification. Proc. 24th ACM International Multimedia Conference (ACM Multimedia 2016), Amsterdam, The Netherlands, October 2016
    BibTeX PDF

2015

  • Phan, H., Maaß, M., Mazur, R., and Mertins, A.: Random Regression Forests for Acoustic Event Detection and Classification. IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 23, no. 1, pp. 20-31, 2015
    BibTeX PDF
  • Phan, H., Maass, M., Mazur, R., and Mertins, A.: Early Event Detection in Audio Streams. Proc. 2015 IEEE International Conference on Multimedia and Expo (ICME 2015), Torino, Italy, pp. 1-6, July 2015
    Award Top 15% paper
    BibTeX PDF
  • Phan, H., Hertel, L., Maass, M., Mazur, R., and Mertins, A.: Audio Phrases for Audio Event Recognition. Proc. 23rd European Signal Processing Conference (EUSIPCO 2015), Nice, France, pp. 2546-2550, September 2015
    BibTeX PDF
  • Phan, H., Hertel, L., Maass, M., Mazur, R., and Mertins, A.: Representing Nonspeech Audio Signals through Speech Classification Models. Proc. 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015), Dresden, Germany, pp. 3441-3445, September 2015
    Award Best Student Paper Award Finalist, ISCA Travel Grant
    BibTeX PDF
  • Phan, H., Maass, M., Hertel, L., Mazur, R., and Mertins, A.: A Multi-Channel Fusion Framework for Audio Event Detection. Proc. 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2015), New York, USA, pp. 1-5, October 2015
    BibTeX PDF
  • Maass, M., Phan, H., Möller, A., and Mertins, A.: Cosine-Sine Modulated Filter Banks for Motion Estimation and Correction: Advanced Concepts for Intelligent Vision Systems, Battiato, S., Blanc-Talon, J., Gallo, G., Philips, W., Popescu, D., and Scheunders, P. (Ed.), Springer International Publishing, 2015
    BibTeX DOI

2014

  • Phan, H. and Mertins, A.: A Voting-based Technique for Acoustic Event-Specific Detection. Proc. 40th Annual German Congress on Acoustics (DAGA 2014), Oldenburg, Germany, March 2014
    BibTeX PDF
  • Maaß, M., Phan, H., and Mertins, A.: Design of Cosine-Sine Modulated Filter Banks without DC leakage. 19th International Conference on Digital Signal Processing (DSP 2014), Hong Kong, China, pp. 486-491, August 2014
    BibTeX PDF
  • Phan, H. and Mertins, A.: Exploring Superframe Co-occurrence for Acoustic Event Recognition. Proc. 22nd European Signal Processing Conference (EUSIPCO 2014), Lisbon, Portugal, pp. 631-635, September 2014
    BibTeX PDF
  • Phan, H., Maaß, M., Mazur, R., and Mertins, A.: Acoustic Event Detection and Localization with Regression Forests. Proc. 15th Annual Conference of the International Speech Communication Association (INTERSPEECH 2014), Singapore, pp. 2524-2528, September 2014
    Award ISCA Travel Grant
    BibTeX PDF

2013

  • Phan, Q. H., Tan, S. L., McLoughlin, I., and Vu, D. L.: A Unified Framework for GPS Code and Carrier-Phase Multipath Mitigation Using Support Vector Regression. Advances in Artificial Neural Systems, vol. 2013, 2013, Article ID 240564
    BibTeX PDF
  • Phan, Q. H., Tan, S. L., and McLoughlin, I.: GPS Multipath Mitigation: A Nonlinear Regression Approach. GPS Solutions, vol. 17, no. 3, pp. 371-380, July 2013
    BibTeX
  • Phan, H., Do, Q., Do, T. L., and Vu, D. L.: Metric Learning for Automatic Sleep Stage Classification. Proc. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013), Osaka, Japan, pp. 5025-5028, July 2013
    BibTeX PDF

2011

  • Phan, Q. H. and Tan, S. L.: Mitigation of GPS Periodic Multipath Using Nonlinear Regression. Proc. 19th European Signal Processing Conference (EUSIPCO 2011), Barcelona, Spain, pp. 1795-1799, September 2011
    BibTeX PDF