Publications

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2015
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)
Tschiatschek, S., & Pernkopf F. (2015).  Generatively Optimized Bayesian Network Classi- ers Under Computational Constraints. International Conference on Machine Learning (ICML), Workshop on Resource-Ecient Machine Learning.
Tschiatschek, S., & Pernkopf F. (2015).  Learning of Bayesian Network Classi ers Under Computational Constraints. European Conference on Machine Learning (ECML).  Download: ecml2015_Seb.pdf (402.76 KB)
Tschiatschek, S., & Pernkopf F. (2015).  On Bayesian Network Classifiers with Reduced Precision Parameters. IEEE Transactions on Pattern Analysis and Machine Intelligence. 37(4), 774-785. Download: mainRevisedMinor.pdf (511.56 KB)
Mowlaee, P., & Kulmer J. (2015).  Phase Estimation in Single-Channel Speech Enhancement: Limits-Potential. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 23, 1283–1294.
Zöhrer, M., Peharz R., & Pernkopf F. (2015).  Representation Learning for Single-Channel Source Separation and Bandwidth Extension. IEEE Transactions on Audio, Speech, and Language Processing. 23(12), 2398--3409. Download: Master2014-TASLP_July15.pdf (5.98 MB)