--- _id: '6638' author: - first_name: Stefan full_name: Krauter, Stefan id: '28836' last_name: Krauter orcid: 0000-0002-3594-260X citation: ama: 'Krauter S. Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules. In: VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017. Hamburg; 2017.' apa: Krauter, S. (2017). Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules. In VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017. Hamburg. bibtex: '@inproceedings{Krauter_2017, place={Hamburg}, title={Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules}, booktitle={VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017.}, author={Krauter, Stefan}, year={2017} }' chicago: Krauter, Stefan. “Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules.” In VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017. Hamburg, 2017. ieee: S. Krauter, “Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules,” in VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017., Hamburg, 2017. mla: Krauter, Stefan. “Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules.” VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017., 2017. short: 'S. Krauter, in: VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017., Hamburg, 2017.' conference: end_date: 2017-11-22 location: Hamburg name: NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES start_date: 2017-11-21 date_created: 2019-01-14T08:40:37Z date_updated: 2022-01-06T07:03:13Z department: - _id: '53' language: - iso: eng place: Hamburg publication: VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017. status: public title: Comparison of Conversion Efficiencies and Energy Yields of Micro-Inverters for Photovoltaic Modules type: conference user_id: '16148' year: '2017' ... --- _id: '6639' author: - first_name: Stefan full_name: Krauter, Stefan id: '28836' last_name: Krauter orcid: 0000-0002-3594-260X - first_name: Ali full_name: Ameli, Ali last_name: Ameli citation: ama: 'Krauter S, Ameli A. Smart Charging Management System of Plugged-in EVs for Optimal Operation of Future Power Systems. In: VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017. Hamburg; 2017.' apa: Krauter, S., & Ameli, A. (2017). Smart Charging Management System of Plugged-in EVs for Optimal Operation of Future Power Systems. In VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017. Hamburg. bibtex: '@inproceedings{Krauter_Ameli_2017, place={Hamburg}, title={Smart Charging Management System of Plugged-in EVs for Optimal Operation of Future Power Systems.}, booktitle={VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017.}, author={Krauter, Stefan and Ameli, Ali}, year={2017} }' chicago: Krauter, Stefan, and Ali Ameli. “Smart Charging Management System of Plugged-in EVs for Optimal Operation of Future Power Systems.” In VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017. Hamburg, 2017. ieee: S. Krauter and A. Ameli, “Smart Charging Management System of Plugged-in EVs for Optimal Operation of Future Power Systems.,” in VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017., Hamburg, 2017. mla: Krauter, Stefan, and Ali Ameli. “Smart Charging Management System of Plugged-in EVs for Optimal Operation of Future Power Systems.” VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017., 2017. short: 'S. Krauter, A. Ameli, in: VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017., Hamburg, 2017.' conference: end_date: 2017-09-22 location: Hamburg name: NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES start_date: 2017-09-21 date_created: 2019-01-14T08:46:02Z date_updated: 2022-01-06T07:03:13Z department: - _id: '53' language: - iso: eng place: Hamburg publication: VDE-Proceedings of NEIS 2017 – Conference on Sustainable Energy Supply and Energy Storage Systems by IEEE-PES. Hamburg (Deutschland), 21.–22. September, 2017. status: public title: Smart Charging Management System of Plugged-in EVs for Optimal Operation of Future Power Systems. type: conference user_id: '16148' year: '2017' ... --- _id: '6640' author: - first_name: Stefan full_name: Krauter, Stefan id: '28836' last_name: Krauter orcid: 0000-0002-3594-260X citation: ama: 'Krauter S. Minimizing storage costs: Simple and effective methods to match PV with grid load, including shift of holiday period. In: Proceedings of the 11th International Conference for Renewable Energy Storage, 14-16 March 2017, Düsseldorf, Germany. Düsseldorf; 2017.' apa: 'Krauter, S. (2017). Minimizing storage costs: Simple and effective methods to match PV with grid load, including shift of holiday period. In Proceedings of the 11th International Conference for Renewable Energy Storage, 14-16 March 2017, Düsseldorf, Germany. Düsseldorf.' bibtex: '@inproceedings{Krauter_2017, place={Düsseldorf}, title={Minimizing storage costs: Simple and effective methods to match PV with grid load, including shift of holiday period}, booktitle={Proceedings of the 11th International Conference for Renewable Energy Storage, 14-16 March 2017, Düsseldorf, Germany.}, author={Krauter, Stefan}, year={2017} }' chicago: 'Krauter, Stefan. “Minimizing Storage Costs: Simple and Effective Methods to Match PV with Grid Load, Including Shift of Holiday Period.” In Proceedings of the 11th International Conference for Renewable Energy Storage, 14-16 March 2017, Düsseldorf, Germany. Düsseldorf, 2017.' ieee: 'S. Krauter, “Minimizing storage costs: Simple and effective methods to match PV with grid load, including shift of holiday period,” in Proceedings of the 11th International Conference for Renewable Energy Storage, 14-16 March 2017, Düsseldorf, Germany., Düsseldorf, Germany., 2017.' mla: 'Krauter, Stefan. “Minimizing Storage Costs: Simple and Effective Methods to Match PV with Grid Load, Including Shift of Holiday Period.” Proceedings of the 11th International Conference for Renewable Energy Storage, 14-16 March 2017, Düsseldorf, Germany., 2017.' short: 'S. Krauter, in: Proceedings of the 11th International Conference for Renewable Energy Storage, 14-16 March 2017, Düsseldorf, Germany., Düsseldorf, 2017.' conference: end_date: 2017-03-16 location: Düsseldorf, Germany. name: 11th International Conference for Renewable Energy Storage start_date: 2017-03-14 date_created: 2019-01-14T08:50:43Z date_updated: 2022-01-06T07:03:14Z department: - _id: '53' language: - iso: eng place: Düsseldorf publication: Proceedings of the 11th International Conference for Renewable Energy Storage, 14-16 March 2017, Düsseldorf, Germany. status: public title: 'Minimizing storage costs: Simple and effective methods to match PV with grid load, including shift of holiday period' type: conference user_id: '16148' year: '2017' ... --- _id: '6641' author: - first_name: Arash full_name: Khatibi, Arash id: '43538' last_name: Khatibi - first_name: Jörg full_name: Bendfeld, Jörg id: '16148' last_name: Bendfeld - first_name: Wolfgang full_name: Bermpohl, Wolfgang id: '15290' last_name: Bermpohl - first_name: Stefan full_name: Krauter, Stefan id: '28836' last_name: Krauter orcid: 0000-0002-3594-260X citation: ama: 'Khatibi A, Bendfeld J, Bermpohl W, Krauter S. Introduction of an Advanced Method for Testing of Battery Charge Controllers for Off-Grid PV Systems. In: Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017. Amsterdam; 2017.' apa: Khatibi, A., Bendfeld, J., Bermpohl, W., & Krauter, S. (2017). Introduction of an Advanced Method for Testing of Battery Charge Controllers for Off-Grid PV Systems. In Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017. Amsterdam. bibtex: '@inproceedings{Khatibi_Bendfeld_Bermpohl_Krauter_2017, place={Amsterdam}, title={Introduction of an Advanced Method for Testing of Battery Charge Controllers for Off-Grid PV Systems}, booktitle={Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017}, author={Khatibi, Arash and Bendfeld, Jörg and Bermpohl, Wolfgang and Krauter, Stefan}, year={2017} }' chicago: Khatibi, Arash, Jörg Bendfeld, Wolfgang Bermpohl, and Stefan Krauter. “Introduction of an Advanced Method for Testing of Battery Charge Controllers for Off-Grid PV Systems.” In Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017. Amsterdam, 2017. ieee: A. Khatibi, J. Bendfeld, W. Bermpohl, and S. Krauter, “Introduction of an Advanced Method for Testing of Battery Charge Controllers for Off-Grid PV Systems,” in Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, Amsterdam, 2017. mla: Khatibi, Arash, et al. “Introduction of an Advanced Method for Testing of Battery Charge Controllers for Off-Grid PV Systems.” Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, 2017. short: 'A. Khatibi, J. Bendfeld, W. Bermpohl, S. Krauter, in: Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, Amsterdam, 2017.' conference: end_date: 2017-09-29 location: Amsterdam name: 33rd European Photovoltaic Solar Energy Conference start_date: 2017-09-25 date_created: 2019-01-14T09:10:02Z date_updated: 2022-01-06T07:03:14Z department: - _id: '53' language: - iso: eng place: Amsterdam publication: Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017 status: public title: Introduction of an Advanced Method for Testing of Battery Charge Controllers for Off-Grid PV Systems type: conference user_id: '16148' year: '2017' ... --- _id: '6642' author: - first_name: Arash full_name: Khatibi, Arash id: '43538' last_name: Khatibi - first_name: Jörg full_name: Bendfeld, Jörg id: '16148' last_name: Bendfeld - first_name: Wolfgang full_name: Bermpohl, Wolfgang id: '15290' last_name: Bermpohl - first_name: Stefan full_name: Krauter, Stefan id: '28836' last_name: Krauter orcid: 0000-0002-3594-260X citation: ama: 'Khatibi A, Bendfeld J, Bermpohl W, Krauter S. Testing and Analysis of Battery Charge Controllers for Off-Grid PV Systems. In: Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017. Amsterdam; 2017.' apa: Khatibi, A., Bendfeld, J., Bermpohl, W., & Krauter, S. (2017). Testing and Analysis of Battery Charge Controllers for Off-Grid PV Systems. In Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017. Amsterdam. bibtex: '@inproceedings{Khatibi_Bendfeld_Bermpohl_Krauter_2017, place={Amsterdam}, title={Testing and Analysis of Battery Charge Controllers for Off-Grid PV Systems}, booktitle={Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017}, author={Khatibi, Arash and Bendfeld, Jörg and Bermpohl, Wolfgang and Krauter, Stefan}, year={2017} }' chicago: Khatibi, Arash, Jörg Bendfeld, Wolfgang Bermpohl, and Stefan Krauter. “Testing and Analysis of Battery Charge Controllers for Off-Grid PV Systems.” In Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017. Amsterdam, 2017. ieee: A. Khatibi, J. Bendfeld, W. Bermpohl, and S. Krauter, “Testing and Analysis of Battery Charge Controllers for Off-Grid PV Systems,” in Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, Amsterdam, 2017. mla: Khatibi, Arash, et al. “Testing and Analysis of Battery Charge Controllers for Off-Grid PV Systems.” Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, 2017. short: 'A. Khatibi, J. Bendfeld, W. Bermpohl, S. Krauter, in: Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017, Amsterdam, 2017.' conference: end_date: 2017-09-29 location: Amsterdam name: 33rd European Photovoltaic Solar Energy Conference start_date: 2017-09-25 date_created: 2019-01-14T09:12:39Z date_updated: 2022-01-06T07:03:14Z department: - _id: '53' language: - iso: eng place: Amsterdam publication: Proceedings of the 33rd European Photovoltaic Solar Energy Conference, Amsterdam, (Niederlande), 25.-29. Sept. 2017 status: public title: Testing and Analysis of Battery Charge Controllers for Off-Grid PV Systems type: conference user_id: '16148' year: '2017' ... --- _id: '680' author: - first_name: Manuel full_name: Peter, Manuel last_name: Peter - first_name: Andre full_name: Hildebrandt, Andre last_name: Hildebrandt - first_name: Christian full_name: Schlickriede, Christian id: '59792' last_name: Schlickriede - first_name: Kimia full_name: Gharib, Kimia last_name: Gharib - first_name: Thomas full_name: Zentgraf, Thomas id: '30525' last_name: Zentgraf orcid: 0000-0002-8662-1101 - first_name: Jens full_name: Förstner, Jens id: '158' last_name: Förstner orcid: 0000-0001-7059-9862 - first_name: Stefan full_name: Linden, Stefan last_name: Linden citation: ama: Peter M, Hildebrandt A, Schlickriede C, et al. Directional Emission from Dielectric Leaky-Wave Nanoantennas. Nano Letters. 2017;17(7):4178-4183. doi:10.1021/acs.nanolett.7b00966 apa: Peter, M., Hildebrandt, A., Schlickriede, C., Gharib, K., Zentgraf, T., Förstner, J., & Linden, S. (2017). Directional Emission from Dielectric Leaky-Wave Nanoantennas. Nano Letters, 17(7), 4178–4183. https://doi.org/10.1021/acs.nanolett.7b00966 bibtex: '@article{Peter_Hildebrandt_Schlickriede_Gharib_Zentgraf_Förstner_Linden_2017, title={Directional Emission from Dielectric Leaky-Wave Nanoantennas}, volume={17}, DOI={10.1021/acs.nanolett.7b00966}, number={7}, journal={Nano Letters}, publisher={American Chemical Society (ACS)}, author={Peter, Manuel and Hildebrandt, Andre and Schlickriede, Christian and Gharib, Kimia and Zentgraf, Thomas and Förstner, Jens and Linden, Stefan}, year={2017}, pages={4178–4183} }' chicago: 'Peter, Manuel, Andre Hildebrandt, Christian Schlickriede, Kimia Gharib, Thomas Zentgraf, Jens Förstner, and Stefan Linden. “Directional Emission from Dielectric Leaky-Wave Nanoantennas.” Nano Letters 17, no. 7 (2017): 4178–83. https://doi.org/10.1021/acs.nanolett.7b00966.' ieee: M. Peter et al., “Directional Emission from Dielectric Leaky-Wave Nanoantennas,” Nano Letters, vol. 17, no. 7, pp. 4178–4183, 2017. mla: Peter, Manuel, et al. “Directional Emission from Dielectric Leaky-Wave Nanoantennas.” Nano Letters, vol. 17, no. 7, American Chemical Society (ACS), 2017, pp. 4178–83, doi:10.1021/acs.nanolett.7b00966. short: M. Peter, A. Hildebrandt, C. Schlickriede, K. Gharib, T. Zentgraf, J. Förstner, S. Linden, Nano Letters 17 (2017) 4178–4183. date_created: 2017-11-13T07:36:01Z date_updated: 2022-01-06T07:03:20Z ddc: - '530' department: - _id: '61' - _id: '289' doi: 10.1021/acs.nanolett.7b00966 file: - access_level: open_access content_type: application/pdf creator: fossie date_created: 2018-08-16T08:07:31Z date_updated: 2018-08-21T10:41:58Z file_id: '3917' file_name: 2017-08 Peter - Nano Letters - Directional Emission from Dielectric Leaky-Wave Antennas.pdf file_size: 3398275 relation: main_file file_date_updated: 2018-08-21T10:41:58Z has_accepted_license: '1' intvolume: ' 17' issue: '7' keyword: - tet_topic_opticalantenna language: - iso: eng oa: '1' page: 4178-4183 project: - _id: '53' name: TRR 142 - _id: '56' name: TRR 142 - Project Area C - _id: '74' name: TRR 142 - Subproject C4 publication: Nano Letters publication_identifier: issn: - 1530-6984 - 1530-6992 publication_status: published publisher: American Chemical Society (ACS) status: public title: Directional Emission from Dielectric Leaky-Wave Nanoantennas type: journal_article urn: '6808' user_id: '158' volume: 17 year: '2017' ... --- _id: '11717' abstract: - lang: eng text: In this work, we address the limited availability of large annotated databases for real-life audio event detection by utilizing the concept of transfer learning. This technique aims to transfer knowledge from a source domain to a target domain, even if source and target have different feature distributions and label sets. We hypothesize that all acoustic events share the same inventory of basic acoustic building blocks and differ only in the temporal order of these acoustic units. We then construct a deep neural network with convolutional layers for extracting the acoustic units and a recurrent layer for capturing the temporal order. Under the above hypothesis, transfer learning from a source to a target domain with a different acoustic event inventory is realized by transferring the convolutional layers from the source to the target domain. The recurrent layer is, however, learnt directly from the target domain. Experiments on the transfer from a synthetic source database to the reallife target database of DCASE 2016 demonstrate that transfer learning leads to improved detection performance on average. However, the successful transfer to detect events which are very different from what was seen in the source domain, could not be verified. author: - first_name: Prerna full_name: Arora, Prerna last_name: Arora - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach citation: ama: 'Arora P, Haeb-Umbach R. A Study on Transfer Learning for Acoustic Event Detection in a Real Life Scenario. In: IEEE 19th International Workshop on Multimedia Signal Processing (MMSP). ; 2017.' apa: Arora, P., & Haeb-Umbach, R. (2017). A Study on Transfer Learning for Acoustic Event Detection in a Real Life Scenario. In IEEE 19th International Workshop on Multimedia Signal Processing (MMSP). bibtex: '@inproceedings{Arora_Haeb-Umbach_2017, title={A Study on Transfer Learning for Acoustic Event Detection in a Real Life Scenario}, booktitle={IEEE 19th International Workshop on Multimedia Signal Processing (MMSP)}, author={Arora, Prerna and Haeb-Umbach, Reinhold}, year={2017} }' chicago: Arora, Prerna, and Reinhold Haeb-Umbach. “A Study on Transfer Learning for Acoustic Event Detection in a Real Life Scenario.” In IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), 2017. ieee: P. Arora and R. Haeb-Umbach, “A Study on Transfer Learning for Acoustic Event Detection in a Real Life Scenario,” in IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), 2017. mla: Arora, Prerna, and Reinhold Haeb-Umbach. “A Study on Transfer Learning for Acoustic Event Detection in a Real Life Scenario.” IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), 2017. short: 'P. Arora, R. Haeb-Umbach, in: IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), 2017.' date_created: 2019-07-12T05:26:54Z date_updated: 2022-01-06T06:51:07Z department: - _id: '54' language: - iso: eng main_file_link: - open_access: '1' url: https://groups.uni-paderborn.de/nt/pubs/2017/MMSP_2017_AroraHaeb.pdf oa: '1' publication: IEEE 19th International Workshop on Multimedia Signal Processing (MMSP) related_material: link: - description: Poster relation: supplementary_material url: https://groups.uni-paderborn.de/nt/pubs/2017/MMSP_2017_AroraHaeb_poster.pdf status: public title: A Study on Transfer Learning for Acoustic Event Detection in a Real Life Scenario type: conference user_id: '44006' year: '2017' ... --- _id: '11735' abstract: - lang: eng text: This report describes the computation of gradients by algorithmic differentiation for statistically optimum beamforming operations. Especially the derivation of complex-valued functions is a key component of this approach. Therefore the real-valued algorithmic differentiation is extended via the complex-valued chain rule. In addition to the basic mathematic operations the derivative of the eigenvalue problem with complex-valued eigenvectors is one of the key results of this report. The potential of this approach is shown with experimental results on the CHiME-3 challenge database. There, the beamforming task is used as a front-end for an ASR system. With the developed derivatives a joint optimization of a speech enhancement and speech recognition system w.r.t. the recognition optimization criterion is possible. author: - first_name: Christoph full_name: Boeddeker, Christoph id: '40767' last_name: Boeddeker - first_name: Patrick full_name: Hanebrink, Patrick last_name: Hanebrink - first_name: Lukas full_name: Drude, Lukas id: '11213' last_name: Drude - first_name: Jahn full_name: Heymann, Jahn id: '9168' last_name: Heymann - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach citation: ama: Boeddeker C, Hanebrink P, Drude L, Heymann J, Haeb-Umbach R. On the Computation of Complex-Valued Gradients with Application to Statistically Optimum Beamforming.; 2017. apa: Boeddeker, C., Hanebrink, P., Drude, L., Heymann, J., & Haeb-Umbach, R. (2017). On the Computation of Complex-valued Gradients with Application to Statistically Optimum Beamforming. bibtex: '@book{Boeddeker_Hanebrink_Drude_Heymann_Haeb-Umbach_2017, title={On the Computation of Complex-valued Gradients with Application to Statistically Optimum Beamforming}, author={Boeddeker, Christoph and Hanebrink, Patrick and Drude, Lukas and Heymann, Jahn and Haeb-Umbach, Reinhold}, year={2017} }' chicago: Boeddeker, Christoph, Patrick Hanebrink, Lukas Drude, Jahn Heymann, and Reinhold Haeb-Umbach. On the Computation of Complex-Valued Gradients with Application to Statistically Optimum Beamforming, 2017. ieee: C. Boeddeker, P. Hanebrink, L. Drude, J. Heymann, and R. Haeb-Umbach, On the Computation of Complex-valued Gradients with Application to Statistically Optimum Beamforming. 2017. mla: Boeddeker, Christoph, et al. On the Computation of Complex-Valued Gradients with Application to Statistically Optimum Beamforming. 2017. short: C. Boeddeker, P. Hanebrink, L. Drude, J. Heymann, R. Haeb-Umbach, On the Computation of Complex-Valued Gradients with Application to Statistically Optimum Beamforming, 2017. date_created: 2019-07-12T05:27:15Z date_updated: 2022-01-06T06:51:08Z department: - _id: '54' language: - iso: eng main_file_link: - open_access: '1' url: https://groups.uni-paderborn.de/nt/pubs/2017/ArXiv_2017_BoeddekerHanebrinkHaeb_Article.pdf oa: '1' status: public title: On the Computation of Complex-valued Gradients with Application to Statistically Optimum Beamforming type: report user_id: '40767' year: '2017' ... --- _id: '11736' abstract: - lang: eng text: In this paper we show how a neural network for spectral mask estimation for an acoustic beamformer can be optimized by algorithmic differentiation. Using the beamformer output SNR as the objective function to maximize, the gradient is propagated through the beamformer all the way to the neural network which provides the clean speech and noise masks from which the beamformer coefficients are estimated by eigenvalue decomposition. A key theoretical result is the derivative of an eigenvalue problem involving complex-valued eigenvectors. Experimental results on the CHiME-3 challenge database demonstrate the effectiveness of the approach. The tools developed in this paper are a key component for an end-to-end optimization of speech enhancement and speech recognition. author: - first_name: Christoph full_name: Boeddeker, Christoph id: '40767' last_name: Boeddeker - first_name: Patrick full_name: Hanebrink, Patrick last_name: Hanebrink - first_name: Lukas full_name: Drude, Lukas id: '11213' last_name: Drude - first_name: Jahn full_name: Heymann, Jahn id: '9168' last_name: Heymann - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach citation: ama: 'Boeddeker C, Hanebrink P, Drude L, Heymann J, Haeb-Umbach R. Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2017.' apa: Boeddeker, C., Hanebrink, P., Drude, L., Heymann, J., & Haeb-Umbach, R. (2017). Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation. In Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). bibtex: '@inproceedings{Boeddeker_Hanebrink_Drude_Heymann_Haeb-Umbach_2017, title={Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation}, booktitle={Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP)}, author={Boeddeker, Christoph and Hanebrink, Patrick and Drude, Lukas and Heymann, Jahn and Haeb-Umbach, Reinhold}, year={2017} }' chicago: Boeddeker, Christoph, Patrick Hanebrink, Lukas Drude, Jahn Heymann, and Reinhold Haeb-Umbach. “Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation.” In Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017. ieee: C. Boeddeker, P. Hanebrink, L. Drude, J. Heymann, and R. Haeb-Umbach, “Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation,” in Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017. mla: Boeddeker, Christoph, et al. “Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017. short: 'C. Boeddeker, P. Hanebrink, L. Drude, J. Heymann, R. Haeb-Umbach, in: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017.' date_created: 2019-07-12T05:27:16Z date_updated: 2022-01-06T06:51:08Z department: - _id: '54' language: - iso: eng main_file_link: - open_access: '1' url: https://groups.uni-paderborn.de/nt/pubs/2017/icassp_2017_boeddeker_paper.pdf oa: '1' publication: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) status: public title: Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation type: conference user_id: '44006' year: '2017' ... --- _id: '11737' abstract: - lang: eng text: The benefits of both a logarithmic spectral amplitude (LSA) estimation and a modeling in a generalized spectral domain (where short-time amplitudes are raised to a generalized power exponent, not restricted to magnitude or power spectrum) are combined in this contribution to achieve a better tradeoff between speech quality and noise suppression in single-channel speech enhancement. A novel gain function is derived to enhance the logarithmic generalized spectral amplitudes of noisy speech. Experiments on the CHiME-3 dataset show that it outperforms the famous minimum mean squared error (MMSE) LSA gain function of Ephraim and Malah in terms of noise suppression by 1.4 dB, while the good speech quality of the MMSE-LSA estimator is maintained. author: - first_name: Alleksej full_name: Chinaev, Alleksej last_name: Chinaev - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach citation: ama: 'Chinaev A, Haeb-Umbach R. A Generalized Log-Spectral Amplitude Estimator for Single-Channel Speech Enhancement. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2017.' apa: Chinaev, A., & Haeb-Umbach, R. (2017). A Generalized Log-Spectral Amplitude Estimator for Single-Channel Speech Enhancement. In Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). bibtex: '@inproceedings{Chinaev_Haeb-Umbach_2017, title={A Generalized Log-Spectral Amplitude Estimator for Single-Channel Speech Enhancement}, booktitle={Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP)}, author={Chinaev, Alleksej and Haeb-Umbach, Reinhold}, year={2017} }' chicago: Chinaev, Alleksej, and Reinhold Haeb-Umbach. “A Generalized Log-Spectral Amplitude Estimator for Single-Channel Speech Enhancement.” In Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017. ieee: A. Chinaev and R. Haeb-Umbach, “A Generalized Log-Spectral Amplitude Estimator for Single-Channel Speech Enhancement,” in Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017. mla: Chinaev, Alleksej, and Reinhold Haeb-Umbach. “A Generalized Log-Spectral Amplitude Estimator for Single-Channel Speech Enhancement.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017. short: 'A. Chinaev, R. Haeb-Umbach, in: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017.' date_created: 2019-07-12T05:27:17Z date_updated: 2022-01-06T06:51:08Z department: - _id: '54' language: - iso: eng main_file_link: - open_access: '1' url: https://groups.uni-paderborn.de/nt/pubs/2017/ChinHaeb17.pdf oa: '1' publication: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) related_material: link: - description: Slides relation: supplementary_material url: https://groups.uni-paderborn.de/nt/pubs/2017/ChinHaeb17_Slides.pdf status: public title: A Generalized Log-Spectral Amplitude Estimator for Single-Channel Speech Enhancement type: conference user_id: '44006' year: '2017' ... --- _id: '11754' abstract: - lang: eng text: Recent advances in discriminatively trained mask estimation networks to extract a single source utilizing beamforming techniques demonstrate, that the integration of statistical models and deep neural networks (DNNs) are a promising approach for robust automatic speech recognition (ASR) applications. In this contribution we demonstrate how discriminatively trained embeddings on spectral features can be tightly integrated into statistical model-based source separation to separate and transcribe overlapping speech. Good generalization to unseen spatial configurations is achieved by estimating a statistical model at test time, while still leveraging discriminative training of deep clustering embeddings on a separate training set. We formulate an expectation maximization (EM) algorithm which jointly estimates a model for deep clustering embeddings and complex-valued spatial observations in the short time Fourier transform (STFT) domain at test time. Extensive simulations confirm, that the integrated model outperforms (a) a deep clustering model with a subsequent beamforming step and (b) an EM-based model with a beamforming step alone in terms of signal to distortion ratio (SDR) and perceptually motivated metric (PESQ) gains. ASR results on a reverberated dataset further show, that the aforementioned gains translate to reduced word error rates (WERs) even in reverberant environments. author: - first_name: Lukas full_name: Drude, Lukas id: '11213' last_name: Drude - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach citation: ama: 'Drude L, Haeb-Umbach R. Tight integration of spatial and spectral features for BSS with Deep Clustering embeddings. In: INTERSPEECH 2017, Stockholm, Schweden. ; 2017.' apa: Drude, L., & Haeb-Umbach, R. (2017). Tight integration of spatial and spectral features for BSS with Deep Clustering embeddings. In INTERSPEECH 2017, Stockholm, Schweden. bibtex: '@inproceedings{Drude_Haeb-Umbach_2017, title={Tight integration of spatial and spectral features for BSS with Deep Clustering embeddings}, booktitle={INTERSPEECH 2017, Stockholm, Schweden}, author={Drude, Lukas and Haeb-Umbach, Reinhold}, year={2017} }' chicago: Drude, Lukas, and Reinhold Haeb-Umbach. “Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings.” In INTERSPEECH 2017, Stockholm, Schweden, 2017. ieee: L. Drude and R. Haeb-Umbach, “Tight integration of spatial and spectral features for BSS with Deep Clustering embeddings,” in INTERSPEECH 2017, Stockholm, Schweden, 2017. mla: Drude, Lukas, and Reinhold Haeb-Umbach. “Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings.” INTERSPEECH 2017, Stockholm, Schweden, 2017. short: 'L. Drude, R. Haeb-Umbach, in: INTERSPEECH 2017, Stockholm, Schweden, 2017.' date_created: 2019-07-12T05:27:37Z date_updated: 2022-01-06T06:51:08Z department: - _id: '54' language: - iso: eng main_file_link: - open_access: '1' url: https://groups.uni-paderborn.de/nt/pubs/2017/INTERSPEECH_2017_Drude_paper.pdf oa: '1' publication: INTERSPEECH 2017, Stockholm, Schweden related_material: link: - description: Slides relation: supplementary_material url: https://groups.uni-paderborn.de/nt/pubs/2017/INTERSPEECH_2017_Drude_slides.pdf status: public title: Tight integration of spatial and spectral features for BSS with Deep Clustering embeddings type: conference user_id: '44006' year: '2017' ... --- _id: '11770' abstract: - lang: eng text: 'In this contribution we show how to exploit text data to support word discovery from audio input in an underresourced target language. Given audio, of which a certain amount is transcribed at the word level, and additional unrelated text data, the approach is able to learn a probabilistic mapping from acoustic units to characters and utilize it to segment the audio data into words without the need of a pronunciation dictionary. This is achieved by three components: an unsupervised acoustic unit discovery system, a supervisedly trained acoustic unit-to-grapheme converter, and a word discovery system, which is initialized with a language model trained on the text data. Experiments for multiple setups show that the initialization of the language model with text data improves the word segementation performance by a large margin.' author: - first_name: Thomas full_name: Glarner, Thomas id: '14169' last_name: Glarner - first_name: Benedikt full_name: Boenninghoff, Benedikt last_name: Boenninghoff - first_name: Oliver full_name: Walter, Oliver last_name: Walter - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach citation: ama: 'Glarner T, Boenninghoff B, Walter O, Haeb-Umbach R. Leveraging Text Data for Word Segmentation for Underresourced Languages. In: INTERSPEECH 2017, Stockholm, Schweden. ; 2017.' apa: Glarner, T., Boenninghoff, B., Walter, O., & Haeb-Umbach, R. (2017). Leveraging Text Data for Word Segmentation for Underresourced Languages. In INTERSPEECH 2017, Stockholm, Schweden. bibtex: '@inproceedings{Glarner_Boenninghoff_Walter_Haeb-Umbach_2017, title={Leveraging Text Data for Word Segmentation for Underresourced Languages}, booktitle={INTERSPEECH 2017, Stockholm, Schweden}, author={Glarner, Thomas and Boenninghoff, Benedikt and Walter, Oliver and Haeb-Umbach, Reinhold}, year={2017} }' chicago: Glarner, Thomas, Benedikt Boenninghoff, Oliver Walter, and Reinhold Haeb-Umbach. “Leveraging Text Data for Word Segmentation for Underresourced Languages.” In INTERSPEECH 2017, Stockholm, Schweden, 2017. ieee: T. Glarner, B. Boenninghoff, O. Walter, and R. Haeb-Umbach, “Leveraging Text Data for Word Segmentation for Underresourced Languages,” in INTERSPEECH 2017, Stockholm, Schweden, 2017. mla: Glarner, Thomas, et al. “Leveraging Text Data for Word Segmentation for Underresourced Languages.” INTERSPEECH 2017, Stockholm, Schweden, 2017. short: 'T. Glarner, B. Boenninghoff, O. Walter, R. Haeb-Umbach, in: INTERSPEECH 2017, Stockholm, Schweden, 2017.' date_created: 2019-07-12T05:27:55Z date_updated: 2022-01-06T06:51:08Z department: - _id: '54' language: - iso: eng main_file_link: - open_access: '1' url: https://groups.uni-paderborn.de/nt/pubs/2017/INTERSPEECH_2017_Glarner_paper.pdf oa: '1' publication: INTERSPEECH 2017, Stockholm, Schweden related_material: link: - description: Poster relation: supplementary_material url: https://groups.uni-paderborn.de/nt/pubs/2017/INTERSPEECH_2017_Glarner_poster.pdf status: public title: Leveraging Text Data for Word Segmentation for Underresourced Languages type: conference user_id: '44006' year: '2017' ... --- _id: '11809' abstract: - lang: eng text: This paper presents an end-to-end training approach for a beamformer-supported multi-channel ASR system. A neural network which estimates masks for a statistically optimum beamformer is jointly trained with a network for acoustic modeling. To update its parameters, we propagate the gradients from the acoustic model all the way through feature extraction and the complex valued beamforming operation. Besides avoiding a mismatch between the front-end and the back-end, this approach also eliminates the need for stereo data, i.e., the parallel availability of clean and noisy versions of the signals. Instead, it can be trained with real noisy multichannel data only. Also, relying on the signal statistics for beamforming, the approach makes no assumptions on the configuration of the microphone array. We further observe a performance gain through joint training in terms of word error rate in an evaluation of the system on the CHiME 4 dataset. author: - first_name: Jahn full_name: Heymann, Jahn id: '9168' last_name: Heymann - first_name: Lukas full_name: Drude, Lukas id: '11213' last_name: Drude - first_name: Christoph full_name: Boeddeker, Christoph id: '40767' last_name: Boeddeker - first_name: Patrick full_name: Hanebrink, Patrick last_name: Hanebrink - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach citation: ama: 'Heymann J, Drude L, Boeddeker C, Hanebrink P, Haeb-Umbach R. BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP). ; 2017.' apa: 'Heymann, J., Drude, L., Boeddeker, C., Hanebrink, P., & Haeb-Umbach, R. (2017). BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System. In Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP).' bibtex: '@inproceedings{Heymann_Drude_Boeddeker_Hanebrink_Haeb-Umbach_2017, title={BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System}, booktitle={Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP)}, author={Heymann, Jahn and Drude, Lukas and Boeddeker, Christoph and Hanebrink, Patrick and Haeb-Umbach, Reinhold}, year={2017} }' chicago: 'Heymann, Jahn, Lukas Drude, Christoph Boeddeker, Patrick Hanebrink, and Reinhold Haeb-Umbach. “BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System.” In Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017.' ieee: 'J. Heymann, L. Drude, C. Boeddeker, P. Hanebrink, and R. Haeb-Umbach, “BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System,” in Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017.' mla: 'Heymann, Jahn, et al. “BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017.' short: 'J. Heymann, L. Drude, C. Boeddeker, P. Hanebrink, R. Haeb-Umbach, in: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2017.' date_created: 2019-07-12T05:28:40Z date_updated: 2022-01-06T06:51:09Z department: - _id: '54' language: - iso: eng main_file_link: - open_access: '1' url: https://groups.uni-paderborn.de/nt/pubs/2017/icassp_2017_heymann_paper.pdf oa: '1' project: - _id: '52' name: Computing Resources Provided by the Paderborn Center for Parallel Computing publication: Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) related_material: link: - description: Poster relation: supplementary_material url: https://groups.uni-paderborn.de/nt/pubs/2017/icassp_2017_heymann_poster.pdf status: public title: 'BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System' type: conference user_id: '40767' year: '2017' ... --- _id: '11811' abstract: - lang: eng text: 'Acoustic beamforming can greatly improve the performance of Automatic Speech Recognition (ASR) and speech enhancement systems when multiple channels are available. We recently proposed a way to support the model-based Generalized Eigenvalue beamforming operation with a powerful neural network for spectral mask estimation. The enhancement system has a number of desirable properties. In particular, neither assumptions need to be made about the nature of the acoustic transfer function (e.g., being anechonic), nor does the array configuration need to be known. While the system has been originally developed to enhance speech in noisy environments, we show in this article that it is also effective in suppressing reverberation, thus leading to a generic trainable multi-channel speech enhancement system for robust speech processing. To support this claim, we consider two distinct datasets: The CHiME 3 challenge, which features challenging real-world noise distortions, and the Reverb challenge, which focuses on distortions caused by reverberation. We evaluate the system both with respect to a speech enhancement and a recognition task. For the first task we propose a new way to cope with the distortions introduced by the Generalized Eigenvalue beamformer by renormalizing the target energy for each frequency bin, and measure its effectiveness in terms of the PESQ score. For the latter we feed the enhanced signal to a strong DNN back-end and achieve state-of-the-art ASR results on both datasets. We further experiment with different network architectures for spectral mask estimation: One small feed-forward network with only one hidden layer, one Convolutional Neural Network and one bi-directional Long Short-Term Memory network, showing that even a small network is capable of delivering significant performance improvements.' author: - first_name: Jahn full_name: Heymann, Jahn id: '9168' last_name: Heymann - first_name: Lukas full_name: Drude, Lukas id: '11213' last_name: Drude - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach citation: ama: Heymann J, Drude L, Haeb-Umbach R. A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing. Computer Speech and Language. 2017. apa: Heymann, J., Drude, L., & Haeb-Umbach, R. (2017). A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing. Computer Speech and Language. bibtex: '@article{Heymann_Drude_Haeb-Umbach_2017, title={A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing}, journal={Computer Speech and Language}, author={Heymann, Jahn and Drude, Lukas and Haeb-Umbach, Reinhold}, year={2017} }' chicago: Heymann, Jahn, Lukas Drude, and Reinhold Haeb-Umbach. “A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing.” Computer Speech and Language, 2017. ieee: J. Heymann, L. Drude, and R. Haeb-Umbach, “A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing,” Computer Speech and Language, 2017. mla: Heymann, Jahn, et al. “A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing.” Computer Speech and Language, 2017. short: J. Heymann, L. Drude, R. Haeb-Umbach, Computer Speech and Language (2017). date_created: 2019-07-12T05:28:43Z date_updated: 2022-01-06T06:51:09Z department: - _id: '54' language: - iso: eng main_file_link: - open_access: '1' url: https://groups.uni-paderborn.de/nt/pubs/2017/ComputerSpeechLanguage_2017_heymann_paper.pdf oa: '1' publication: Computer Speech and Language status: public title: A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing type: journal_article user_id: '44006' year: '2017' ... --- _id: '12081' abstract: - lang: eng text: 'The invention relates to a building or enclosure termination opening and/or closing apparatus having communication signed or encrypted by means of a key, and to a method for operating such. To allow simple, convenient and secure use by exclusively authorised users, the apparatus comprises: a first and a second user terminal, with secure forwarding of a time-limited key from the first to the second user terminal being possible. According to an alternative, individual keys are generated by a user identification and a secret device key.' author: - first_name: Florian full_name: Jacob, Florian last_name: Jacob - first_name: Joerg full_name: Schmalenstroeer, Joerg id: '460' last_name: Schmalenstroeer citation: ama: Jacob F, Schmalenstroeer J. Building or Enclosure Termination Closing and/or Opening Apparatus, and Method for Operating a Building or Enclosure Termination. 2017. apa: Jacob, F., & Schmalenstroeer, J. (2017). Building or Enclosure Termination Closing and/or Opening Apparatus, and Method for Operating a Building or Enclosure Termination. bibtex: '@article{Jacob_Schmalenstroeer_2017, title={Building or Enclosure Termination Closing and/or Opening Apparatus, and Method for Operating a Building or Enclosure Termination}, author={Jacob, Florian and Schmalenstroeer, Joerg}, year={2017} }' chicago: Jacob, Florian, and Joerg Schmalenstroeer. “Building or Enclosure Termination Closing and/or Opening Apparatus, and Method for Operating a Building or Enclosure Termination,” 2017. ieee: F. Jacob and J. Schmalenstroeer, “Building or Enclosure Termination Closing and/or Opening Apparatus, and Method for Operating a Building or Enclosure Termination.” 2017. mla: Jacob, Florian, and Joerg Schmalenstroeer. Building or Enclosure Termination Closing and/or Opening Apparatus, and Method for Operating a Building or Enclosure Termination. 2017. short: F. Jacob, J. Schmalenstroeer, (2017). date_created: 2019-07-19T08:07:11Z date_updated: 2022-01-06T06:51:17Z department: - _id: '54' ipc: WO2018/077610A ipn: WO2018/077610A publication_date: '2017' status: public title: Building or Enclosure Termination Closing and/or Opening Apparatus, and Method for Operating a Building or Enclosure Termination type: patent user_id: '460' year: '2017' ... --- _id: '12973' author: - first_name: Jyotirmoy full_name: Deshmukh, Jyotirmoy last_name: Deshmukh - first_name: Wolfgang full_name: Kunz, Wolfgang last_name: Kunz - first_name: Hans-Joachim full_name: Wunderlich, Hans-Joachim last_name: Wunderlich - first_name: Sybille full_name: Hellebrand, Sybille id: '209' last_name: Hellebrand orcid: 0000-0002-3717-3939 citation: ama: 'Deshmukh J, Kunz W, Wunderlich H-J, Hellebrand S. Special Session on Early Life Failures. In: 35th IEEE VLSI Test Symposium (VTS’17). Caesars Palace, Las Vegas, Nevada, USA: IEEE; 2017. doi:10.1109/vts.2017.7928933' apa: 'Deshmukh, J., Kunz, W., Wunderlich, H.-J., & Hellebrand, S. (2017). Special Session on Early Life Failures. In 35th IEEE VLSI Test Symposium (VTS’17). Caesars Palace, Las Vegas, Nevada, USA: IEEE. https://doi.org/10.1109/vts.2017.7928933' bibtex: '@inproceedings{Deshmukh_Kunz_Wunderlich_Hellebrand_2017, place={Caesars Palace, Las Vegas, Nevada, USA}, title={Special Session on Early Life Failures}, DOI={10.1109/vts.2017.7928933}, booktitle={35th IEEE VLSI Test Symposium (VTS’17)}, publisher={IEEE}, author={Deshmukh, Jyotirmoy and Kunz, Wolfgang and Wunderlich, Hans-Joachim and Hellebrand, Sybille}, year={2017} }' chicago: 'Deshmukh, Jyotirmoy, Wolfgang Kunz, Hans-Joachim Wunderlich, and Sybille Hellebrand. “Special Session on Early Life Failures.” In 35th IEEE VLSI Test Symposium (VTS’17). Caesars Palace, Las Vegas, Nevada, USA: IEEE, 2017. https://doi.org/10.1109/vts.2017.7928933.' ieee: J. Deshmukh, W. Kunz, H.-J. Wunderlich, and S. Hellebrand, “Special Session on Early Life Failures,” in 35th IEEE VLSI Test Symposium (VTS’17), 2017. mla: Deshmukh, Jyotirmoy, et al. “Special Session on Early Life Failures.” 35th IEEE VLSI Test Symposium (VTS’17), IEEE, 2017, doi:10.1109/vts.2017.7928933. short: 'J. Deshmukh, W. Kunz, H.-J. Wunderlich, S. Hellebrand, in: 35th IEEE VLSI Test Symposium (VTS’17), IEEE, Caesars Palace, Las Vegas, Nevada, USA, 2017.' date_created: 2019-08-28T08:37:58Z date_updated: 2022-01-06T06:51:27Z department: - _id: '48' doi: 10.1109/vts.2017.7928933 language: - iso: eng place: Caesars Palace, Las Vegas, Nevada, USA publication: 35th IEEE VLSI Test Symposium (VTS'17) publisher: IEEE status: public title: Special Session on Early Life Failures type: conference user_id: '209' year: '2017' ... --- _id: '14862' author: - first_name: Manuel full_name: Webersen, Manuel id: '11289' last_name: Webersen orcid: 0000-0001-6411-4232 - first_name: Bernd full_name: Henning, Bernd id: '213' last_name: Henning citation: ama: Webersen M, Henning B. Ultraschallbasierte Charakterisierung des Alterungsverhaltens von Polymeren.; 2017. apa: Webersen, M., & Henning, B. (2017). Ultraschallbasierte Charakterisierung des Alterungsverhaltens von Polymeren. bibtex: '@book{Webersen_Henning_2017, series={DEGA-Workshop “Physikalische Akustik”}, title={Ultraschallbasierte Charakterisierung des Alterungsverhaltens von Polymeren}, author={Webersen, Manuel and Henning, Bernd}, year={2017}, collection={DEGA-Workshop “Physikalische Akustik”} }' chicago: Webersen, Manuel, and Bernd Henning. Ultraschallbasierte Charakterisierung des Alterungsverhaltens von Polymeren. DEGA-Workshop “Physikalische Akustik,” 2017. ieee: M. Webersen and B. Henning, Ultraschallbasierte Charakterisierung des Alterungsverhaltens von Polymeren. 2017. mla: Webersen, Manuel, and Bernd Henning. Ultraschallbasierte Charakterisierung des Alterungsverhaltens von Polymeren. 2017. short: M. Webersen, B. Henning, Ultraschallbasierte Charakterisierung des Alterungsverhaltens von Polymeren, 2017. date_created: 2019-11-08T08:41:02Z date_updated: 2022-01-06T06:52:08Z department: - _id: '49' language: - iso: ger series_title: DEGA-Workshop "Physikalische Akustik" status: public title: Ultraschallbasierte Charakterisierung des Alterungsverhaltens von Polymeren type: misc user_id: '11289' year: '2017' ... --- _id: '13861' author: - first_name: Sergei full_name: Olfert, Sergei last_name: Olfert - first_name: Sebastian full_name: Becker, Sebastian last_name: Becker - first_name: Bernd full_name: Henning, Bernd last_name: Henning citation: ama: 'Olfert S, Becker S, Henning B. Erweiterung des Mason-Modells zur Beschreibung eines Partikelbelags auf einer Quarzscheibe. In: Deutsche Gesellschaft Für Akustik e.V. 2017- Fortschritte Der Akustik - DAGA 2017. Berlin: Deutsche Gesellschaft für Akustik e.V. (DEGA); 2017:1015-1018.' apa: 'Olfert, S., Becker, S., & Henning, B. (2017). Erweiterung des Mason-Modells zur Beschreibung eines Partikelbelags auf einer Quarzscheibe. In Deutsche Gesellschaft für Akustik e.V. 2017- Fortschritte der Akustik - DAGA 2017 (pp. 1015–1018). Berlin: Deutsche Gesellschaft für Akustik e.V. (DEGA).' bibtex: '@inproceedings{Olfert_Becker_Henning_2017, place={Berlin}, title={Erweiterung des Mason-Modells zur Beschreibung eines Partikelbelags auf einer Quarzscheibe}, booktitle={Deutsche Gesellschaft für Akustik e.V. 2017- Fortschritte der Akustik - DAGA 2017}, publisher={Deutsche Gesellschaft für Akustik e.V. (DEGA)}, author={Olfert, Sergei and Becker, Sebastian and Henning, Bernd}, year={2017}, pages={1015–1018} }' chicago: 'Olfert, Sergei, Sebastian Becker, and Bernd Henning. “Erweiterung Des Mason-Modells Zur Beschreibung Eines Partikelbelags Auf Einer Quarzscheibe.” In Deutsche Gesellschaft Für Akustik e.V. 2017- Fortschritte Der Akustik - DAGA 2017, 1015–18. Berlin: Deutsche Gesellschaft für Akustik e.V. (DEGA), 2017.' ieee: S. Olfert, S. Becker, and B. Henning, “Erweiterung des Mason-Modells zur Beschreibung eines Partikelbelags auf einer Quarzscheibe,” in Deutsche Gesellschaft für Akustik e.V. 2017- Fortschritte der Akustik - DAGA 2017, 2017, pp. 1015–1018. mla: Olfert, Sergei, et al. “Erweiterung Des Mason-Modells Zur Beschreibung Eines Partikelbelags Auf Einer Quarzscheibe.” Deutsche Gesellschaft Für Akustik e.V. 2017- Fortschritte Der Akustik - DAGA 2017, Deutsche Gesellschaft für Akustik e.V. (DEGA), 2017, pp. 1015–18. short: 'S. Olfert, S. Becker, B. Henning, in: Deutsche Gesellschaft Für Akustik e.V. 2017- Fortschritte Der Akustik - DAGA 2017, Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 2017, pp. 1015–1018.' date_created: 2019-10-15T10:55:06Z date_updated: 2022-01-06T06:51:45Z department: - _id: '49' language: - iso: eng page: 1015-1018 place: Berlin publication: Deutsche Gesellschaft für Akustik e.V. 2017- Fortschritte der Akustik - DAGA 2017 publication_identifier: isbn: - '9783939296126' publisher: Deutsche Gesellschaft für Akustik e.V. (DEGA) status: public title: Erweiterung des Mason-Modells zur Beschreibung eines Partikelbelags auf einer Quarzscheibe type: conference user_id: '15911' year: '2017' ... --- _id: '29889' author: - first_name: Klaus full_name: Peter, Klaus last_name: Peter - first_name: Fabian full_name: Mink, Fabian last_name: Mink - first_name: Joachim full_name: Böcker, Joachim id: '66' last_name: Böcker orcid: 0000-0002-8480-7295 citation: ama: 'Peter K, Mink F, Böcker J. Model-based control structure for high-speed permanent magnet synchronous drives. In: 2017 IEEE International Electric Machines and Drives Conference (IEMDC). IEEE; 2017. doi:10.1109/iemdc.2017.8002284' apa: Peter, K., Mink, F., & Böcker, J. (2017). Model-based control structure for high-speed permanent magnet synchronous drives. 2017 IEEE International Electric Machines and Drives Conference (IEMDC). International Electric Machines and Drives Conference (IEMDC), Miami, FL, USA. https://doi.org/10.1109/iemdc.2017.8002284 bibtex: '@inproceedings{Peter_Mink_Böcker_2017, title={Model-based control structure for high-speed permanent magnet synchronous drives}, DOI={10.1109/iemdc.2017.8002284}, booktitle={2017 IEEE International Electric Machines and Drives Conference (IEMDC)}, publisher={IEEE}, author={Peter, Klaus and Mink, Fabian and Böcker, Joachim}, year={2017} }' chicago: Peter, Klaus, Fabian Mink, and Joachim Böcker. “Model-Based Control Structure for High-Speed Permanent Magnet Synchronous Drives.” In 2017 IEEE International Electric Machines and Drives Conference (IEMDC). IEEE, 2017. https://doi.org/10.1109/iemdc.2017.8002284. ieee: 'K. Peter, F. Mink, and J. Böcker, “Model-based control structure for high-speed permanent magnet synchronous drives,” presented at the International Electric Machines and Drives Conference (IEMDC), Miami, FL, USA, 2017, doi: 10.1109/iemdc.2017.8002284.' mla: Peter, Klaus, et al. “Model-Based Control Structure for High-Speed Permanent Magnet Synchronous Drives.” 2017 IEEE International Electric Machines and Drives Conference (IEMDC), IEEE, 2017, doi:10.1109/iemdc.2017.8002284. short: 'K. Peter, F. Mink, J. Böcker, in: 2017 IEEE International Electric Machines and Drives Conference (IEMDC), IEEE, 2017.' conference: location: ' Miami, FL, USA' name: International Electric Machines and Drives Conference (IEMDC) start_date: 2017-05 date_created: 2022-02-19T10:05:20Z date_updated: 2022-02-19T10:08:17Z department: - _id: '34' - _id: '52' doi: 10.1109/iemdc.2017.8002284 language: - iso: eng publication: 2017 IEEE International Electric Machines and Drives Conference (IEMDC) publication_status: published publisher: IEEE status: public title: Model-based control structure for high-speed permanent magnet synchronous drives type: conference user_id: '66' year: '2017' ... --- _id: '21248' author: - first_name: Oliver full_name: Wallscheid, Oliver id: '11291' last_name: Wallscheid orcid: https://orcid.org/0000-0001-9362-8777 - first_name: Wilhelm full_name: Kirchgässner, Wilhelm id: '49265' last_name: Kirchgässner orcid: 0000-0001-9490-1843 - first_name: Joachim full_name: Böcker, Joachim id: '66' last_name: Böcker orcid: 0000-0002-8480-7295 citation: ama: 'Wallscheid O, Kirchgässner W, Böcker J. Investigation of long short-term memory networks to temperature prediction for permanent magnet synchronous motors. In: 2017 International Joint Conference on Neural Networks (IJCNN). ; 2017. doi:10.1109/ijcnn.2017.7966088' apa: Wallscheid, O., Kirchgässner, W., & Böcker, J. (2017). Investigation of long short-term memory networks to temperature prediction for permanent magnet synchronous motors. 2017 International Joint Conference on Neural Networks (IJCNN). https://doi.org/10.1109/ijcnn.2017.7966088 bibtex: '@inproceedings{Wallscheid_Kirchgässner_Böcker_2017, title={Investigation of long short-term memory networks to temperature prediction for permanent magnet synchronous motors}, DOI={10.1109/ijcnn.2017.7966088}, booktitle={2017 International Joint Conference on Neural Networks (IJCNN)}, author={Wallscheid, Oliver and Kirchgässner, Wilhelm and Böcker, Joachim}, year={2017} }' chicago: Wallscheid, Oliver, Wilhelm Kirchgässner, and Joachim Böcker. “Investigation of Long Short-Term Memory Networks to Temperature Prediction for Permanent Magnet Synchronous Motors.” In 2017 International Joint Conference on Neural Networks (IJCNN), 2017. https://doi.org/10.1109/ijcnn.2017.7966088. ieee: 'O. Wallscheid, W. Kirchgässner, and J. Böcker, “Investigation of long short-term memory networks to temperature prediction for permanent magnet synchronous motors,” 2017, doi: 10.1109/ijcnn.2017.7966088.' mla: Wallscheid, Oliver, et al. “Investigation of Long Short-Term Memory Networks to Temperature Prediction for Permanent Magnet Synchronous Motors.” 2017 International Joint Conference on Neural Networks (IJCNN), 2017, doi:10.1109/ijcnn.2017.7966088. short: 'O. Wallscheid, W. Kirchgässner, J. Böcker, in: 2017 International Joint Conference on Neural Networks (IJCNN), 2017.' date_created: 2021-02-16T21:21:51Z date_updated: 2022-02-19T16:51:54Z department: - _id: '52' doi: 10.1109/ijcnn.2017.7966088 language: - iso: eng publication: 2017 International Joint Conference on Neural Networks (IJCNN) publication_identifier: isbn: - '9781509061822' publication_status: published status: public title: Investigation of long short-term memory networks to temperature prediction for permanent magnet synchronous motors type: conference user_id: '49265' year: '2017' ...