Publications

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2015
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. Download: TASL2015A.pdf (1.59 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: Tutorial_Phase.pdf (4.15 MB); 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.
Schuppler, B., Grill S., Menrath A., & Morales-Cordovilla J. A. (2014).  Automatic phonetic transcription in two steps: forced alignment and burst detection. International Conference on Statistical Language and Speech Processing (SLSP). 132-143.
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)
Cristoforetti, L., Ravanelli M., Omologo M., Sosi A., Abad A., Hagmüller M., et al. (2014).  The DIRHA simulated corpus. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). 2629--2634.
Zöhrer, M., & Pernkopf F. (2014).  General Stochastic Networks for Classifi cation. Neural Information Processing Systems (NIPS).