Franz Pernkopf

Aichinger, P., Hagmüller M., Schneider-Stickler B., Schoentgen J., & Pernkopf F. (2018).  Tracking of Multiple Fundamental Frequencies in Diplophonic Voices. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 26(2), 330 - 341.
Messner, E., Hagmüller M., Swatek P., Smolle-Jüttner F. - M., & Pernkopf F. (2017).  Respiratory Airflow Estimation from Lung Sounds Based on Regression. International Conference on Acoustics, Speech and Signal Processing ({ICASSP}). 1123–1127. Abstract
Messner, E., Hagmüller M., Swatek P., Smolle-Jüttner F. - M., & Pernkopf F. (2017).  Impact of Airflow Rate on Amplitude and Regional Distribution of Normal Lung Sounds. 10th International Conference on Bio-inspired Systems and Signal ProcessingProceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies. 49 - 53.
Trapp, M., Madl T., Peharz R., Pernkopf F., & Trappl R. (2017).  Safe Semi-Supervised Learning of Sum-Product Networks. Conference on Uncertainty in Artificial Intelligence (UAI). Abstract  Download: cameraready_version.pdf (1.98 MB)
Knoll, C., Pernkopf F., Mehta D., & Chen T. (2016).  Fixed Points Solutions of Belief Propagation. Neural Information Processing Systems (NIPS) workshop.  Download: KnollEtAl2016.pdf (313.3 KB)
Peharz, R., Gens R., Pernkopf F., & Domingos P. (2016).  On the Latent Variable Interpretation in Sum-Product Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence.  Download: 1601.06180.pdf (649.55 KB)
Aichernig, B., Bloem R., Pernkopf F., Röck F., Schrank T., & Tappler M. (2016).  Poster: Learning Models of a Network Protocol using Neural Network Language Models. IEEE Symposium on Security and Privacy, {SP} 2016, San Jose, CA, USA, May 22-26, 2016.
Trapp, M., Peharz R., Skowron M., Madl T., Pernkopf F., & Trappl R. (2016).  Structure Inference in Sum-Product Networks using Infinite Sum-Product Trees. Practical Bayesian Nonparametrics Workshop at the Annual Conference on Neural Information Processing Systems (NIPS).  Download: BNPNIPS_2016_paper_9.pdf (1.16 MB)
Pokorny, F., Graf F., Pernkopf F., & Schuller B. (2015).  Detection of Negative Emotions in Speech Signals Using Bags-of-Audio-Words. Intern. Workshop on Automatic Sentiment Analysis in the Wild - part of Intern. Conf. on A ective Computing and Intelligent Interaction (ACII).  Download: PokornyEtAl_WASA2015.pdf (175.43 KB)