[{"citation":{"apa":"Reinold, P., Meyer, N., Buse, D., Klingler, F., Sommer, C., Dressler, F., … Andert, J. (2019). Verkehrssimulation im Hardware-in-the-Loop-Steuergerätetest. In <i>Proceedings</i>. Wiesbaden. <a href=\"https://doi.org/10.1007/978-3-658-25294-6_15\">https://doi.org/10.1007/978-3-658-25294-6_15</a>","ieee":"P. Reinold <i>et al.</i>, “Verkehrssimulation im Hardware-in-the-Loop-Steuergerätetest,” in <i>Proceedings</i>, Wiesbaden, 2019.","chicago":"Reinold, Peter, Norbert Meyer, Dominik Buse, Florian Klingler, Christoph Sommer, Falko Dressler, Markus Eisenbarth, and Jakob Andert. “Verkehrssimulation Im Hardware-in-the-Loop-Steuergerätetest.” In <i>Proceedings</i>. Wiesbaden, 2019. <a href=\"https://doi.org/10.1007/978-3-658-25294-6_15\">https://doi.org/10.1007/978-3-658-25294-6_15</a>.","short":"P. Reinold, N. Meyer, D. Buse, F. Klingler, C. Sommer, F. Dressler, M. Eisenbarth, J. Andert, in: Proceedings, Wiesbaden, 2019.","mla":"Reinold, Peter, et al. “Verkehrssimulation Im Hardware-in-the-Loop-Steuergerätetest.” <i>Proceedings</i>, 2019, doi:<a href=\"https://doi.org/10.1007/978-3-658-25294-6_15\">10.1007/978-3-658-25294-6_15</a>.","ama":"Reinold P, Meyer N, Buse D, et al. Verkehrssimulation im Hardware-in-the-Loop-Steuergerätetest. In: <i>Proceedings</i>. Wiesbaden; 2019. doi:<a href=\"https://doi.org/10.1007/978-3-658-25294-6_15\">10.1007/978-3-658-25294-6_15</a>","bibtex":"@inbook{Reinold_Meyer_Buse_Klingler_Sommer_Dressler_Eisenbarth_Andert_2019, place={Wiesbaden}, title={Verkehrssimulation im Hardware-in-the-Loop-Steuergerätetest}, DOI={<a href=\"https://doi.org/10.1007/978-3-658-25294-6_15\">10.1007/978-3-658-25294-6_15</a>}, booktitle={Proceedings}, author={Reinold, Peter and Meyer, Norbert and Buse, Dominik and Klingler, Florian and Sommer, Christoph and Dressler, Falko and Eisenbarth, Markus and Andert, Jakob}, year={2019} }"},"publication":"Proceedings","department":[{"_id":"589"}],"type":"book_chapter","date_created":"2019-07-18T09:54:37Z","place":"Wiesbaden","publication_status":"published","date_updated":"2022-01-06T06:51:16Z","publication_identifier":{"isbn":["9783658252939","9783658252946"],"issn":["2198-7432","2198-7440"]},"author":[{"full_name":"Reinold, Peter","first_name":"Peter","last_name":"Reinold"},{"last_name":"Meyer","first_name":"Norbert","full_name":"Meyer, Norbert"},{"full_name":"Buse, Dominik","first_name":"Dominik","last_name":"Buse"},{"last_name":"Klingler","first_name":"Florian","full_name":"Klingler, Florian"},{"id":"49154","full_name":"Sommer, Christoph","first_name":"Christoph","last_name":"Sommer","orcid":"0000-0002-4336-7350"},{"first_name":"Falko","last_name":"Dressler","full_name":"Dressler, Falko"},{"first_name":"Markus","last_name":"Eisenbarth","full_name":"Eisenbarth, Markus"},{"full_name":"Andert, Jakob","first_name":"Jakob","last_name":"Andert"}],"title":"Verkehrssimulation im Hardware-in-the-Loop-Steuergerätetest","status":"public","year":"2019","user_id":"49154","doi":"10.1007/978-3-658-25294-6_15","language":[{"iso":"eng"}],"_id":"12043"},{"publication_status":"published","date_updated":"2022-01-06T06:51:16Z","publication_identifier":{"issn":["2522-8595","2522-8609"],"isbn":["9783030128418","9783030128425"]},"author":[{"id":"49154","last_name":"Sommer","orcid":"0000-0002-4336-7350","first_name":"Christoph","full_name":"Sommer, Christoph"},{"first_name":"David","last_name":"Eckhoff","full_name":"Eckhoff, David"},{"full_name":"Brummer, Alexander","first_name":"Alexander","last_name":"Brummer"},{"first_name":"Dominik S.","last_name":"Buse","full_name":"Buse, Dominik S."},{"full_name":"Hagenauer, Florian","last_name":"Hagenauer","first_name":"Florian"},{"full_name":"Joerer, Stefan","first_name":"Stefan","last_name":"Joerer"},{"last_name":"Segata","first_name":"Michele","full_name":"Segata, Michele"}],"year":"2019","title":"Veins: The Open Source Vehicular Network Simulation Framework","status":"public","user_id":"49154","doi":"10.1007/978-3-030-12842-5_6","language":[{"iso":"eng"}],"_id":"12072","citation":{"bibtex":"@inbook{Sommer_Eckhoff_Brummer_Buse_Hagenauer_Joerer_Segata_2019, place={Cham}, title={Veins: The Open Source Vehicular Network Simulation Framework}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-12842-5_6\">10.1007/978-3-030-12842-5_6</a>}, booktitle={Recent Advances in Network Simulation}, author={Sommer, Christoph and Eckhoff, David and Brummer, Alexander and Buse, Dominik S. and Hagenauer, Florian and Joerer, Stefan and Segata, Michele}, year={2019} }","ama":"Sommer C, Eckhoff D, Brummer A, et al. Veins: The Open Source Vehicular Network Simulation Framework. In: <i>Recent Advances in Network Simulation</i>. Cham; 2019. doi:<a href=\"https://doi.org/10.1007/978-3-030-12842-5_6\">10.1007/978-3-030-12842-5_6</a>","mla":"Sommer, Christoph, et al. “Veins: The Open Source Vehicular Network Simulation Framework.” <i>Recent Advances in Network Simulation</i>, 2019, doi:<a href=\"https://doi.org/10.1007/978-3-030-12842-5_6\">10.1007/978-3-030-12842-5_6</a>.","short":"C. Sommer, D. Eckhoff, A. Brummer, D.S. Buse, F. Hagenauer, S. Joerer, M. Segata, in: Recent Advances in Network Simulation, Cham, 2019.","chicago":"Sommer, Christoph, David Eckhoff, Alexander Brummer, Dominik S. Buse, Florian Hagenauer, Stefan Joerer, and Michele Segata. “Veins: The Open Source Vehicular Network Simulation Framework.” In <i>Recent Advances in Network Simulation</i>. Cham, 2019. <a href=\"https://doi.org/10.1007/978-3-030-12842-5_6\">https://doi.org/10.1007/978-3-030-12842-5_6</a>.","ieee":"C. Sommer <i>et al.</i>, “Veins: The Open Source Vehicular Network Simulation Framework,” in <i>Recent Advances in Network Simulation</i>, Cham, 2019.","apa":"Sommer, C., Eckhoff, D., Brummer, A., Buse, D. S., Hagenauer, F., Joerer, S., &#38; Segata, M. (2019). Veins: The Open Source Vehicular Network Simulation Framework. In <i>Recent Advances in Network Simulation</i>. Cham. <a href=\"https://doi.org/10.1007/978-3-030-12842-5_6\">https://doi.org/10.1007/978-3-030-12842-5_6</a>"},"publication":"Recent Advances in Network Simulation","department":[{"_id":"589"}],"type":"book_chapter","date_created":"2019-07-18T09:55:53Z","place":"Cham"},{"publication":"Proceedings of the Mensch und Computer 2019 (MuC ’19)","citation":{"ieee":"E. Yigitbas, J. Heindörfer, and G. Engels, “A Context-aware Virtual Reality First Aid Training Application,” in <i>Proceedings of the Mensch und Computer 2019 (MuC ’19)</i>, 2019, pp. 885--888.","apa":"Yigitbas, E., Heindörfer, J., &#38; Engels, G. (2019). A Context-aware Virtual Reality First Aid Training Application. In <i>Proceedings of the Mensch und Computer 2019 (MuC ’19)</i> (pp. 885--888). ACM.","short":"E. Yigitbas, J. Heindörfer, G. Engels, in: Proceedings of the Mensch Und Computer 2019 (MuC ’19), ACM, 2019, pp. 885--888.","chicago":"Yigitbas, Enes, Joshua Heindörfer, and Gregor Engels. “A Context-Aware Virtual Reality First Aid Training Application.” In <i>Proceedings of the Mensch Und Computer 2019 (MuC ’19)</i>, 885--888. ACM, 2019.","mla":"Yigitbas, Enes, et al. “A Context-Aware Virtual Reality First Aid Training Application.” <i>Proceedings of the Mensch Und Computer 2019 (MuC ’19)</i>, ACM, 2019, pp. 885--888.","bibtex":"@inproceedings{Yigitbas_Heindörfer_Engels_2019, title={A Context-aware Virtual Reality First Aid Training Application}, booktitle={Proceedings of the Mensch und Computer 2019 (MuC ’19)}, publisher={ACM}, author={Yigitbas, Enes and Heindörfer, Joshua and Engels, Gregor}, year={2019}, pages={885--888} }","ama":"Yigitbas E, Heindörfer J, Engels G. A Context-aware Virtual Reality First Aid Training Application. In: <i>Proceedings of the Mensch Und Computer 2019 (MuC ’19)</i>. ACM; 2019:885--888."},"date_created":"2019-07-18T13:59:33Z","type":"conference","department":[{"_id":"66"},{"_id":"534"}],"year":"2019","title":"A Context-aware Virtual Reality First Aid Training Application","status":"public","author":[{"first_name":"Enes","last_name":"Yigitbas","orcid":"0000-0002-5967-833X","full_name":"Yigitbas, Enes","id":"8447"},{"full_name":"Heindörfer, Joshua","last_name":"Heindörfer","first_name":"Joshua"},{"id":"107","last_name":"Engels","first_name":"Gregor","full_name":"Engels, Gregor"}],"date_updated":"2022-01-06T06:51:16Z","page":"885--888","language":[{"iso":"eng"}],"_id":"12076","publisher":"ACM","user_id":"8447"},{"project":[{"_id":"37","grant_number":"P01","name":"Der Einfluss von steuerlicher Regulierung auf multinationale Unternehmen"}],"abstract":[{"lang":"ger","text":"Die Komplexität von Steuersystemen gewinnt in der Debatte um den internationalen Steuerwettbewerb zunehmend an Bedeutung. Im vorliegenden Beitrag erfolgt, basierend auf den Daten, die dem Tax Complexity Index (www.taxcomplexity.org) zugrunde liegen, eine umfassende Gegenüberstellung der Komplexität der Steuersysteme von Deutschland und Öster-reich unter Berücksichtigung der Mittelwerte aller Länder. Die Steuergesetze weisen sowohl in Deutschland als auch in Österreich einen verhältnismäßig hohen Grad an Komplexität auf. Bei den steuerlichen Rahmenbedingungen fällt der Grad an Komplexität in beiden Ländern dagegen niedrig aus, wobei Österreich im Durchschnitt weniger komplex ist als Deutschland."}],"citation":{"ama":"Hoppe T, Rechbauer M, Sturm S. <i>Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo</i>.","bibtex":"@book{Hoppe_Rechbauer_Sturm, title={Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo}, author={Hoppe, Thomas and Rechbauer, Martina and Sturm, Susann} }","mla":"Hoppe, Thomas, et al. <i>Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo</i>.","chicago":"Hoppe, Thomas, Martina Rechbauer, and Susann Sturm. <i>Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo</i>, n.d.","short":"T. Hoppe, M. Rechbauer, S. Sturm, Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo, n.d.","apa":"Hoppe, T., Rechbauer, M., &#38; Sturm, S. (n.d.). <i>Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo</i>.","ieee":"T. Hoppe, M. Rechbauer, and S. Sturm, <i>Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo</i>. ."},"file_date_updated":"2019-07-18T22:05:23Z","department":[{"_id":"187"}],"type":"working_paper","date_created":"2019-07-18T22:07:02Z","file":[{"success":1,"content_type":"application/pdf","file_id":"12078","access_level":"closed","file_size":679552,"file_name":"Hoppe Rechbauer Sturm 2019.pdf","date_updated":"2019-07-18T22:05:23Z","relation":"main_file","date_created":"2019-07-18T22:05:23Z","creator":"hoppet"}],"has_accepted_license":"1","publication_status":"submitted","date_updated":"2022-01-06T06:51:17Z","author":[{"id":"22671","last_name":"Hoppe","first_name":"Thomas","full_name":"Hoppe, Thomas"},{"full_name":"Rechbauer, Martina","first_name":"Martina","last_name":"Rechbauer"},{"full_name":"Sturm, Susann","last_name":"Sturm","first_name":"Susann"}],"title":"Steuerkomplexität im Vergleich zwischen Deutschland und Österreich – Eine Analyse des Status quo","status":"public","year":"2019","user_id":"68607","ddc":["330"],"language":[{"iso":"ger"}],"_id":"12077"},{"project":[{"name":"SFB 901","_id":"1"},{"_id":"2","name":"SFB 901 - Project Area A"},{"name":"SFB 901 - Subproject A1","_id":"5"}],"citation":{"short":"B. Feldkord, T. Knollmann, M. Malatyali, F. Meyer auf der Heide, in: Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA), Springer, 2019, pp. 120–137.","chicago":"Feldkord, Björn, Till Knollmann, Manuel Malatyali, and Friedhelm Meyer auf der Heide. “Managing Multiple Mobile Resources.” In <i>Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA)</i>, 120–37. Springer, 2019. <a href=\"https://doi.org/10.1007/978-3-030-39479-0_9\">https://doi.org/10.1007/978-3-030-39479-0_9</a>.","ieee":"B. Feldkord, T. Knollmann, M. Malatyali, and F. Meyer auf der Heide, “Managing Multiple Mobile Resources,” in <i>Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA)</i>, 2019, pp. 120–137.","apa":"Feldkord, B., Knollmann, T., Malatyali, M., &#38; Meyer auf der Heide, F. (2019). Managing Multiple Mobile Resources. In <i>Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA)</i> (pp. 120–137). Springer. <a href=\"https://doi.org/10.1007/978-3-030-39479-0_9\">https://doi.org/10.1007/978-3-030-39479-0_9</a>","bibtex":"@inproceedings{Feldkord_Knollmann_Malatyali_Meyer auf der Heide_2019, title={Managing Multiple Mobile Resources}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-39479-0_9\">10.1007/978-3-030-39479-0_9</a>}, booktitle={Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA)}, publisher={Springer}, author={Feldkord, Björn and Knollmann, Till and Malatyali, Manuel and Meyer auf der Heide, Friedhelm}, year={2019}, pages={120–137} }","ama":"Feldkord B, Knollmann T, Malatyali M, Meyer auf der Heide F. Managing Multiple Mobile Resources. In: <i>Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA)</i>. Springer; 2019:120-137. doi:<a href=\"https://doi.org/10.1007/978-3-030-39479-0_9\">10.1007/978-3-030-39479-0_9</a>","mla":"Feldkord, Björn, et al. “Managing Multiple Mobile Resources.” <i>Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA)</i>, Springer, 2019, pp. 120–37, doi:<a href=\"https://doi.org/10.1007/978-3-030-39479-0_9\">10.1007/978-3-030-39479-0_9</a>."},"publication":"Proceedings of the 17th Workshop on Approximation and Online Algorithms (WAOA)","department":[{"_id":"63"}],"type":"conference","date_created":"2019-07-22T09:00:05Z","external_id":{"arxiv":["1907.09834"]},"date_updated":"2022-01-06T06:51:20Z","publication_status":"published","author":[{"id":"22704","first_name":"Björn","last_name":"Feldkord","full_name":"Feldkord, Björn"},{"id":"39241","last_name":"Knollmann","first_name":"Till","orcid":"0000-0003-2014-4696","full_name":"Knollmann, Till"},{"full_name":"Malatyali, Manuel","first_name":"Manuel","last_name":"Malatyali"},{"id":"15523","first_name":"Friedhelm","last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm"}],"title":"Managing Multiple Mobile Resources","year":"2019","status":"public","doi":"10.1007/978-3-030-39479-0_9","user_id":"22704","_id":"12870","publisher":"Springer","language":[{"iso":"eng"}],"page":"120 - 137"},{"has_accepted_license":"1","date_updated":"2022-01-06T06:51:21Z","author":[{"first_name":"Lukas","last_name":"Drude","full_name":"Drude, Lukas","id":"11213"},{"first_name":"Daniel","last_name":"Hasenklever","full_name":"Hasenklever, Daniel"},{"id":"242","first_name":"Reinhold","last_name":"Haeb-Umbach","full_name":"Haeb-Umbach, Reinhold"}],"title":"Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation","year":"2019","status":"public","ddc":["000"],"user_id":"59789","_id":"12874","language":[{"iso":"eng"}],"project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"abstract":[{"text":"We propose a training scheme to train neural network-based source separation algorithms from scratch when parallel clean data is unavailable. In particular, we demonstrate that an unsupervised spatial clustering algorithm is sufficient to guide the training of a deep clustering system. We argue that previous work on deep clustering requires strong supervision and elaborate on why this is a limitation. We demonstrate that (a) the single-channel deep clustering system trained according to the proposed scheme alone is able to achieve a similar performance as the multi-channel teacher in terms of word error rates and (b) initializing the spatial clustering approach with the deep clustering result yields a relative word error rate reduction of 26% over the unsupervised teacher.","lang":"eng"}],"citation":{"ieee":"L. Drude, D. Hasenklever, and R. Haeb-Umbach, “Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation,” in <i>ICASSP 2019, Brighton, UK</i>, 2019.","apa":"Drude, L., Hasenklever, D., &#38; Haeb-Umbach, R. (2019). Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation. In <i>ICASSP 2019, Brighton, UK</i>.","short":"L. Drude, D. Hasenklever, R. Haeb-Umbach, in: ICASSP 2019, Brighton, UK, 2019.","chicago":"Drude, Lukas, Daniel Hasenklever, and Reinhold Haeb-Umbach. “Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation.” In <i>ICASSP 2019, Brighton, UK</i>, 2019.","mla":"Drude, Lukas, et al. “Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation.” <i>ICASSP 2019, Brighton, UK</i>, 2019.","bibtex":"@inproceedings{Drude_Hasenklever_Haeb-Umbach_2019, title={Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation}, booktitle={ICASSP 2019, Brighton, UK}, author={Drude, Lukas and Hasenklever, Daniel and Haeb-Umbach, Reinhold}, year={2019} }","ama":"Drude L, Hasenklever D, Haeb-Umbach R. Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation. In: <i>ICASSP 2019, Brighton, UK</i>. ; 2019."},"publication":"ICASSP 2019, Brighton, UK","file_date_updated":"2019-08-14T07:19:13Z","oa":"1","department":[{"_id":"54"}],"type":"conference","date_created":"2019-07-23T07:37:54Z","file":[{"relation":"main_file","date_updated":"2019-08-14T07:19:13Z","file_name":"ICASSP_2019_Drude_Paper.pdf","file_size":368225,"access_level":"open_access","file_id":"12925","content_type":"application/pdf","creator":"huesera","date_created":"2019-08-14T07:19:13Z"}]},{"type":"conference","oa":"1","department":[{"_id":"54"}],"file":[{"relation":"main_file","date_updated":"2019-12-17T07:28:06Z","file_name":"ICASSP_2019_Heymann_Paper.pdf","file_size":199109,"access_level":"open_access","file_id":"15334","content_type":"application/pdf","creator":"huesera","date_created":"2019-12-17T07:28:06Z"}],"date_created":"2019-07-23T07:42:26Z","abstract":[{"lang":"eng","text":"Signal dereverberation using the Weighted Prediction Error (WPE) method has been proven to be an effective means to raise the accuracy of far-field speech recognition. First proposed as an iterative algorithm, follow-up works have reformulated it as a recursive least squares algorithm and therefore enabled its use in online applications. For this algorithm, the estimation of the power spectral density (PSD) of the anechoic signal plays an important role and strongly influences its performance. Recently, we showed that using a neural network PSD estimator leads to improved performance for online automatic speech recognition. This, however, comes at a price. To train the network, we require parallel data, i.e., utterances simultaneously available in clean and reverberated form. Here we propose to overcome this limitation by training the network jointly with the acoustic model of the speech recognizer. To be specific, the gradients computed from the cross-entropy loss between the target senone sequence and the acoustic model network output is backpropagated through the complex-valued dereverberation filter estimation to the neural network for PSD estimation. Evaluation on two databases demonstrates improved performance for on-line processing scenarios while imposing fewer requirements on the available training data and thus widening the range of applications."}],"project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"publication":"ICASSP 2019, Brighton, UK","file_date_updated":"2019-12-17T07:28:06Z","citation":{"mla":"Heymann, Jahn, et al. “Joint Optimization of Neural Network-Based WPE Dereverberation and Acoustic Model for Robust Online ASR.” <i>ICASSP 2019, Brighton, UK</i>, 2019.","bibtex":"@inproceedings{Heymann_Drude_Haeb-Umbach_Kinoshita_Nakatani_2019, title={Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR}, booktitle={ICASSP 2019, Brighton, UK}, author={Heymann, Jahn and Drude, Lukas and Haeb-Umbach, Reinhold and Kinoshita, Keisuke and Nakatani, Tomohiro}, year={2019} }","ama":"Heymann J, Drude L, Haeb-Umbach R, Kinoshita K, Nakatani T. Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR. In: <i>ICASSP 2019, Brighton, UK</i>. ; 2019.","ieee":"J. Heymann, L. Drude, R. Haeb-Umbach, K. Kinoshita, and T. Nakatani, “Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR,” in <i>ICASSP 2019, Brighton, UK</i>, 2019.","apa":"Heymann, J., Drude, L., Haeb-Umbach, R., Kinoshita, K., &#38; Nakatani, T. (2019). Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR. In <i>ICASSP 2019, Brighton, UK</i>.","chicago":"Heymann, Jahn, Lukas Drude, Reinhold Haeb-Umbach, Keisuke Kinoshita, and Tomohiro Nakatani. “Joint Optimization of Neural Network-Based WPE Dereverberation and Acoustic Model for Robust Online ASR.” In <i>ICASSP 2019, Brighton, UK</i>, 2019.","short":"J. Heymann, L. Drude, R. Haeb-Umbach, K. Kinoshita, T. Nakatani, in: ICASSP 2019, Brighton, UK, 2019."},"ddc":["000"],"user_id":"59789","_id":"12875","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:22Z","has_accepted_license":"1","title":"Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR","year":"2019","status":"public","author":[{"id":"9168","full_name":"Heymann, Jahn","last_name":"Heymann","first_name":"Jahn"},{"full_name":"Drude, Lukas","first_name":"Lukas","last_name":"Drude","id":"11213"},{"full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold","id":"242"},{"full_name":"Kinoshita, Keisuke","first_name":"Keisuke","last_name":"Kinoshita"},{"first_name":"Tomohiro","last_name":"Nakatani","full_name":"Nakatani, Tomohiro"}]},{"publication":"Journal of Statistical Software 89(4)","file_date_updated":"2019-08-14T07:16:05Z","citation":{"apa":"Kurz, G., Gilitschenski, I., Pfaff, F., Drude, L., Hanebeck, U. D., Haeb-Umbach, R., &#38; Siegwart, R. Y. (2019). Directional Statistics and Filtering Using libDirectional. In <i>Journal of Statistical Software 89(4)</i>.","mla":"Kurz, Gerhard, et al. “Directional Statistics and Filtering Using LibDirectional.” <i>Journal of Statistical Software 89(4)</i>, 2019.","ieee":"G. Kurz <i>et al.</i>, “Directional Statistics and Filtering Using libDirectional,” in <i>Journal of Statistical Software 89(4)</i>, 2019.","chicago":"Kurz, Gerhard, Igor Gilitschenski, Florian Pfaff, Lukas Drude, Uwe D. Hanebeck, Reinhold Haeb-Umbach, and Roland Y. Siegwart. “Directional Statistics and Filtering Using LibDirectional.” In <i>Journal of Statistical Software 89(4)</i>, 2019.","ama":"Kurz G, Gilitschenski I, Pfaff F, et al. Directional Statistics and Filtering Using libDirectional. In: <i>Journal of Statistical Software 89(4)</i>. ; 2019.","short":"G. Kurz, I. Gilitschenski, F. Pfaff, L. Drude, U.D. Hanebeck, R. Haeb-Umbach, R.Y. Siegwart, in: Journal of Statistical Software 89(4), 2019.","bibtex":"@inproceedings{Kurz_Gilitschenski_Pfaff_Drude_Hanebeck_Haeb-Umbach_Siegwart_2019, title={Directional Statistics and Filtering Using libDirectional}, booktitle={Journal of Statistical Software 89(4)}, author={Kurz, Gerhard and Gilitschenski, Igor and Pfaff, Florian and Drude, Lukas and Hanebeck, Uwe D. and Haeb-Umbach, Reinhold and Siegwart, Roland Y.}, year={2019} }"},"abstract":[{"text":"In this paper, we present libDirectional, a MATLAB library for directional statistics and directional estimation. It supports a variety of commonly used distributions on the unit circle, such as the von Mises, wrapped normal, and wrapped Cauchy distributions. Furthermore, various distributions on higher-dimensional manifolds such as the unit hypersphere and the hypertorus are available. Based on these distributions, several recursive filtering algorithms in libDirectional allow estimation on these manifolds. The functionality is implemented in a clear, well-documented, and object-oriented structure that is both easy to use and easy to extend.","lang":"eng"}],"file":[{"date_created":"2019-08-14T07:16:05Z","creator":"huesera","content_type":"application/pdf","file_id":"12923","access_level":"open_access","file_size":1522964,"file_name":"JournalofStatisticalSoftware_2019_Drude_Paper.pdf","date_updated":"2019-08-14T07:16:05Z","relation":"main_file"}],"date_created":"2019-07-23T07:44:59Z","type":"conference","oa":"1","department":[{"_id":"54"}],"status":"public","year":"2019","title":"Directional Statistics and Filtering Using libDirectional","author":[{"full_name":"Kurz, Gerhard","first_name":"Gerhard","last_name":"Kurz"},{"full_name":"Gilitschenski, Igor","first_name":"Igor","last_name":"Gilitschenski"},{"full_name":"Pfaff, Florian","first_name":"Florian","last_name":"Pfaff"},{"full_name":"Drude, Lukas","last_name":"Drude","first_name":"Lukas","id":"11213"},{"first_name":"Uwe D.","last_name":"Hanebeck","full_name":"Hanebeck, Uwe D."},{"id":"242","full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold"},{"first_name":"Roland Y.","last_name":"Siegwart","full_name":"Siegwart, Roland Y."}],"date_updated":"2022-01-06T06:51:22Z","has_accepted_license":"1","language":[{"iso":"eng"}],"_id":"12876","ddc":["000"],"user_id":"59789"},{"abstract":[{"text":"By distributing the computational load over the nodes of a Wireless Acoustic Sensor Network (WASN), the real-time capability of the TRINICON (TRIple-N-Independent component analysis for CONvolutive mixtures) framework for Blind Source Separation (BSS) can be ensured, even if the individual network nodes are not powerful enough to run TRINICON in real-time by themselves. To optimally utilize the limited computing power and data rate in WASNs, the MARVELO (Multicast-Aware Routing for Virtual network Embedding with Loops in Overlays) framework is expanded for use with TRINICON, while a feature-based selection scheme is proposed to exploit the most beneficial parts of the input signal for adapting the demixing system. The simulation results of realistic scenarios show only a minor degradation of the separation performance even in heavily resource-limited situations.","lang":"eng"}],"project":[{"_id":"27","name":"Akustische Sensornetzwerke - Teilprojekt "},{"_id":"27","name":"Akustische Sensornetzwerke - Teilprojekt \"Verteilte akustische Signalverarbeitung über funkbasierte Sensornetzwerke"}],"publication":"2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019)","citation":{"bibtex":"@inproceedings{Guenther_Afifi_Brendel_Karl_Kellermann_2019, place={New Paltz, USA}, title={Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks}, booktitle={2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019)}, author={Guenther, Michael and Afifi, Haitham and Brendel, Andreas and Karl, Holger and Kellermann, Walter}, year={2019} }","ama":"Guenther M, Afifi H, Brendel A, Karl H, Kellermann W. Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks. In: <i>2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019)</i>. New Paltz, USA; 2019.","mla":"Guenther, Michael, et al. “Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks.” <i>2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019)</i>, 2019.","chicago":"Guenther, Michael, Haitham Afifi, Andreas Brendel, Holger Karl, and Walter Kellermann. “Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks.” In <i>2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019)</i>. New Paltz, USA, 2019.","short":"M. Guenther, H. Afifi, A. Brendel, H. Karl, W. Kellermann, in: 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019), New Paltz, USA, 2019.","ieee":"M. Guenther, H. Afifi, A. Brendel, H. Karl, and W. Kellermann, “Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks,” in <i>2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019)</i>, 2019.","apa":"Guenther, M., Afifi, H., Brendel, A., Karl, H., &#38; Kellermann, W. (2019). Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks. In <i>2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019)</i>. New Paltz, USA."},"type":"conference","department":[{"_id":"75"}],"place":"New Paltz, USA","date_created":"2019-07-24T07:25:01Z","date_updated":"2022-01-06T06:51:22Z","year":"2019","status":"public","title":"Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks","author":[{"full_name":"Guenther, Michael","first_name":"Michael","last_name":"Guenther"},{"id":"65718","last_name":"Afifi","first_name":"Haitham","full_name":"Afifi, Haitham"},{"first_name":"Andreas","last_name":"Brendel","full_name":"Brendel, Andreas"},{"last_name":"Karl","first_name":"Holger","full_name":"Karl, Holger","id":"126"},{"full_name":"Kellermann, Walter","last_name":"Kellermann","first_name":"Walter"}],"user_id":"65718","_id":"12880","language":[{"iso":"eng"}]},{"author":[{"last_name":"Afifi","first_name":"Haitham","full_name":"Afifi, Haitham","id":"65718"},{"last_name":"Karl","first_name":"Holger","full_name":"Karl, Holger","id":"126"}],"status":"public","title":"An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding","year":"2019","date_updated":"2022-01-06T06:51:22Z","language":[{"iso":"eng"}],"_id":"12881","user_id":"65718","citation":{"chicago":"Afifi, Haitham, and Holger Karl. “An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding.” In <i>2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19)</i>. Paris, France, 2019.","short":"H. Afifi, H. Karl, in: 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19), Paris, France, 2019.","apa":"Afifi, H., &#38; Karl, H. (2019). An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding. In <i>2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19)</i>. Paris, France.","ieee":"H. Afifi and H. Karl, “An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding,” in <i>2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19)</i>, 2019.","ama":"Afifi H, Karl H. An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding. In: <i>2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19)</i>. Paris, France; 2019.","bibtex":"@inproceedings{Afifi_Karl_2019, place={Paris, France}, title={An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding}, booktitle={2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19)}, author={Afifi, Haitham and Karl, Holger}, year={2019} }","mla":"Afifi, Haitham, and Holger Karl. “An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding.” <i>2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19)</i>, 2019."},"publication":"2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC'19)","project":[{"name":"Akustische Sensornetzwerke - Teilprojekt \"Verteilte akustische Signalverarbeitung über funkbasierte Sensornetzwerke","_id":"27"}],"abstract":[{"lang":"eng","text":"Internet of Things (IoT) applications witness an exceptional evolution of traffic demands, while existing protocols, as seen in wireless sensor networks (WSNs), struggle to cope with these demands. Traditional protocols rely on finding a routing path between sensors generating data and sinks acting as gateway or databases. Meanwhile, the network will suffer from high collisions in case of high data rates. In this context, in-network processing solutions are used to leverage the wireless nodes' computations, by distributing processing tasks on the nodes along the routing path. Although in-network processing solutions are very popular in wired networks (e.g., data centers and wide area networks), there are many challenges to adopt these solutions in wireless networks, due to the interference problem. In this paper, we solve the problem of routing and task distribution jointly using a greedy Virtual Network Embedding (VNE) algorithm, and consider power control as well. Through simulations, we compare the proposed algorithm to optimal solutions and show that it achieves good results in terms of delay. Moreover, we discuss its sub-optimality by driving tight lower bounds and loose upper bounds. We also compare our solution with another wireless VNE solution to show the trade-off between delay and symbol error rate."}],"place":"Paris, France","date_created":"2019-07-24T07:25:28Z","department":[{"_id":"75"}],"type":"conference"},{"oa":"1","place":"Marrakech, Morocco","project":[{"_id":"27","name":"Akustische Sensornetzwerke - Teilprojekt "}],"citation":{"chicago":"Afifi, Haitham, Holger Karl, Sebastian Eikenberg, Arnold Mueller, Lars Gansel, Alexander Makejkin, Kai Hannemann, and Rafael Schellenberg. “A Rapid Prototyping for Wireless Virtual Network Embedding Using MARVELO.” In <i>2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo)</i>. Marrakech, Morocco, 2019.","short":"H. Afifi, H. Karl, S. Eikenberg, A. Mueller, L. Gansel, A. Makejkin, K. Hannemann, R. Schellenberg, in: 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo), Marrakech, Morocco, 2019.","ieee":"H. Afifi <i>et al.</i>, “A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO,” in <i>2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo)</i>, 2019.","apa":"Afifi, H., Karl, H., Eikenberg, S., Mueller, A., Gansel, L., Makejkin, A., … Schellenberg, R. (2019). A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO. In <i>2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo)</i>. Marrakech, Morocco.","bibtex":"@inproceedings{Afifi_Karl_Eikenberg_Mueller_Gansel_Makejkin_Hannemann_Schellenberg_2019, place={Marrakech, Morocco}, title={A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO}, booktitle={2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo)}, author={Afifi, Haitham and Karl, Holger and Eikenberg, Sebastian and Mueller, Arnold and Gansel, Lars and Makejkin, Alexander and Hannemann, Kai and Schellenberg, Rafael}, year={2019} }","ama":"Afifi H, Karl H, Eikenberg S, et al. A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO. In: <i>2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo)</i>. Marrakech, Morocco; 2019.","mla":"Afifi, Haitham, et al. “A Rapid Prototyping for Wireless Virtual Network Embedding Using MARVELO.” <i>2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo)</i>, 2019."},"file_date_updated":"2021-01-30T12:42:31Z","user_id":"65718","ddc":["006"],"_id":"12882","has_accepted_license":"1","status":"public","department":[{"_id":"75"}],"keyword":["WSN","virtualization","VNE"],"type":"conference","date_created":"2019-07-24T07:28:45Z","file":[{"file_id":"21113","content_type":"application/pdf","file_name":"demo.pdf","access_level":"open_access","file_size":102976,"relation":"main_file","date_updated":"2021-01-30T12:42:31Z","date_created":"2021-01-30T12:39:43Z","creator":"hafifi"}],"abstract":[{"lang":"eng","text":"One of the major challenges in implementing wireless virtualization is the resource discovery. This is particularly important for the embedding-algorithms that are used to distribute the tasks to nodes. MARVELO is a prototype framework for executing different distributed algorithms on the top of a wireless (802.11) ad-hoc network. The aim of MARVELO is to select the nodes for running the algorithms and to define the routing between the nodes. Hence, it also supports monitoring functionalities to collect information about the available resources and to assist in profiling the algorithms. The objective of this demo is to show how MAVRLEO distributes tasks in an ad-hoc network, based on a feedback from our monitoring tool. Additionally, we explain the work-flow, composition and execution of the framework."}],"publication":"2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo)","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:22Z","author":[{"id":"65718","first_name":"Haitham","last_name":"Afifi","full_name":"Afifi, Haitham"},{"id":"126","last_name":"Karl","first_name":"Holger","full_name":"Karl, Holger"},{"full_name":"Eikenberg, Sebastian","first_name":"Sebastian","last_name":"Eikenberg"},{"last_name":"Mueller","first_name":"Arnold","full_name":"Mueller, Arnold"},{"full_name":"Gansel, Lars","first_name":"Lars","last_name":"Gansel"},{"last_name":"Makejkin","first_name":"Alexander","full_name":"Makejkin, Alexander"},{"last_name":"Hannemann","first_name":"Kai","full_name":"Hannemann, Kai"},{"last_name":"Schellenberg","first_name":"Rafael","full_name":"Schellenberg, Rafael"}],"title":"A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO","year":"2019"},{"author":[{"first_name":"Jan Frederik","last_name":"Haltermann","full_name":"Haltermann, Jan Frederik","id":"44413"}],"title":"Analyzing Data Usage in Array Programs","year":"2019","status":"public","has_accepted_license":"1","date_updated":"2022-01-06T06:51:23Z","language":[{"iso":"eng"}],"_id":"12885","ddc":["000"],"user_id":"44413","supervisor":[{"full_name":"Wehrheim, Heike","last_name":"Wehrheim","first_name":"Heike","id":"573"}],"citation":{"apa":"Haltermann, J. F. (2019). <i>Analyzing Data Usage in Array Programs</i>.","ieee":"J. F. Haltermann, <i>Analyzing Data Usage in Array Programs</i>. 2019.","short":"J.F. Haltermann, Analyzing Data Usage in Array Programs, 2019.","chicago":"Haltermann, Jan Frederik. <i>Analyzing Data Usage in Array Programs</i>, 2019.","mla":"Haltermann, Jan Frederik. <i>Analyzing Data Usage in Array Programs</i>. 2019.","ama":"Haltermann JF. <i>Analyzing Data Usage in Array Programs</i>.; 2019.","bibtex":"@book{Haltermann_2019, title={Analyzing Data Usage in Array Programs}, author={Haltermann, Jan Frederik}, year={2019} }"},"file_date_updated":"2019-07-24T07:44:29Z","date_created":"2019-07-24T08:06:11Z","file":[{"success":1,"content_type":"application/pdf","file_id":"12886","date_updated":"2019-07-24T07:44:29Z","relation":"main_file","file_size":1344093,"access_level":"closed","file_name":"Thesis_Haltermann.pdf","date_created":"2019-07-24T07:44:29Z","creator":"jfh"}],"department":[{"_id":"77"}],"type":"mastersthesis"},{"citation":{"ama":"Yigitbas E, Jovanovikj I, Sauer S, Engels G. A Model-based Framework for Context-aware Augmented Reality Applications . In: <i>Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 &#38; WG 13.5 International Workshop @ INTERACT2019)</i>. ; 2019.","bibtex":"@inproceedings{Yigitbas_Jovanovikj_Sauer_Engels_2019, title={A Model-based Framework for Context-aware Augmented Reality Applications }, booktitle={Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 &#38; WG 13.5 International Workshop @ INTERACT2019)}, author={Yigitbas, Enes and Jovanovikj, Ivan and Sauer, Stefan and Engels, Gregor}, year={2019} }","mla":"Yigitbas, Enes, et al. “A Model-Based Framework for Context-Aware Augmented Reality Applications .” <i>Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 &#38; WG 13.5 International Workshop @ INTERACT2019)</i>, 2019.","short":"E. Yigitbas, I. Jovanovikj, S. Sauer, G. Engels, in: Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 &#38; WG 13.5 International Workshop @ INTERACT2019), 2019.","chicago":"Yigitbas, Enes, Ivan Jovanovikj, Stefan Sauer, and Gregor Engels. “A Model-Based Framework for Context-Aware Augmented Reality Applications .” In <i>Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 &#38; WG 13.5 International Workshop @ INTERACT2019)</i>, 2019.","apa":"Yigitbas, E., Jovanovikj, I., Sauer, S., &#38; Engels, G. (2019). A Model-based Framework for Context-aware Augmented Reality Applications . In <i>Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 &#38; WG 13.5 International Workshop @ INTERACT2019)</i>.","ieee":"E. Yigitbas, I. Jovanovikj, S. Sauer, and G. Engels, “A Model-based Framework for Context-aware Augmented Reality Applications ,” in <i>Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 &#38; WG 13.5 International Workshop @ INTERACT2019)</i>, 2019."},"publication":"Handling Security, Usability, User Experience and Reliability in User-Centered Development Processes (IFIP WG 13.2 & WG 13.5 International Workshop @ INTERACT2019)","department":[{"_id":"66"},{"_id":"534"}],"type":"conference","date_created":"2019-07-26T06:56:00Z","date_updated":"2022-01-06T06:51:23Z","author":[{"id":"8447","full_name":"Yigitbas, Enes","orcid":"0000-0002-5967-833X","first_name":"Enes","last_name":"Yigitbas"},{"id":"39187","orcid":"https://orcid.org/0000-0002-1838-794X","first_name":"Ivan","last_name":"Jovanovikj","full_name":"Jovanovikj, Ivan"},{"first_name":"Stefan","last_name":"Sauer","full_name":"Sauer, Stefan","id":"447"},{"id":"107","first_name":"Gregor","last_name":"Engels","full_name":"Engels, Gregor"}],"title":"A Model-based Framework for Context-aware Augmented Reality Applications ","year":"2019","status":"public","user_id":"8447","_id":"12889","language":[{"iso":"eng"}]},{"type":"journal_article","department":[{"_id":"54"}],"file":[{"date_created":"2019-08-07T07:12:21Z","creator":"huesera","file_id":"12903","content_type":"application/pdf","file_name":"IEEE Jounal_2019_Drude_Paper.pdf","file_size":967424,"access_level":"open_access","relation":"main_file","date_updated":"2019-08-14T07:11:22Z"}],"date_created":"2019-07-26T08:38:46Z","abstract":[{"text":"We formulate a generic framework for blind source separation (BSS), which allows integrating data-driven spectro-temporal methods, such as deep clustering and deep attractor networks, with physically motivated probabilistic spatial methods, such as complex angular central Gaussian mixture models. The integrated model exploits the complementary strengths of the two approaches to BSS: the strong modeling power of neural networks, which, however, is based on supervised learning, and the ease of unsupervised learning of the spatial mixture models whose few parameters can be estimated on as little as a single segment of a real mixture of speech. Experiments are carried out on both artificially mixed speech and true recordings of speech mixtures. The experiments verify that the integrated models consistently outperform the individual components. We further extend the models to cope with noisy, reverberant speech and introduce a cross-domain teacher–student training where the mixture model serves as the teacher to provide training targets for the student neural network.","lang":"eng"}],"publication":"IEEE Journal of Selected Topics in Signal Processing","doi":"10.1109/JSTSP.2019.2912565","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:51:23Z","year":"2019","title":"Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation","author":[{"last_name":"Drude","first_name":"Lukas","full_name":"Drude, Lukas","id":"11213"},{"full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold","id":"242"}],"publication_identifier":{"eissn":["1941-0484"]},"oa":"1","project":[{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"file_date_updated":"2019-08-14T07:11:22Z","citation":{"ama":"Drude L, Haeb-Umbach R. Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation. <i>IEEE Journal of Selected Topics in Signal Processing</i>. 2019. doi:<a href=\"https://doi.org/10.1109/JSTSP.2019.2912565\">10.1109/JSTSP.2019.2912565</a>","short":"L. Drude, R. Haeb-Umbach, IEEE Journal of Selected Topics in Signal Processing (2019).","chicago":"Drude, Lukas, and Reinhold Haeb-Umbach. “Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation.” <i>IEEE Journal of Selected Topics in Signal Processing</i>, 2019. <a href=\"https://doi.org/10.1109/JSTSP.2019.2912565\">https://doi.org/10.1109/JSTSP.2019.2912565</a>.","bibtex":"@article{Drude_Haeb-Umbach_2019, title={Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation}, DOI={<a href=\"https://doi.org/10.1109/JSTSP.2019.2912565\">10.1109/JSTSP.2019.2912565</a>}, journal={IEEE Journal of Selected Topics in Signal Processing}, author={Drude, Lukas and Haeb-Umbach, Reinhold}, year={2019} }","apa":"Drude, L., &#38; Haeb-Umbach, R. (2019). Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation. <i>IEEE Journal of Selected Topics in Signal Processing</i>. <a href=\"https://doi.org/10.1109/JSTSP.2019.2912565\">https://doi.org/10.1109/JSTSP.2019.2912565</a>","mla":"Drude, Lukas, and Reinhold Haeb-Umbach. “Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation.” <i>IEEE Journal of Selected Topics in Signal Processing</i>, 2019, doi:<a href=\"https://doi.org/10.1109/JSTSP.2019.2912565\">10.1109/JSTSP.2019.2912565</a>.","ieee":"L. Drude and R. Haeb-Umbach, “Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation,” <i>IEEE Journal of Selected Topics in Signal Processing</i>, 2019."},"ddc":["050"],"user_id":"11213","_id":"12890","has_accepted_license":"1","status":"public"},{"department":[{"_id":"66"},{"_id":"534"}],"type":"conference","date_created":"2019-07-29T15:28:26Z","citation":{"apa":"Augstein, M., Herder, E., Wörndl, W., &#38; Yigitbas, E. (2019). ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond. In <i>30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany</i>. ACM.","ieee":"M. Augstein, E. Herder, W. Wörndl, and E. Yigitbas, “ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond,” in <i>30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany</i>, 2019.","short":"M. Augstein, E. Herder, W. Wörndl, E. Yigitbas, in: 30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany, ACM, 2019.","chicago":"Augstein, Mirjam, Eelco Herder, Wolfgang Wörndl, and Enes Yigitbas. “ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond.” In <i>30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany</i>. ACM, 2019.","mla":"Augstein, Mirjam, et al. “ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond.” <i>30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany</i>, ACM, 2019.","ama":"Augstein M, Herder E, Wörndl W, Yigitbas E. ABIS 2019 – 23rd International Workshop on Personalization and Recommendation on the Web and Beyond. In: <i>30th ACM Conference on Hypertext and Social Media (HT ’19), September 17–20, 2019, Hof, Germany</i>. 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