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Dressler, in: 2017 IEEE Vehicular Networking Conference (VNC), 2018.","mla":"Pannu, Gurjashan Singh, et al. “QQDCA: Adapting IEEE 802.11 EDCA for Unicast Transmissions at High Topology Dynamics.” <i>2017 IEEE Vehicular Networking Conference (VNC)</i>, 2018, doi:<a href=\"https://doi.org/10.1109/vnc.2017.8275619\">10.1109/vnc.2017.8275619</a>.","apa":"Pannu, G. S., Klingler, F., Sommer, C., &#38; Dressler, F. (2018). QQDCA: Adapting IEEE 802.11 EDCA for unicast transmissions at high topology dynamics. In <i>2017 IEEE Vehicular Networking Conference (VNC)</i>. <a href=\"https://doi.org/10.1109/vnc.2017.8275619\">https://doi.org/10.1109/vnc.2017.8275619</a>","ieee":"G. S. Pannu, F. Klingler, C. Sommer, and F. 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In: <i>2017 IEEE Vehicular Networking Conference (VNC)</i>. ; 2018. doi:<a href=\"https://doi.org/10.1109/vnc.2017.8275619\">10.1109/vnc.2017.8275619</a>"},"date_updated":"2022-01-06T06:51:16Z","author":[{"full_name":"Pannu, Gurjashan Singh","last_name":"Pannu","first_name":"Gurjashan Singh"},{"last_name":"Klingler","full_name":"Klingler, Florian","first_name":"Florian"},{"last_name":"Sommer","orcid":"0000-0002-4336-7350","id":"49154","full_name":"Sommer, Christoph","first_name":"Christoph"},{"first_name":"Falko","full_name":"Dressler, Falko","last_name":"Dressler"}],"date_created":"2019-07-18T09:54:34Z","title":"QQDCA: Adapting IEEE 802.11 EDCA for unicast transmissions at high topology dynamics","doi":"10.1109/vnc.2017.8275619","publication":"2017 IEEE Vehicular Networking Conference (VNC)","type":"conference","status":"public","_id":"12042","department":[{"_id":"589"}],"user_id":"49154","language":[{"iso":"eng"}]},{"date_updated":"2022-01-06T06:51:16Z","date_created":"2019-07-18T09:56:00Z","author":[{"first_name":"Ion","last_name":"Turcanu","full_name":"Turcanu, Ion"},{"last_name":"Klingler","full_name":"Klingler, Florian","first_name":"Florian"},{"first_name":"Christoph","orcid":"0000-0002-4336-7350","last_name":"Sommer","full_name":"Sommer, Christoph","id":"49154"},{"first_name":"Andrea","full_name":"Baiocchi, Andrea","last_name":"Baiocchi"},{"first_name":"Falko","full_name":"Dressler, Falko","last_name":"Dressler"}],"title":"Duplicate suppression for efficient floating car data collection in heterogeneous LTE-DSRC vehicular networks","doi":"10.1016/j.comcom.2018.03.015","publication_status":"published","publication_identifier":{"issn":["0140-3664"]},"year":"2018","citation":{"bibtex":"@article{Turcanu_Klingler_Sommer_Baiocchi_Dressler_2018, title={Duplicate suppression for efficient floating car data collection in heterogeneous LTE-DSRC vehicular networks}, DOI={<a href=\"https://doi.org/10.1016/j.comcom.2018.03.015\">10.1016/j.comcom.2018.03.015</a>}, journal={Computer Communications}, author={Turcanu, Ion and Klingler, Florian and Sommer, Christoph and Baiocchi, Andrea and Dressler, Falko}, year={2018}, pages={54–64} }","short":"I. Turcanu, F. Klingler, C. Sommer, A. Baiocchi, F. Dressler, Computer Communications (2018) 54–64.","mla":"Turcanu, Ion, et al. “Duplicate Suppression for Efficient Floating Car Data Collection in Heterogeneous LTE-DSRC Vehicular Networks.” <i>Computer Communications</i>, 2018, pp. 54–64, doi:<a href=\"https://doi.org/10.1016/j.comcom.2018.03.015\">10.1016/j.comcom.2018.03.015</a>.","apa":"Turcanu, I., Klingler, F., Sommer, C., Baiocchi, A., &#38; Dressler, F. (2018). Duplicate suppression for efficient floating car data collection in heterogeneous LTE-DSRC vehicular networks. <i>Computer Communications</i>, 54–64. <a href=\"https://doi.org/10.1016/j.comcom.2018.03.015\">https://doi.org/10.1016/j.comcom.2018.03.015</a>","ama":"Turcanu I, Klingler F, Sommer C, Baiocchi A, Dressler F. Duplicate suppression for efficient floating car data collection in heterogeneous LTE-DSRC vehicular networks. <i>Computer Communications</i>. 2018:54-64. doi:<a href=\"https://doi.org/10.1016/j.comcom.2018.03.015\">10.1016/j.comcom.2018.03.015</a>","ieee":"I. Turcanu, F. Klingler, C. Sommer, A. Baiocchi, and F. Dressler, “Duplicate suppression for efficient floating car data collection in heterogeneous LTE-DSRC vehicular networks,” <i>Computer Communications</i>, pp. 54–64, 2018.","chicago":"Turcanu, Ion, Florian Klingler, Christoph Sommer, Andrea Baiocchi, and Falko Dressler. “Duplicate Suppression for Efficient Floating Car Data Collection in Heterogeneous LTE-DSRC Vehicular Networks.” <i>Computer Communications</i>, 2018, 54–64. <a href=\"https://doi.org/10.1016/j.comcom.2018.03.015\">https://doi.org/10.1016/j.comcom.2018.03.015</a>."},"page":"54-64","_id":"12075","user_id":"49154","department":[{"_id":"589"}],"language":[{"iso":"eng"}],"type":"journal_article","publication":"Computer Communications","status":"public"},{"title":"Data-Centre Traffic Optimisation using Software-Defined Networks","doi":"10.17619/UNIPB/1-287","date_updated":"2022-01-06T06:51:17Z","publisher":"Universität Paderborn","supervisor":[{"last_name":"Karl","id":"126","full_name":"Karl, Holger","first_name":"Holger"}],"author":[{"first_name":"Arne","last_name":"Schwabe","full_name":"Schwabe, Arne"}],"date_created":"2018-03-13T10:22:51Z","year":"2018","citation":{"bibtex":"@book{Schwabe_2018, title={Data-Centre Traffic Optimisation using Software-Defined Networks}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-287\">10.17619/UNIPB/1-287</a>}, publisher={Universität Paderborn}, author={Schwabe, Arne}, year={2018} }","mla":"Schwabe, Arne. <i>Data-Centre Traffic Optimisation Using Software-Defined Networks</i>. Universität Paderborn, 2018, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-287\">10.17619/UNIPB/1-287</a>.","short":"A. Schwabe, Data-Centre Traffic Optimisation Using Software-Defined Networks, Universität Paderborn, 2018.","apa":"Schwabe, A. (2018). <i>Data-Centre Traffic Optimisation using Software-Defined Networks</i>. Universität Paderborn. <a href=\"https://doi.org/10.17619/UNIPB/1-287\">https://doi.org/10.17619/UNIPB/1-287</a>","chicago":"Schwabe, Arne. <i>Data-Centre Traffic Optimisation Using Software-Defined Networks</i>. Universität Paderborn, 2018. <a href=\"https://doi.org/10.17619/UNIPB/1-287\">https://doi.org/10.17619/UNIPB/1-287</a>.","ieee":"A. Schwabe, <i>Data-Centre Traffic Optimisation using Software-Defined Networks</i>. Universität Paderborn, 2018.","ama":"Schwabe A. <i>Data-Centre Traffic Optimisation Using Software-Defined Networks</i>. Universität Paderborn; 2018. doi:<a href=\"https://doi.org/10.17619/UNIPB/1-287\">10.17619/UNIPB/1-287</a>"},"language":[{"iso":"eng"}],"_id":"1208","project":[{"name":"SFB 901","_id":"1"},{"_id":"6","name":"SFB 901 - Subproject A2"},{"_id":"4","name":"SFB 901 - Project Area C"},{"_id":"16","name":"SFB 901 - Subproject C4"},{"name":"SFB 901 - Project Area A","_id":"2"}],"department":[{"_id":"75"}],"user_id":"477","status":"public","type":"dissertation"},{"publication":"ICASSP 2018, Calgary, Canada","type":"conference","status":"public","abstract":[{"lang":"eng","text":"Deep clustering (DC) and deep attractor networks (DANs) are a data-driven way to monaural blind source separation. Both approaches provide astonishing single channel performance but have not yet been generalized to block-online processing. When separating speech in a continuous stream with a block-online algorithm, it needs to be determined in each block which of the output streams belongs to whom. In this contribution we solve this block permutation problem by introducing an additional speaker identification embedding to the DAN model structure. We motivate this model decision by analyzing the embedding topology of DC and DANs and show, that DC and DANs themselves are not sufficient for speaker identification. This model structure (a) improves the signal to distortion ratio (SDR) over a DAN baseline and (b) provides up to 61% and up to 34% relative reduction in permutation error rate and re-identification error rate compared to an i-vector baseline, respectively."}],"department":[{"_id":"54"}],"user_id":"44006","_id":"12898","language":[{"iso":"eng"}],"related_material":{"link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2018/ICASSP_2018_Drude2_Slides.pdf","description":"Slides","relation":"supplementary_material"}]},"citation":{"chicago":"Drude, Lukas, Thilo von Neumann, and Reinhold Haeb-Umbach. “Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation.” In <i>ICASSP 2018, Calgary, Canada</i>, 2018.","ieee":"L. Drude, T. von Neumann, and R. Haeb-Umbach, “Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation,” in <i>ICASSP 2018, Calgary, Canada</i>, 2018.","ama":"Drude L, von Neumann T, Haeb-Umbach R. Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation. In: <i>ICASSP 2018, Calgary, Canada</i>. ; 2018.","bibtex":"@inproceedings{Drude_von Neumann_Haeb-Umbach_2018, title={Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation}, booktitle={ICASSP 2018, Calgary, Canada}, author={Drude, Lukas and von Neumann, Thilo and Haeb-Umbach, Reinhold}, year={2018} }","mla":"Drude, Lukas, et al. “Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation.” <i>ICASSP 2018, Calgary, Canada</i>, 2018.","short":"L. Drude, T. von Neumann, R. Haeb-Umbach, in: ICASSP 2018, Calgary, Canada, 2018.","apa":"Drude, L., von Neumann, T., &#38; Haeb-Umbach, R. (2018). Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation. In <i>ICASSP 2018, Calgary, Canada</i>."},"year":"2018","author":[{"last_name":"Drude","id":"11213","full_name":"Drude, Lukas","first_name":"Lukas"},{"first_name":"Thilo","last_name":"von Neumann","full_name":"von Neumann, Thilo"},{"last_name":"Haeb-Umbach","id":"242","full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold"}],"date_created":"2019-07-30T14:22:53Z","oa":"1","date_updated":"2022-01-06T06:51:24Z","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2018/ICASSP_2018_Drude2_Paper.pdf","open_access":"1"}],"title":"Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation"},{"type":"conference","publication":"ICASSP 2018, Calgary, Canada","status":"public","abstract":[{"lang":"eng","text":"Deep attractor networks (DANs) are a recently introduced method to blindly separate sources from spectral features of a monaural recording using bidirectional long short-term memory networks (BLSTMs). Due to the nature of BLSTMs, this is inherently not online-ready and resorting to operating on blocks yields a block permutation problem in that the index of each speaker may change between blocks. We here propose the joint modeling of spatial and spectral features to solve the block permutation problem and generalize DANs to multi-channel meeting recordings: The DAN acts as a spectral feature extractor for a subsequent model-based clustering approach. We first analyze different joint models in batch-processing scenarios and finally propose a block-online blind source separation algorithm. The efficacy of the proposed models is demonstrated on reverberant mixtures corrupted by real recordings of multi-channel background noise. We demonstrate that both the proposed batch-processing and the proposed block-online system outperform (a) a spatial-only model with a state-of-the-art frequency permutation solver and (b) a spectral-only model with an oracle block permutation solver in terms of signal to distortion ratio (SDR) gains."}],"user_id":"44006","department":[{"_id":"54"}],"_id":"12900","language":[{"iso":"eng"}],"related_material":{"link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2018/ICASSP_2018_Drude_Poster.pdf","relation":"supplementary_material","description":"Poster"}]},"citation":{"ama":"Drude L, Higuchi,  Takuya , Kinoshita K, Nakatani T, Haeb-Umbach R. Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation. In: <i>ICASSP 2018, Calgary, Canada</i>. ; 2018.","ieee":"L. Drude,  Takuya  Higuchi, K. Kinoshita, T. Nakatani, and R. Haeb-Umbach, “Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation,” in <i>ICASSP 2018, Calgary, Canada</i>, 2018.","chicago":"Drude, Lukas,  Takuya  Higuchi, Keisuke  Kinoshita, Tomohiro  Nakatani, and Reinhold Haeb-Umbach. “Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation.” In <i>ICASSP 2018, Calgary, Canada</i>, 2018.","short":"L. Drude,  Takuya  Higuchi, K. Kinoshita, T. Nakatani, R. Haeb-Umbach, in: ICASSP 2018, Calgary, Canada, 2018.","bibtex":"@inproceedings{Drude_Higuchi,_Kinoshita_Nakatani_Haeb-Umbach_2018, title={Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation}, booktitle={ICASSP 2018, Calgary, Canada}, author={Drude, Lukas and Higuchi,  Takuya  and Kinoshita, Keisuke  and Nakatani, Tomohiro  and Haeb-Umbach, Reinhold}, year={2018} }","mla":"Drude, Lukas, et al. “Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation.” <i>ICASSP 2018, Calgary, Canada</i>, 2018.","apa":"Drude, L., Higuchi,  Takuya , Kinoshita, K., Nakatani, T., &#38; Haeb-Umbach, R. (2018). Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation. In <i>ICASSP 2018, Calgary, Canada</i>."},"year":"2018","author":[{"first_name":"Lukas","last_name":"Drude","full_name":"Drude, Lukas","id":"11213"},{"last_name":"Higuchi,","full_name":"Higuchi,,  Takuya ","first_name":" Takuya "},{"full_name":"Kinoshita, Keisuke ","last_name":"Kinoshita","first_name":"Keisuke "},{"first_name":"Tomohiro ","full_name":"Nakatani, Tomohiro ","last_name":"Nakatani"},{"full_name":"Haeb-Umbach, Reinhold","id":"242","last_name":"Haeb-Umbach","first_name":"Reinhold"}],"date_created":"2019-07-30T14:42:15Z","oa":"1","date_updated":"2022-01-06T06:51:24Z","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2018/ICASSP_2018_Drude_Paper.pdf"}],"title":"Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation"}]