Publications

Export 706 results:
2014
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).
Schuppler, B., Hagmüller M., Morales-Cordovilla J. A., & Pessentheiner H. (2014).  GRASS: The Graz Corpus of Read and Spontaneous Speech. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). 1465-1470. Abstract
Schuppler, B. (2014).  How extra-linguistic factors affect pronunciation variation in different speaking styles. Abstract accepted at 22nd Czech-German Workshop on Speech Communication. 31-32.
Geiger, B., & Kubin G. (2014).  Information Loss and Anti-Aliasing Filters in Multirate Systems. Int. Zurich Seminar on Communications. 148-151. Abstract  Download: GeigerKubin_Filters.pdf (123.6 KB)
Geiger, B., & Kubin G. (2014).  Information-Maximizing Prefilters for Quantization. IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP). 4968 - 4972. Abstract  Download: Mathematica_ICASSP.zip (75.91 KB); GeigerKubin_InfoPrefilters.pdf (123.46 KB)
Tschiatschek, S., Paul K., & Pernkopf F. (2014).  Integer Bayesian Networks. European Conference on Machine Learning (ECML).  Download: main_1.pdf (407.69 KB)
Pernkopf, F., Peharz R., & Tschiatschek S. (2014).  Introduction to Probabilistic Graphical Models. Academic Press Library in Signal Processing, Vol. 1, Ch. 18. 989-1064. Download: PGM.pdf (825.41 KB)
Peharz, R., Gens R., & Domingos P. (2014).  Learning Selective Sum-Product Networks. ICML Workshop on Learning Tractable Probabilistic Models.
Casapicola, P., Poelzl M., & Geiger B. (2014).  A MATLAB-Based Magnitude Response Game for DSP Education. IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP). 2214 - 2218. Abstract  Download: CasapicolaPoelzlGeiger_MRLT.pdf (749.05 KB)
Meissner, P. (2014).  Multipath-Assisted Indoor Positioning. Graz University of Technology.  Download: MeissnerPhDThesis2014web.pdf (7.95 MB)
Leitinger, E., Froehle M., Meissner P., & Witrisal K. (2014).  Multipath-Assisted Maximum-Likelihood Indoor Positioning using UWB Signals. IEEE ICC 2014 Workshop on Advances in Network Localization and Navigation (ANLN).