[{"language":[{"iso":"eng"}],"type":"conference","citation":{"short":"S. Koch, J. Kupke, D. Tomow, M. Schoppa, P. Grunow, S. Krauter, in: Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition, 2011.","ieee":"S. Koch, J. Kupke, D. Tomow, M. Schoppa, P. Grunow, and S. Krauter, “Polarisation Effects and Tests for Crystalline Silicon Cells,” in Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition, 2011.","apa":"Koch, S., Kupke, J., Tomow, D., Schoppa, M., Grunow, P., & Krauter, S. (2011). Polarisation Effects and Tests for Crystalline Silicon Cells. In Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition.","ama":"Koch S, Kupke J, Tomow D, Schoppa M, Grunow P, Krauter S. Polarisation Effects and Tests for Crystalline Silicon Cells. In: Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition. ; 2011.","chicago":"Koch, S., J. Kupke, D. Tomow, M. Schoppa, Paul Grunow, and Stefan Krauter. “Polarisation Effects and Tests for Crystalline Silicon Cells.” In Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition, 2011.","mla":"Koch, S., et al. “Polarisation Effects and Tests for Crystalline Silicon Cells.” Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition, 2011.","bibtex":"@inproceedings{Koch_Kupke_Tomow_Schoppa_Grunow_Krauter_2011, title={Polarisation Effects and Tests for Crystalline Silicon Cells}, booktitle={Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition}, author={Koch, S. and Kupke, J. and Tomow, D. and Schoppa, M. and Grunow, Paul and Krauter, Stefan}, year={2011} }"},"year":"2011","conference":{"name":"26th European Photovoltaic Solar Energy Conference and Exhibition, Hamburg (Deutschland), 5.-9. September 2011"},"date_updated":"2022-01-06T07:03:23Z","_id":"6886","publication":"Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition","department":[{"_id":"53"}],"author":[{"last_name":"Koch","full_name":"Koch, S.","first_name":"S."},{"last_name":"Kupke","full_name":"Kupke, J.","first_name":"J."},{"first_name":"D.","full_name":"Tomow, D.","last_name":"Tomow"},{"full_name":"Schoppa, M.","first_name":"M.","last_name":"Schoppa"},{"last_name":"Grunow","full_name":"Grunow, Paul","first_name":"Paul"},{"orcid":"0000-0002-3594-260X","full_name":"Krauter, Stefan","first_name":"Stefan","id":"28836","last_name":"Krauter"}],"date_created":"2019-01-21T07:15:10Z","status":"public","user_id":"16148","title":"Polarisation Effects and Tests for Crystalline Silicon Cells"},{"conference":{"name":"26th European Photovoltaic Solar Energy Conference and Exhibition, Hamburg (Deutschland), 5.-9. 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In: Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition. ; 2011.","apa":"Böttcher, A., Horstmann, M., Grunow, P., Pourhashemi, R., & Krauter, S. (2011). Spectral Mismatch Correction for Micromorph Tandem Modules. . In Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition.","mla":"Böttcher, A., et al. “Spectral Mismatch Correction for Micromorph Tandem Modules. .” Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition, 2011.","bibtex":"@inproceedings{Böttcher_Horstmann_Grunow_Pourhashemi_Krauter_2011, title={Spectral Mismatch Correction for Micromorph Tandem Modules. }, booktitle={Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition}, author={Böttcher, A. and Horstmann, M. and Grunow, Paul and Pourhashemi, R. and Krauter, Stefan}, year={2011} }"},"type":"conference","language":[{"iso":"eng"}],"title":"Spectral Mismatch Correction for Micromorph Tandem Modules. ","user_id":"16148","date_created":"2019-01-21T07:17:40Z","status":"public","department":[{"_id":"53"}],"publication":"Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition","author":[{"last_name":"Böttcher","full_name":"Böttcher, A.","first_name":"A."},{"first_name":"M.","full_name":"Horstmann, M.","last_name":"Horstmann"},{"full_name":"Grunow, Paul","first_name":"Paul","last_name":"Grunow"},{"full_name":"Pourhashemi, R.","first_name":"R.","last_name":"Pourhashemi"},{"id":"28836","last_name":"Krauter","full_name":"Krauter, Stefan","orcid":"0000-0002-3594-260X","first_name":"Stefan"}]},{"conference":{"name":"26th European Photovoltaic Solar Energy Conference and Exhibition, Hamburg (Deutschland), 5.-9. September 2011"},"date_updated":"2022-01-06T07:03:23Z","_id":"6888","citation":{"short":"T. Weber, A. Albert, P. Grunow, S. Krauter, in: Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition, 2011.","ieee":"T. Weber, A. Albert, P. Grunow, and S. Krauter, “Electroluminescence Investigation on Thin Film Modules,” in Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition, 2011.","chicago":"Weber, T., A. Albert, Paul Grunow, and Stefan Krauter. “Electroluminescence Investigation on Thin Film Modules.” In Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition, 2011.","ama":"Weber T, Albert A, Grunow P, Krauter S. Electroluminescence Investigation on Thin Film Modules. In: Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition. ; 2011.","apa":"Weber, T., Albert, A., Grunow, P., & Krauter, S. (2011). Electroluminescence Investigation on Thin Film Modules. In Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition.","mla":"Weber, T., et al. “Electroluminescence Investigation on Thin Film Modules.” Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition, 2011.","bibtex":"@inproceedings{Weber_Albert_Grunow_Krauter_2011, title={Electroluminescence Investigation on Thin Film Modules}, booktitle={Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition}, author={Weber, T. and Albert, A. and Grunow, Paul and Krauter, Stefan}, year={2011} }"},"year":"2011","type":"conference","language":[{"iso":"eng"}],"title":"Electroluminescence Investigation on Thin Film Modules","user_id":"16148","department":[{"_id":"53"}],"publication":"Proceedings of the 26th European Photovoltaic Solar Energy Conference and Exhibition","author":[{"full_name":"Weber, T.","first_name":"T.","last_name":"Weber"},{"full_name":"Albert, A.","first_name":"A.","last_name":"Albert"},{"last_name":"Grunow","full_name":"Grunow, Paul","first_name":"Paul"},{"first_name":"Stefan","orcid":"0000-0002-3594-260X","full_name":"Krauter, Stefan","last_name":"Krauter","id":"28836"}],"date_created":"2019-01-21T07:19:23Z","status":"public"},{"language":[{"iso":"eng"}],"type":"conference","citation":{"mla":"Wendlandt, S., et al. “Operating Principle of a Shadowed C-Si Solar Cell in PV Modules.” Proceedings of the ISES Solar Word Congress, 2011.","bibtex":"@inproceedings{Wendlandt_Drobisch_Tomow_Friedrichs_Krauter_Grunow_2011, title={Operating principle of a shadowed c-Si solar cell in PV modules}, booktitle={Proceedings of the ISES Solar Word Congress}, author={Wendlandt, S. and Drobisch, A. and Tomow, D. and Friedrichs, M. and Krauter, Stefan and Grunow, Paul}, year={2011} }","ama":"Wendlandt S, Drobisch A, Tomow D, Friedrichs M, Krauter S, Grunow P. Operating principle of a shadowed c-Si solar cell in PV modules. In: Proceedings of the ISES Solar Word Congress. ; 2011.","apa":"Wendlandt, S., Drobisch, A., Tomow, D., Friedrichs, M., Krauter, S., & Grunow, P. (2011). Operating principle of a shadowed c-Si solar cell in PV modules. In Proceedings of the ISES Solar Word Congress.","chicago":"Wendlandt, S., A. Drobisch, D. Tomow, M. Friedrichs, Stefan Krauter, and Paul Grunow. “Operating Principle of a Shadowed C-Si Solar Cell in PV Modules.” In Proceedings of the ISES Solar Word Congress, 2011.","ieee":"S. Wendlandt, A. Drobisch, D. Tomow, M. Friedrichs, S. Krauter, and P. Grunow, “Operating principle of a shadowed c-Si solar cell in PV modules,” in Proceedings of the ISES Solar Word Congress, 2011.","short":"S. Wendlandt, A. Drobisch, D. Tomow, M. Friedrichs, S. Krauter, P. Grunow, in: Proceedings of the ISES Solar Word Congress, 2011."},"year":"2011","_id":"6889","date_updated":"2022-01-06T07:03:23Z","conference":{"name":"ISES Solar Word Congress, 2011, Kassel (Deutschland), 29. August-2. September 2011 "},"status":"public","date_created":"2019-01-21T07:21:41Z","author":[{"last_name":"Wendlandt","full_name":"Wendlandt, S.","first_name":"S."},{"last_name":"Drobisch","first_name":"A.","full_name":"Drobisch, A."},{"last_name":"Tomow","first_name":"D.","full_name":"Tomow, D."},{"last_name":"Friedrichs","full_name":"Friedrichs, M.","first_name":"M."},{"orcid":"0000-0002-3594-260X","full_name":"Krauter, Stefan","first_name":"Stefan","id":"28836","last_name":"Krauter"},{"last_name":"Grunow","full_name":"Grunow, Paul","first_name":"Paul"}],"department":[{"_id":"53"}],"publication":"Proceedings of the ISES Solar Word Congress","user_id":"16148","title":"Operating principle of a shadowed c-Si solar cell in PV modules"},{"_id":"16410","issue":"6543","year":"2011","citation":{"short":"A. Cord-Landwehr, B. Degener, M. Fischer, M. Hüllmann, B. Kempkes, A. Klaas, P. Kling, S. Kurras, M. Märtens, F. Meyer auf der Heide, C. Raupach, K. Swierkot, D. Warner, C. Weddemann, D. Wonisch, in: 37th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM 2011), Springer, 2011, pp. 178–189.","ieee":"A. Cord-Landwehr et al., “Collisionless Gathering of Robots with an Extent,” in 37th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM 2011), 2011, no. 6543, pp. 178–189.","chicago":"Cord-Landwehr, Andreas, Bastian Degener, Matthias Fischer, Martina Hüllmann, Barbara Kempkes, Alexander Klaas, Peter Kling, et al. “Collisionless Gathering of Robots with an Extent.” In 37th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM 2011), 178–89. Springer, 2011. https://doi.org/10.1007/978-3-642-18381-2_15.","apa":"Cord-Landwehr, A., Degener, B., Fischer, M., Hüllmann, M., Kempkes, B., Klaas, A., … Wonisch, D. (2011). Collisionless Gathering of Robots with an Extent. In 37th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM 2011) (pp. 178–189). Springer. https://doi.org/10.1007/978-3-642-18381-2_15","ama":"Cord-Landwehr A, Degener B, Fischer M, et al. Collisionless Gathering of Robots with an Extent. In: 37th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM 2011). Springer; 2011:178-189. doi:10.1007/978-3-642-18381-2_15","bibtex":"@inproceedings{Cord-Landwehr_Degener_Fischer_Hüllmann_Kempkes_Klaas_Kling_Kurras_Märtens_Meyer auf der Heide_et al._2011, title={Collisionless Gathering of Robots with an Extent}, DOI={10.1007/978-3-642-18381-2_15}, number={6543}, booktitle={37th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM 2011)}, publisher={Springer}, author={Cord-Landwehr, Andreas and Degener, Bastian and Fischer, Matthias and Hüllmann, Martina and Kempkes, Barbara and Klaas, Alexander and Kling, Peter and Kurras, Sven and Märtens, Marcus and Meyer auf der Heide, Friedhelm and et al.}, year={2011}, pages={178–189} }","mla":"Cord-Landwehr, Andreas, et al. “Collisionless Gathering of Robots with an Extent.” 37th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM 2011), no. 6543, Springer, 2011, pp. 178–89, doi:10.1007/978-3-642-18381-2_15."},"type":"conference","page":"178-189","abstract":[{"lang":"eng","text":"Gathering n mobile robots in one single point in the Euclidean plane is a widely studied problem from the area of robot formation problems. Classically, the robots are assumed to have no physical extent, and they are able to share a position with other robots. We drop these assumptions and investigate a similar problem for robots with (a spherical) extent: the goal is to gather the robots as close together as possible. More exactly, we want the robots to form a sphere with minimum radius around a predefined point. We propose an algorithm for this problem which synchronously moves the robots towards the center of the sphere unless they block each other. In this case, if possible, the robots spin around the center of the sphere. We analyze this algorithm experimentally in the plane. If R is the distance of the farthest robot to the center of the sphere, the simulations indicate a runtime which is linear in n and R. Additionally, we prove a theoretic upper bound for the runtime of O(nR) for a discrete version of the problem. Simulations also suggest a runtime of O(n + R) for the discrete version."}],"user_id":"15415","publisher":"Springer","author":[{"last_name":"Cord-Landwehr","full_name":"Cord-Landwehr, Andreas","first_name":"Andreas"},{"last_name":"Degener","first_name":"Bastian","full_name":"Degener, Bastian"},{"full_name":"Fischer, Matthias","first_name":"Matthias","id":"146","last_name":"Fischer"},{"first_name":"Martina","full_name":"Hüllmann, Martina","last_name":"Hüllmann"},{"last_name":"Kempkes","first_name":"Barbara","full_name":"Kempkes, Barbara"},{"first_name":"Alexander","full_name":"Klaas, Alexander","last_name":"Klaas"},{"first_name":"Peter","full_name":"Kling, Peter","last_name":"Kling"},{"full_name":"Kurras, Sven","first_name":"Sven","last_name":"Kurras"},{"last_name":"Märtens","full_name":"Märtens, Marcus","first_name":"Marcus"},{"first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide","id":"15523"},{"last_name":"Raupach","first_name":"Christoph","full_name":"Raupach, Christoph"},{"last_name":"Swierkot","first_name":"Kamil","full_name":"Swierkot, Kamil"},{"last_name":"Warner","first_name":"Daniel","full_name":"Warner, Daniel"},{"last_name":"Weddemann","first_name":"Christoph","full_name":"Weddemann, Christoph"},{"full_name":"Wonisch, Daniel","first_name":"Daniel","last_name":"Wonisch"}],"publication":"37th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM 2011)","status":"public","date_created":"2020-04-06T07:52:42Z","date_updated":"2022-01-06T06:52:50Z","doi":"10.1007/978-3-642-18381-2_15","language":[{"iso":"eng"}],"title":"Collisionless Gathering of Robots with an Extent","department":[{"_id":"63"}],"publication_identifier":{"isbn":["9783642183805","9783642183812"],"issn":["0302-9743","1611-3349"]},"publication_status":"published"},{"place":"Berlin, Heidelberg","user_id":"15415","title":"Bin Packing - How Do I Get My Stuff into the Boxes","publication":"Algorithms Unplugged","department":[{"_id":"63"}],"author":[{"full_name":"Gehweiler, Joachim","first_name":"Joachim","last_name":"Gehweiler"},{"id":"15523","last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm"}],"date_created":"2020-04-06T10:10:39Z","status":"public","publication_status":"published","publication_identifier":{"isbn":["9783642153273","9783642153280"]},"date_updated":"2022-01-06T06:52:50Z","_id":"16412","doi":"10.1007/978-3-642-15328-0_38","language":[{"iso":"eng"}],"page":"367-374","type":"book_chapter","citation":{"short":"J. Gehweiler, F. Meyer auf der Heide, in: Algorithms Unplugged, Berlin, Heidelberg, 2011, pp. 367–374.","ieee":"J. Gehweiler and F. Meyer auf der Heide, “Bin Packing - How Do I Get My Stuff into the Boxes,” in Algorithms Unplugged, Berlin, Heidelberg, 2011, pp. 367–374.","chicago":"Gehweiler, Joachim, and Friedhelm Meyer auf der Heide. “Bin Packing - How Do I Get My Stuff into the Boxes.” In Algorithms Unplugged, 367–74. Berlin, Heidelberg, 2011. https://doi.org/10.1007/978-3-642-15328-0_38.","apa":"Gehweiler, J., & Meyer auf der Heide, F. (2011). Bin Packing - How Do I Get My Stuff into the Boxes. In Algorithms Unplugged (pp. 367–374). Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15328-0_38","ama":"Gehweiler J, Meyer auf der Heide F. Bin Packing - How Do I Get My Stuff into the Boxes. In: Algorithms Unplugged. Berlin, Heidelberg; 2011:367-374. doi:10.1007/978-3-642-15328-0_38","mla":"Gehweiler, Joachim, and Friedhelm Meyer auf der Heide. “Bin Packing - How Do I Get My Stuff into the Boxes.” Algorithms Unplugged, 2011, pp. 367–74, doi:10.1007/978-3-642-15328-0_38.","bibtex":"@inbook{Gehweiler_Meyer auf der Heide_2011, place={Berlin, Heidelberg}, title={Bin Packing - How Do I Get My Stuff into the Boxes}, DOI={10.1007/978-3-642-15328-0_38}, booktitle={Algorithms Unplugged}, author={Gehweiler, Joachim and Meyer auf der Heide, Friedhelm}, year={2011}, pages={367–374} }"},"year":"2011"},{"title":"Proceedings of the 23rd ACM symposium on Parallelism in algorithms and architectures - SPAA '11","user_id":"15415","publication_status":"published","publication_identifier":{"isbn":["9781450307437"]},"date_created":"2020-04-06T13:48:10Z","status":"public","department":[{"_id":"63"}],"author":[{"last_name":"Rajaraman","first_name":"Rajmohan","full_name":"Rajaraman, Rajmohan"},{"last_name":"Meyer auf der Heide","id":"15523","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm"}],"doi":"10.1145/1989493","_id":"16428","date_updated":"2022-01-06T06:52:50Z","citation":{"ieee":"R. Rajaraman and F. Meyer auf der Heide, “Proceedings of the 23rd ACM symposium on Parallelism in algorithms and architectures - SPAA ’11,” 2011.","short":"R. Rajaraman, F. Meyer auf der Heide, in: 2011.","mla":"Rajaraman, Rajmohan, and Friedhelm Meyer auf der Heide. Proceedings of the 23rd ACM Symposium on Parallelism in Algorithms and Architectures - SPAA ’11. 2011, doi:10.1145/1989493.","bibtex":"@inproceedings{Rajaraman_Meyer auf der Heide_2011, title={Proceedings of the 23rd ACM symposium on Parallelism in algorithms and architectures - SPAA ’11}, DOI={10.1145/1989493}, author={Rajaraman, Rajmohan and Meyer auf der Heide, Friedhelm}, year={2011} }","ama":"Rajaraman R, Meyer auf der Heide F. Proceedings of the 23rd ACM symposium on Parallelism in algorithms and architectures - SPAA ’11. In: ; 2011. doi:10.1145/1989493","apa":"Rajaraman, R., & Meyer auf der Heide, F. (2011). Proceedings of the 23rd ACM symposium on Parallelism in algorithms and architectures - SPAA ’11. https://doi.org/10.1145/1989493","chicago":"Rajaraman, Rajmohan, and Friedhelm Meyer auf der Heide. “Proceedings of the 23rd ACM Symposium on Parallelism in Algorithms and Architectures - SPAA ’11,” 2011. https://doi.org/10.1145/1989493."},"year":"2011","type":"conference","language":[{"iso":"eng"}]},{"user_id":"15415","title":"A survey on relay placement with runtime and approximation guarantees","author":[{"last_name":"Degener","first_name":"Bastian","full_name":"Degener, Bastian"},{"full_name":"Fekete, Sándor P.","first_name":"Sándor P.","last_name":"Fekete"},{"last_name":"Kempkes","first_name":"Barbara","full_name":"Kempkes, Barbara"},{"first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide","id":"15523"}],"department":[{"_id":"63"}],"publication":"Computer Science Review","status":"public","date_created":"2020-04-07T06:46:06Z","publication_status":"published","publication_identifier":{"issn":["1574-0137"]},"date_updated":"2022-01-06T06:52:50Z","_id":"16447","doi":"10.1016/j.cosrev.2010.09.005","language":[{"iso":"eng"}],"citation":{"short":"B. Degener, S.P. Fekete, B. Kempkes, F. Meyer auf der Heide, Computer Science Review (2011) 57–68.","ieee":"B. Degener, S. P. Fekete, B. Kempkes, and F. Meyer auf der Heide, “A survey on relay placement with runtime and approximation guarantees,” Computer Science Review, pp. 57–68, 2011.","chicago":"Degener, Bastian, Sándor P. Fekete, Barbara Kempkes, and Friedhelm Meyer auf der Heide. “A Survey on Relay Placement with Runtime and Approximation Guarantees.” Computer Science Review, 2011, 57–68. https://doi.org/10.1016/j.cosrev.2010.09.005.","apa":"Degener, B., Fekete, S. P., Kempkes, B., & Meyer auf der Heide, F. (2011). A survey on relay placement with runtime and approximation guarantees. Computer Science Review, 57–68. https://doi.org/10.1016/j.cosrev.2010.09.005","ama":"Degener B, Fekete SP, Kempkes B, Meyer auf der Heide F. A survey on relay placement with runtime and approximation guarantees. Computer Science Review. 2011:57-68. doi:10.1016/j.cosrev.2010.09.005","bibtex":"@article{Degener_Fekete_Kempkes_Meyer auf der Heide_2011, title={A survey on relay placement with runtime and approximation guarantees}, DOI={10.1016/j.cosrev.2010.09.005}, journal={Computer Science Review}, author={Degener, Bastian and Fekete, Sándor P. and Kempkes, Barbara and Meyer auf der Heide, Friedhelm}, year={2011}, pages={57–68} }","mla":"Degener, Bastian, et al. “A Survey on Relay Placement with Runtime and Approximation Guarantees.” Computer Science Review, 2011, pp. 57–68, doi:10.1016/j.cosrev.2010.09.005."},"type":"journal_article","year":"2011","page":"57-68"},{"title":"Energy-efficient strategies for building short chains of mobile robots locally","user_id":"15415","publication_status":"published","date_created":"2020-04-07T12:12:23Z","status":"public","publication":"SIROCCO '11: Proc. of the 18th International Colloquium on Structural Information and Communication Complexity","department":[{"_id":"63"}],"author":[{"full_name":"Brandes, Philipp","first_name":"Philipp","last_name":"Brandes"},{"full_name":"Degener, Bastian","first_name":"Bastian","last_name":"Degener"},{"last_name":"Kempkes","first_name":"Barbara","full_name":"Kempkes, Barbara"},{"full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm","id":"15523","last_name":"Meyer auf der Heide"}],"doi":"10.1016/j.tcs.2012.10.056","_id":"16451","date_updated":"2022-01-06T06:52:50Z","page":"138-149","type":"conference","citation":{"ieee":"P. Brandes, B. Degener, B. Kempkes, and F. Meyer auf der Heide, “Energy-efficient strategies for building short chains of mobile robots locally,” in SIROCCO ’11: Proc. of the 18th International Colloquium on Structural Information and Communication Complexity, 2011, pp. 138–149.","short":"P. Brandes, B. Degener, B. Kempkes, F. Meyer auf der Heide, in: SIROCCO ’11: Proc. of the 18th International Colloquium on Structural Information and Communication Complexity, 2011, pp. 138–149.","bibtex":"@inproceedings{Brandes_Degener_Kempkes_Meyer auf der Heide_2011, title={Energy-efficient strategies for building short chains of mobile robots locally}, DOI={10.1016/j.tcs.2012.10.056}, booktitle={SIROCCO ’11: Proc. of the 18th International Colloquium on Structural Information and Communication Complexity}, author={Brandes, Philipp and Degener, Bastian and Kempkes, Barbara and Meyer auf der Heide, Friedhelm}, year={2011}, pages={138–149} }","mla":"Brandes, Philipp, et al. “Energy-Efficient Strategies for Building Short Chains of Mobile Robots Locally.” SIROCCO ’11: Proc. of the 18th International Colloquium on Structural Information and Communication Complexity, 2011, pp. 138–49, doi:10.1016/j.tcs.2012.10.056.","ama":"Brandes P, Degener B, Kempkes B, Meyer auf der Heide F. 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The observed feature vectors are regarded as corrupted versions of underlying and unobservable clean feature vectors, which have the same statistics as the training data. Optimal classification then consists of two steps. First, the posterior density of the clean feature vector, given the observed feature vectors, has to be determined, and second, this posterior is employed in a modified classification rule, which accounts for imperfect estimates. We discuss different variants of the classification rule and further elaborate on the estimation of the clean speech feature posterior, using conditional Bayesian estimation. It is shown that this concept is fairly general and can be applied to different scenarios, such as noisy or reverberant speech recognition.","lang":"eng"}],"user_id":"44006","title":"Uncertainty Decoding and Conditional Bayesian Estimation","language":[{"iso":"eng"}],"citation":{"ieee":"R. Haeb-Umbach, “Uncertainty Decoding and Conditional Bayesian Estimation,” in Robust Speech Recognition of Uncertain or Missing Data, R. Haeb-Umbach and D. Kolossa, Eds. Springer, 2011.","short":"R. Haeb-Umbach, in: R. Haeb-Umbach, D. Kolossa (Eds.), Robust Speech Recognition of Uncertain or Missing Data, Springer, 2011.","bibtex":"@inbook{Haeb-Umbach_2011, title={Uncertainty Decoding and Conditional Bayesian Estimation}, booktitle={Robust Speech Recognition of Uncertain or Missing Data}, publisher={Springer}, author={Haeb-Umbach, Reinhold}, editor={Haeb-Umbach, Reinhold and Kolossa, DorotheaEditors}, year={2011} }","mla":"Haeb-Umbach, Reinhold. “Uncertainty Decoding and Conditional Bayesian Estimation.” Robust Speech Recognition of Uncertain or Missing Data, edited by Reinhold Haeb-Umbach and Dorothea Kolossa, Springer, 2011.","apa":"Haeb-Umbach, R. (2011). Uncertainty Decoding and Conditional Bayesian Estimation. In R. Haeb-Umbach & D. Kolossa (Eds.), Robust Speech Recognition of Uncertain or Missing Data. Springer.","ama":"Haeb-Umbach R. Uncertainty Decoding and Conditional Bayesian Estimation. In: Haeb-Umbach R, Kolossa D, eds. Robust Speech Recognition of Uncertain or Missing Data. Springer; 2011.","chicago":"Haeb-Umbach, Reinhold. “Uncertainty Decoding and Conditional Bayesian Estimation.” In Robust Speech Recognition of Uncertain or Missing Data, edited by Reinhold Haeb-Umbach and Dorothea Kolossa. Springer, 2011."},"year":"2011","type":"book_chapter","date_updated":"2022-01-06T06:51:08Z","_id":"11774"},{"date_created":"2019-07-12T05:28:01Z","status":"public","department":[{"_id":"54"}],"publication":"Baustelle Informationsgesellschaft und Universität heute","publisher":"Ferdinand Schoeningh Verlag, Paderborn","author":[{"id":"242","last_name":"Haeb-Umbach","full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold"}],"user_id":"44006","title":"Können Computer sprechen und hören, sollen sie es überhaupt können? Sprachverarbeitung und ambiente Intelligenz","language":[{"iso":"eng"}],"year":"2011","type":"book_chapter","citation":{"chicago":"Haeb-Umbach, Reinhold. “Können Computer Sprechen Und Hören, Sollen Sie Es Überhaupt Können? Sprachverarbeitung Und Ambiente Intelligenz.” In Baustelle Informationsgesellschaft Und Universität Heute. Ferdinand Schoeningh Verlag, Paderborn, 2011.","ama":"Haeb-Umbach R. Können Computer sprechen und hören, sollen sie es überhaupt können? Sprachverarbeitung und ambiente Intelligenz. In: Baustelle Informationsgesellschaft Und Universität Heute. Ferdinand Schoeningh Verlag, Paderborn; 2011.","apa":"Haeb-Umbach, R. (2011). Können Computer sprechen und hören, sollen sie es überhaupt können? Sprachverarbeitung und ambiente Intelligenz. In Baustelle Informationsgesellschaft und Universität heute. Ferdinand Schoeningh Verlag, Paderborn.","bibtex":"@inbook{Haeb-Umbach_2011, title={Können Computer sprechen und hören, sollen sie es überhaupt können? Sprachverarbeitung und ambiente Intelligenz}, booktitle={Baustelle Informationsgesellschaft und Universität heute}, publisher={Ferdinand Schoeningh Verlag, Paderborn}, author={Haeb-Umbach, Reinhold}, year={2011} }","mla":"Haeb-Umbach, Reinhold. “Können Computer Sprechen Und Hören, Sollen Sie Es Überhaupt Können? Sprachverarbeitung Und Ambiente Intelligenz.” Baustelle Informationsgesellschaft Und Universität Heute, Ferdinand Schoeningh Verlag, Paderborn, 2011.","short":"R. Haeb-Umbach, in: Baustelle Informationsgesellschaft Und Universität Heute, Ferdinand Schoeningh Verlag, Paderborn, 2011.","ieee":"R. Haeb-Umbach, “Können Computer sprechen und hören, sollen sie es überhaupt können? Sprachverarbeitung und ambiente Intelligenz,” in Baustelle Informationsgesellschaft und Universität heute, Ferdinand Schoeningh Verlag, Paderborn, 2011."},"date_updated":"2022-01-06T06:51:08Z","_id":"11775"},{"author":[{"full_name":"Herbig, Tobias","first_name":"Tobias","last_name":"Herbig"},{"last_name":"Gerl","full_name":"Gerl, Franz","first_name":"Franz"},{"last_name":"Minker","full_name":"Minker, Wolfgang","first_name":"Wolfgang"},{"id":"242","last_name":"Haeb-Umbach","full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold"}],"publication":"Evolving Systems","department":[{"_id":"54"}],"status":"public","date_created":"2019-07-12T05:28:38Z","volume":2,"user_id":"44006","title":"Adaptive Systems for Unsupervised Speaker Tracking and Speech Recognition","language":[{"iso":"eng"}],"year":"2011","citation":{"ieee":"T. Herbig, F. Gerl, W. Minker, and R. Haeb-Umbach, “Adaptive Systems for Unsupervised Speaker Tracking and Speech Recognition,” Evolving Systems, vol. 2, no. 3, pp. 199–214, 2011.","short":"T. Herbig, F. Gerl, W. Minker, R. Haeb-Umbach, Evolving Systems 2 (2011) 199–214.","mla":"Herbig, Tobias, et al. “Adaptive Systems for Unsupervised Speaker Tracking and Speech Recognition.” Evolving Systems, vol. 2, no. 3, 2011, pp. 199–214.","bibtex":"@article{Herbig_Gerl_Minker_Haeb-Umbach_2011, title={Adaptive Systems for Unsupervised Speaker Tracking and Speech Recognition}, volume={2}, number={3}, journal={Evolving Systems}, author={Herbig, Tobias and Gerl, Franz and Minker, Wolfgang and Haeb-Umbach, Reinhold}, year={2011}, pages={199–214} }","ama":"Herbig T, Gerl F, Minker W, Haeb-Umbach R. Adaptive Systems for Unsupervised Speaker Tracking and Speech Recognition. Evolving Systems. 2011;2(3):199-214.","apa":"Herbig, T., Gerl, F., Minker, W., & Haeb-Umbach, R. (2011). Adaptive Systems for Unsupervised Speaker Tracking and Speech Recognition. Evolving Systems, 2(3), 199–214.","chicago":"Herbig, Tobias, Franz Gerl, Wolfgang Minker, and Reinhold Haeb-Umbach. “Adaptive Systems for Unsupervised Speaker Tracking and Speech Recognition.” Evolving Systems 2, no. 3 (2011): 199–214."},"type":"journal_article","page":"199-214","_id":"11807","date_updated":"2022-01-06T06:51:09Z","intvolume":" 2","issue":"3"},{"_id":"11843","date_updated":"2022-01-06T06:51:11Z","type":"book_chapter","year":"2011","citation":{"short":"A. Krueger, R. Haeb-Umbach, in: R. Haeb-Umbach, D. Kolossa (Eds.), Robust Speech Recognition of Uncertain or Missing Data, Springer, 2011.","ieee":"A. Krueger and R. Haeb-Umbach, “A Model-Based Approach to Joint Compensation of Noise and Reverberation for Speech Recognition,” in Robust Speech Recognition of Uncertain or Missing Data, R. Haeb-Umbach and D. Kolossa, Eds. Springer, 2011.","ama":"Krueger A, Haeb-Umbach R. A Model-Based Approach to Joint Compensation of Noise and Reverberation for Speech Recognition. In: Haeb-Umbach R, Kolossa D, eds. Robust Speech Recognition of Uncertain or Missing Data. Springer; 2011.","apa":"Krueger, A., & Haeb-Umbach, R. (2011). A Model-Based Approach to Joint Compensation of Noise and Reverberation for Speech Recognition. In R. Haeb-Umbach & D. Kolossa (Eds.), Robust Speech Recognition of Uncertain or Missing Data. Springer.","chicago":"Krueger, Alexander, and Reinhold Haeb-Umbach. “A Model-Based Approach to Joint Compensation of Noise and Reverberation for Speech Recognition.” In Robust Speech Recognition of Uncertain or Missing Data, edited by Reinhold Haeb-Umbach and Dorothea Kolossa. Springer, 2011.","bibtex":"@inbook{Krueger_Haeb-Umbach_2011, title={A Model-Based Approach to Joint Compensation of Noise and Reverberation for Speech Recognition}, booktitle={Robust Speech Recognition of Uncertain or Missing Data}, publisher={Springer}, author={Krueger, Alexander and Haeb-Umbach, Reinhold}, editor={Haeb-Umbach, Reinhold and Kolossa, DorotheaEditors}, year={2011} }","mla":"Krueger, Alexander, and Reinhold Haeb-Umbach. “A Model-Based Approach to Joint Compensation of Noise and Reverberation for Speech Recognition.” Robust Speech Recognition of Uncertain or Missing Data, edited by Reinhold Haeb-Umbach and Dorothea Kolossa, Springer, 2011."},"language":[{"iso":"eng"}],"title":"A Model-Based Approach to Joint Compensation of Noise and Reverberation for Speech Recognition","user_id":"44006","abstract":[{"lang":"eng","text":"Employing automatic speech recognition systems in hands-free communication applications is accompanied by perfomance degradation due to background noise and, in particular, due to reverberation. These two kinds of distortion alter the shape of the feature vector trajectory extracted from the microphone signal and consequently lead to a discrepancy between training and testing conditions for the recognizer. In this chapter we present a feature enhancement approach aiming at the joint compensation of noise and reverberation to improve the performance by restoring the training conditions. For the enhancement we concentrate on the logarithmic mel power spectral coefficients as features, which are computed at an intermediate stage to obtain the widely used mel frequency cepstral coefficients. The proposed technique is based on a Bayesian framework, to attempt to infer the posterior distribution of the clean features given the observation of all past corrupted features. It exploits information from a priori models describing the dynamics of clean speech and noise-only feature vector trajectories as well as from an observation model relating the reverberant noisy to the clean features. The observation model relies on a simplified stochastic model of the room impulse response (RIR) between the speaker and the microphone, having only two parameters, namely RIR energy and reverberation time, which can be estimated from the captured microphone signal. The performance of the proposed enhancement technique is finally experimentally studied by means of recognition accuracy obtained for a connected digits recognition task under different noise and reverberation conditions using the Aurora~5 database."}],"editor":[{"full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold","last_name":"Haeb-Umbach"},{"last_name":"Kolossa","full_name":"Kolossa, Dorothea","first_name":"Dorothea"}],"status":"public","date_created":"2019-07-12T05:29:20Z","author":[{"full_name":"Krueger, Alexander","first_name":"Alexander","last_name":"Krueger"},{"full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold","id":"242","last_name":"Haeb-Umbach"}],"publisher":"Springer","department":[{"_id":"54"}],"publication":"Robust Speech Recognition of Uncertain or Missing Data"},{"main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2011/KrHa11.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"page":"3596-3599","year":"2011","type":"conference","citation":{"ieee":"A. Krueger and R. Haeb-Umbach, “MAP-based estimation of the parameters of non-stationary Gaussian processes from noisy observations,” in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), 2011, pp. 3596–3599.","short":"A. Krueger, R. Haeb-Umbach, in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), 2011, pp. 3596–3599.","mla":"Krueger, Alexander, and Reinhold Haeb-Umbach. “MAP-Based Estimation of the Parameters of Non-Stationary Gaussian Processes from Noisy Observations.” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), 2011, pp. 3596–99, doi:10.1109/ICASSP.2011.5946256.","bibtex":"@inproceedings{Krueger_Haeb-Umbach_2011, title={MAP-based estimation of the parameters of non-stationary Gaussian processes from noisy observations}, DOI={10.1109/ICASSP.2011.5946256}, booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011)}, author={Krueger, Alexander and Haeb-Umbach, Reinhold}, year={2011}, pages={3596–3599} }","apa":"Krueger, A., & Haeb-Umbach, R. (2011). MAP-based estimation of the parameters of non-stationary Gaussian processes from noisy observations. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011) (pp. 3596–3599). https://doi.org/10.1109/ICASSP.2011.5946256","ama":"Krueger A, Haeb-Umbach R. MAP-based estimation of the parameters of non-stationary Gaussian processes from noisy observations. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011). ; 2011:3596-3599. doi:10.1109/ICASSP.2011.5946256","chicago":"Krueger, Alexander, and Reinhold Haeb-Umbach. “MAP-Based Estimation of the Parameters of Non-Stationary Gaussian Processes from Noisy Observations.” In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), 3596–99, 2011. https://doi.org/10.1109/ICASSP.2011.5946256."},"_id":"11845","date_updated":"2022-01-06T06:51:11Z","oa":"1","doi":"10.1109/ICASSP.2011.5946256","keyword":["Gaussian processes","MAP-based estimation","maximum a posteriori method","maximum likelihood estimation","nonstationary Gaussian processes"],"department":[{"_id":"54"}],"publication":"IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011)","author":[{"last_name":"Krueger","full_name":"Krueger, Alexander","first_name":"Alexander"},{"first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","id":"242"}],"date_created":"2019-07-12T05:29:22Z","status":"public","abstract":[{"text":"The paper proposes a modification of the standard maximum a posteriori (MAP) method for the estimation of the parameters of a Gaussian process for cases where the process is superposed by additive Gaussian observation errors of known variance. Simulations on artificially generated data demonstrate the superiority of the proposed method. While reducing to the ordinary MAP approach in the absence of observation noise, the improvement becomes the more pronounced the larger the variance of the observation noise. The method is further extended to track the parameters in case of non-stationary Gaussian processes.","lang":"eng"}],"user_id":"44006","title":"MAP-based estimation of the parameters of non-stationary Gaussian processes from noisy observations"},{"department":[{"_id":"54"}],"title":"Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation","language":[{"iso":"eng"}],"oa":"1","doi":"10.1109/TASL.2010.2047324","date_updated":"2022-01-06T06:51:11Z","status":"public","date_created":"2019-07-12T05:29:28Z","volume":19,"author":[{"last_name":"Krueger","full_name":"Krueger, Alexander","first_name":"Alexander"},{"last_name":"Warsitz","first_name":"Ernst","full_name":"Warsitz, Ernst"},{"first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","id":"242"}],"publication":"IEEE Transactions on Audio, Speech, and Language Processing","keyword":["acoustical transfer function ratio","adaptive eigenvector tracking","array signal processing","beamformer design","blocking matrix","eigenvalues and eigenfunctions","eigenvector-based transfer function ratios estimation","generalized sidelobe canceler","interference reduction","iterative methods","power iteration method","reduced speech distortions","reverberant enclosure","reverberation","speech enhancement","stationary noise"],"user_id":"44006","abstract":[{"lang":"eng","text":"In this paper, we present a novel blocking matrix and fixed beamformer design for a generalized sidelobe canceler for speech enhancement in a reverberant enclosure. They are based on a new method for estimating the acoustical transfer function ratios in the presence of stationary noise. The estimation method relies on solving a generalized eigenvalue problem in each frequency bin. An adaptive eigenvector tracking utilizing the power iteration method is employed and shown to achieve a high convergence speed. Simulation results demonstrate that the proposed beamformer leads to better noise and interference reduction and reduced speech distortions compared to other blocking matrix designs from the literature."}],"type":"journal_article","citation":{"mla":"Krueger, Alexander, et al. “Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation.” IEEE Transactions on Audio, Speech, and Language Processing, vol. 19, no. 1, 2011, pp. 206–19, doi:10.1109/TASL.2010.2047324.","bibtex":"@article{Krueger_Warsitz_Haeb-Umbach_2011, title={Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation}, volume={19}, DOI={10.1109/TASL.2010.2047324}, number={1}, journal={IEEE Transactions on Audio, Speech, and Language Processing}, author={Krueger, Alexander and Warsitz, Ernst and Haeb-Umbach, Reinhold}, year={2011}, pages={206–219} }","ama":"Krueger A, Warsitz E, Haeb-Umbach R. Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation. IEEE Transactions on Audio, Speech, and Language Processing. 2011;19(1):206-219. doi:10.1109/TASL.2010.2047324","apa":"Krueger, A., Warsitz, E., & Haeb-Umbach, R. (2011). Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation. IEEE Transactions on Audio, Speech, and Language Processing, 19(1), 206–219. https://doi.org/10.1109/TASL.2010.2047324","chicago":"Krueger, Alexander, Ernst Warsitz, and Reinhold Haeb-Umbach. “Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation.” IEEE Transactions on Audio, Speech, and Language Processing 19, no. 1 (2011): 206–19. https://doi.org/10.1109/TASL.2010.2047324.","ieee":"A. Krueger, E. Warsitz, and R. Haeb-Umbach, “Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation,” IEEE Transactions on Audio, Speech, and Language Processing, vol. 19, no. 1, pp. 206–219, 2011.","short":"A. Krueger, E. Warsitz, R. Haeb-Umbach, IEEE Transactions on Audio, Speech, and Language Processing 19 (2011) 206–219."},"year":"2011","page":"206-219","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2011/KrWaHa11.pdf","open_access":"1"}],"issue":"1","intvolume":" 19","_id":"11850"},{"_id":"11856","date_updated":"2022-01-06T06:51:11Z","language":[{"iso":"eng"}],"year":"2011","citation":{"ieee":"V. Leutnant and R. Haeb-Umbach, “Conditional Bayesian Estimation Employing a Phase-Sensitive Observation Model for Noise Robust Speech Recognition,” in Robust Speech Recognition of Uncertain or Missing Data, R. Haeb-Umbach and D. Kolossa, Eds. Springer, 2011.","short":"V. Leutnant, R. Haeb-Umbach, in: R. Haeb-Umbach, D. Kolossa (Eds.), Robust Speech Recognition of Uncertain or Missing Data, Springer, 2011.","mla":"Leutnant, Volker, and Reinhold Haeb-Umbach. “Conditional Bayesian Estimation Employing a Phase-Sensitive Observation Model for Noise Robust Speech Recognition.” Robust Speech Recognition of Uncertain or Missing Data, edited by Reinhold Haeb-Umbach and Dorothea Kolossa, Springer, 2011.","bibtex":"@inbook{Leutnant_Haeb-Umbach_2011, title={Conditional Bayesian Estimation Employing a Phase-Sensitive Observation Model for Noise Robust Speech Recognition}, booktitle={Robust Speech Recognition of Uncertain or Missing Data}, publisher={Springer}, author={Leutnant, Volker and Haeb-Umbach, Reinhold}, editor={Haeb-Umbach, Reinhold and Kolossa, DorotheaEditors}, year={2011} }","chicago":"Leutnant, Volker, and Reinhold Haeb-Umbach. “Conditional Bayesian Estimation Employing a Phase-Sensitive Observation Model for Noise Robust Speech Recognition.” In Robust Speech Recognition of Uncertain or Missing Data, edited by Reinhold Haeb-Umbach and Dorothea Kolossa. Springer, 2011.","ama":"Leutnant V, Haeb-Umbach R. Conditional Bayesian Estimation Employing a Phase-Sensitive Observation Model for Noise Robust Speech Recognition. In: Haeb-Umbach R, Kolossa D, eds. Robust Speech Recognition of Uncertain or Missing Data. Springer; 2011.","apa":"Leutnant, V., & Haeb-Umbach, R. (2011). Conditional Bayesian Estimation Employing a Phase-Sensitive Observation Model for Noise Robust Speech Recognition. In R. Haeb-Umbach & D. Kolossa (Eds.), Robust Speech Recognition of Uncertain or Missing Data. Springer."},"type":"book_chapter","user_id":"44006","title":"Conditional Bayesian Estimation Employing a Phase-Sensitive Observation Model for Noise Robust Speech Recognition","abstract":[{"lang":"eng","text":"In this contribution, conditional Bayesian estimation employing a phase-sensitive observation model for noise robust speech recognition will be studied. After a review of speech recognition under the presence of corrupted features, termed uncertainty decoding, the estimation of the posterior distribution of the uncorrupted (clean) feature vector will be shown to be a key element of noise robust speech recognition. The estimation process will be based on three major components: an a priori model of the unobservable data, an observation model relating the unobservable data to the corrupted observation and an inference algorithm, finally allowing for a computationally tractable solution. Special stress will be laid on a detailed derivation of the phase-sensitive observation model and the required moments of the phase factor distribution. Thereby, it will not only be proven analytically that the phase factor distribution is non-Gaussian but also that all central moments can (approximately) be computed solely based on the used mel filter bank, finally rendering the moments independent of noise type and signal-to-noise ratio. The phase-sensitive observation model will then be incorporated into a model-based feature enhancement scheme and recognition experiments will be carried out on the Aurora~2 and Aurora~4 databases. The importance of incorporating phase factor information into the enhancement scheme is pointed out by all recognition results. Application of the proposed scheme under the derived uncertainty decoding framework further leads to significant improvements in both recognition tasks, eventually reaching the performance achieved with the ETSI advanced front-end."}],"date_created":"2019-07-12T05:29:35Z","status":"public","editor":[{"last_name":"Haeb-Umbach","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold"},{"last_name":"Kolossa","first_name":"Dorothea","full_name":"Kolossa, Dorothea"}],"publication":"Robust Speech Recognition of Uncertain or Missing Data","department":[{"_id":"54"}],"author":[{"last_name":"Leutnant","full_name":"Leutnant, Volker","first_name":"Volker"},{"full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold","id":"242","last_name":"Haeb-Umbach"}],"publisher":"Springer"},{"oa":"1","_id":"11866","date_updated":"2022-01-06T06:51:11Z","year":"2011","citation":{"bibtex":"@inproceedings{Leutnant_Krueger_Haeb-Umbach_2011, title={A versatile Gaussian splitting approach to non-linear state estimation and its application to noise-robust ASR}, booktitle={Interspeech 2011}, author={Leutnant, Volker and Krueger, Alexander and Haeb-Umbach, Reinhold}, year={2011} }","mla":"Leutnant, Volker, et al. “A Versatile Gaussian Splitting Approach to Non-Linear State Estimation and Its Application to Noise-Robust ASR.” Interspeech 2011, 2011.","apa":"Leutnant, V., Krueger, A., & Haeb-Umbach, R. (2011). A versatile Gaussian splitting approach to non-linear state estimation and its application to noise-robust ASR. In Interspeech 2011.","ama":"Leutnant V, Krueger A, Haeb-Umbach R. A versatile Gaussian splitting approach to non-linear state estimation and its application to noise-robust ASR. In: Interspeech 2011. ; 2011.","chicago":"Leutnant, Volker, Alexander Krueger, and Reinhold Haeb-Umbach. “A Versatile Gaussian Splitting Approach to Non-Linear State Estimation and Its Application to Noise-Robust ASR.” In Interspeech 2011, 2011.","ieee":"V. Leutnant, A. Krueger, and R. Haeb-Umbach, “A versatile Gaussian splitting approach to non-linear state estimation and its application to noise-robust ASR,” in Interspeech 2011, 2011.","short":"V. Leutnant, A. Krueger, R. Haeb-Umbach, in: Interspeech 2011, 2011."},"type":"conference","language":[{"iso":"eng"}],"main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2011/LeKrHa11.pdf"}],"title":"A versatile Gaussian splitting approach to non-linear state estimation and its application to noise-robust ASR","user_id":"44006","abstract":[{"text":"In this work, a splitting and weighting scheme that allows for splitting a Gaussian density into a Gaussian mixture density (GMM) is extended to allow the mixture components to be arranged along arbitrary directions. The parameters of the Gaussian mixture are chosen such that the GMM and the original Gaussian still exhibit equal central moments up to an order of four. The resulting mixtures{\\rq} covariances will have eigenvalues that are smaller than those of the covariance of the original distribution, which is a desirable property in the context of non-linear state estimation, since the underlying assumptions of the extended K ALMAN filter are better justified in this case. Application to speech feature enhancement in the context of noise-robust automatic speech recognition reveals the beneficial properties of the proposed approach in terms of a reduced word error rate on the Aurora 2 recognition task.","lang":"eng"}],"date_created":"2019-07-12T05:29:46Z","status":"public","department":[{"_id":"54"}],"publication":"Interspeech 2011","author":[{"first_name":"Volker","full_name":"Leutnant, Volker","last_name":"Leutnant"},{"first_name":"Alexander","full_name":"Krueger, Alexander","last_name":"Krueger"},{"full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold","id":"242","last_name":"Haeb-Umbach"}]},{"oa":"1","_id":"11911","date_updated":"2022-01-06T06:51:12Z","language":[{"iso":"eng"}],"type":"conference","citation":{"chicago":"Tran Vu, Dang Hai, and Reinhold Haeb-Umbach. “On Initial Seed Selection for Frequency Domain Blind Speech Separation.” In Interspeech 2011, 2011.","apa":"Tran Vu, D. H., & Haeb-Umbach, R. (2011). On Initial Seed Selection for Frequency Domain Blind Speech Separation. In Interspeech 2011.","ama":"Tran Vu DH, Haeb-Umbach R. On Initial Seed Selection for Frequency Domain Blind Speech Separation. In: Interspeech 2011. ; 2011.","bibtex":"@inproceedings{Tran Vu_Haeb-Umbach_2011, title={On Initial Seed Selection for Frequency Domain Blind Speech Separation}, booktitle={Interspeech 2011}, author={Tran Vu, Dang Hai and Haeb-Umbach, Reinhold}, year={2011} }","mla":"Tran Vu, Dang Hai, and Reinhold Haeb-Umbach. “On Initial Seed Selection for Frequency Domain Blind Speech Separation.” Interspeech 2011, 2011.","short":"D.H. Tran Vu, R. Haeb-Umbach, in: Interspeech 2011, 2011.","ieee":"D. H. Tran Vu and R. Haeb-Umbach, “On Initial Seed Selection for Frequency Domain Blind Speech Separation,” in Interspeech 2011, 2011."},"year":"2011","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2011/TrHa11.pdf","open_access":"1"}],"user_id":"44006","title":"On Initial Seed Selection for Frequency Domain Blind Speech Separation","abstract":[{"lang":"eng","text":"In this paper we address the problem of initial seed selection for frequency domain iterative blind speech separation (BSS) algorithms. The derivation of the seeding algorithm is guided by the goal to select samples which are likely to be caused by source activity and not by noise and at the same time originate from different sources. The proposed algorithm has moderate computational complexity and finds better seed values than alternative schemes, as is demonstrated by experiments on the database of the SiSEC2010 challenge."}],"status":"public","date_created":"2019-07-12T05:30:38Z","author":[{"full_name":"Tran Vu, Dang Hai","first_name":"Dang Hai","last_name":"Tran Vu"},{"full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold","id":"242","last_name":"Haeb-Umbach"}],"publication":"Interspeech 2011","department":[{"_id":"54"}]},{"main_file_link":[{"url":"http://www.springer.com/engineering/signals/book/978-3-642-21316-8?detailsPage=authorsAndEditors","open_access":"1"}],"language":[{"iso":"eng"}],"year":"2011","type":"book_editor","citation":{"short":"D. Kolossa, R. Haeb-Umbach, eds., Robust Speech Recognition of Uncertain or Missing Data --- Theory and Applications, Springer, 2011.","ieee":"D. Kolossa and R. Haeb-Umbach, Eds., Robust Speech Recognition of Uncertain or Missing Data --- Theory and Applications. Springer, 2011.","chicago":"Kolossa, Dorothea, and Reinhold Haeb-Umbach, eds. Robust Speech Recognition of Uncertain or Missing Data --- Theory and Applications. Springer, 2011.","ama":"Kolossa D, Haeb-Umbach R, eds. Robust Speech Recognition of Uncertain or Missing Data --- Theory and Applications. Springer; 2011.","apa":"Kolossa, D., & Haeb-Umbach, R. (Eds.). (2011). Robust Speech Recognition of Uncertain or Missing Data --- Theory and Applications. Springer.","mla":"Kolossa, Dorothea, and Reinhold Haeb-Umbach, editors. Robust Speech Recognition of Uncertain or Missing Data --- Theory and Applications. 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