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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)
Leitner, C., & Pernkopf F. (2015).  On Pre-Image Iterations for Speech Enhancement. SpringerPlus.  Download: Master2014_Springer.pdf (1.59 MB)
Zöhrer, M., Peharz R., & Pernkopf F. (2015).  On Representation Learning for Arti cial Bandwidth Extension. Interspeech.  Download: interspeech_2015_submitted.pdf (1.75 MB)
Gaich, A., & Mowlaee P. (2015).  On Speech Quality Estimation of Phase-Aware Single-Channel Speech Enhancement. ICASSP. 216-220. Download: ICASSP2015_QualityEst_Matlab.rar (417.92 KB)
Peharz, R., Tschiatschek S., Pernkopf F., & Domingos P. (2015).  On theoretical properties of sum-product networks. AISTATS.  Download: 338.pdf (363.25 KB); 338-supp.pdf (293.64 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)
Meissner, P., Leitinger E., & Witrisal K. (2015).  Robust and Accurate Indoor Localization using Channel Information. COST Action IC1004 Scientific Meeting.  Download: MeissnerCOST2015.pdf (673.89 KB)
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
Kulmer, J., Mowlaee P., & Watanabe M. (2014).  A Probabilistic Approach For Phase Estimation in Single-Channel Speech Enhancement Using Von Mises Phase Priors. IEEE Workshop on Machine Learning for Signal Processing.
Meissner, P., Leitinger E., & Witrisal K. (2014).  UWB for Robust Indoor Tracking: Weighting of Multipath Components for Efficient Estimation. IEEE Wireless Communications Letters. 3, 501-504. Download: MeissnerWCL2014final.pdf (338.28 KB)
Pedross-Engel, A. (2014).  Generalized Noncoherent Ultra-Wideband Receivers. Graz University of Technology. 296. Abstract  Download: PhDThesisPedrossEngel2014.pdf (4.77 MB)
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.
Knoll, C. (2014).  Alternative Descriptions for Random Variables.  Download: Alternative Describtions for Random Variables - MA Knoll.pdf (1.1 MB)
Enzinger, H., & Vogel C. (2014).  Analytical Description of Multilevel Carrier-Based PWM of Arbitrary Bounded Input Signals. IEEE International Symposium on Circuits and Systems (ISCAS). 1030-1033. Abstract  Download: Enzinger14 - PWM - Paper.pdf (462.17 KB); Enzinger14 - PWM - Presentation.pdf (1.41 MB)
Schenk, F., Urschler M., Aigner C., Roesner I., Aichinger P., & Bischof H. (2014).  Automatic glottis segmentation from larnygeal high-speed videos using 3D active contours. Medical Image Understanding and Analysis. 111-116.
Schuppler, B., Grill S., Menrath A., & Morales-Cordovilla J. A. (2014).  Automatic phonetic transcription in two steps: forced alignment and burst detection. (Besacier, L., Dediu, A.H., Mart\'in-Vide, C., Ed.).Statistical Language and Speech Processing. SLSP 2014. 8791, 132-143. Download: Schuppler14_TranscBurst.pdf (256.98 KB)
Pfeifenberger, L., & Pernkopf F. (2014).  Blind Source Extraction Based on a Direction-Dependent A-Priori SNR. Interspeech.  Download: IS2014.pdf (1021.17 KB)
Gan, M., Meissner P., Mani F., Leitinger E., Froehle M., Oestges C., et al. (2014).  Calibration of Indoor UWB Sub-band Divided Ray Tracing Using Multiobjective Simulated Annealing. IEEE ICC'14.  Download: GanMeissnerLeitinger2014ICC.pdf (386.03 KB)
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)
Morales-Cordovilla, J. A., Pessentheiner H., Hagmüller M., González J. A., & Kubin G. (2014).  CVX-Optimized Beamforming and Vector Taylor Series Compensation with German ASR Employing Star-Shaped Microphone Array. (Navarro Mesa, Juan Luis, Ortega, Alfonso, Teixeira, António, Hernández Pérez, Eduardo, Quintana Morales, Pedro, Ravelo García, Antonio, Guerra Moreno, Iván, Toledano, Doroteo T., Ed.).8854, 148 - 157. Abstract