Publications

Export 802 results:
2015
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)
Zöhrer, M., & Pernkopf F. (2015).  Representation Models in Single Channel Source Separation. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).  Download: SCSS_Re1.pdf (1.7 MB)
Fuchs, A. K., Amon C., & Hagmüller M. (2015).  Speech/Non-Speech Detection for Electro-Larynx Speech Using EMG. Proceedings of Biosignals - 8th International Conference on Bio-Inspired and Signal Processing (BIOSIGNALS 2015). 138 - 144. Download: Biosignals_Fuchs.pdf (293.45 KB)
Ratajczak, M., Tschiatschek S., & Pernkopf F. (2015).  Structured Regularizer for Neural Higher- Order Sequence Models. European Conference on Machine Learning (ECML).  Download: ecml2015Martin.pdf (437.5 KB)
Mowlaee, P. (2015).  Tutorial: Phase Estimation From Theory to Practice. 16th Annual Conference of the International Speech Communication Association.  Download: waves.rar (1.99 MB)
2014
Geiger, B. (2014).  Information Loss in Deterministic Systems. Graz University of Technology. Abstract  Download: Geiger_Thesis.pdf (2.01 MB)
Griesser, D., & Schuppler B. (2014).  Wie Österreichisch auch für Software verständlicher wird. Der Standard. Forschung Spezial -- Journal für Wissenschaft, Technologie und Entwicklung.
Ratajczak, M., Tschiatschek S., & Pernkopf F. (2014).  Context-Speci c Deep Conditional Random Fields for Structured Prediction. International Conference on Machine Learning (ICML), Workshop on Learning Tractable Probabilistic Models.  Download: ltpm2014_submission_4_accepted.pdf (314.24 KB)