--- _id: '48405' author: - first_name: F. full_name: Sprütten, F. last_name: Sprütten - first_name: Lena full_name: Wessel, Lena id: '85190' last_name: Wessel - first_name: K. full_name: Zentgraf, K. last_name: Zentgraf - first_name: S. full_name: Prediger, S. last_name: Prediger citation: ama: 'Sprütten F, Wessel L, Zentgraf K, Prediger S. Fach- und sprachintegrierte Ansätze für Neuzugewanderte. In: Prediger S, ed. Sprachbildender Mathematikunterricht in der Sekundarstufe. Ein forschungsbasiertes Praxisbuch. Cornelsen Skriptor; 2020:115-130.' apa: Sprütten, F., Wessel, L., Zentgraf, K., & Prediger, S. (2020). Fach- und sprachintegrierte Ansätze für Neuzugewanderte. In S. Prediger (Ed.), Sprachbildender Mathematikunterricht in der Sekundarstufe. Ein forschungsbasiertes Praxisbuch (pp. 115–130). Cornelsen Skriptor. bibtex: '@inbook{Sprütten_Wessel_Zentgraf_Prediger_2020, place={Berlin}, title={Fach- und sprachintegrierte Ansätze für Neuzugewanderte}, booktitle={Sprachbildender Mathematikunterricht in der Sekundarstufe. Ein forschungsbasiertes Praxisbuch}, publisher={Cornelsen Skriptor}, author={Sprütten, F. and Wessel, Lena and Zentgraf, K. and Prediger, S.}, editor={Prediger, S.}, year={2020}, pages={115–130} }' chicago: 'Sprütten, F., Lena Wessel, K. Zentgraf, and S. Prediger. “Fach- und sprachintegrierte Ansätze für Neuzugewanderte.” In Sprachbildender Mathematikunterricht in der Sekundarstufe. Ein forschungsbasiertes Praxisbuch, edited by S. Prediger, 115–30. Berlin: Cornelsen Skriptor, 2020.' ieee: 'F. Sprütten, L. Wessel, K. Zentgraf, and S. Prediger, “Fach- und sprachintegrierte Ansätze für Neuzugewanderte,” in Sprachbildender Mathematikunterricht in der Sekundarstufe. Ein forschungsbasiertes Praxisbuch, S. Prediger, Ed. Berlin: Cornelsen Skriptor, 2020, pp. 115–130.' mla: Sprütten, F., et al. “Fach- und sprachintegrierte Ansätze für Neuzugewanderte.” Sprachbildender Mathematikunterricht in der Sekundarstufe. Ein forschungsbasiertes Praxisbuch, edited by S. Prediger, Cornelsen Skriptor, 2020, pp. 115–30. short: 'F. Sprütten, L. Wessel, K. Zentgraf, S. Prediger, in: S. Prediger (Ed.), Sprachbildender Mathematikunterricht in der Sekundarstufe. Ein forschungsbasiertes Praxisbuch, Cornelsen Skriptor, Berlin, 2020, pp. 115–130.' date_created: 2023-10-24T07:13:15Z date_updated: 2023-10-31T09:37:03Z department: - _id: '34' - _id: '10' - _id: '97' - _id: '643' editor: - first_name: S. full_name: Prediger, S. last_name: Prediger language: - iso: other page: 115-130 place: Berlin publication: Sprachbildender Mathematikunterricht in der Sekundarstufe. Ein forschungsbasiertes Praxisbuch publisher: Cornelsen Skriptor status: public title: Fach- und sprachintegrierte Ansätze für Neuzugewanderte type: book_chapter user_id: '37888' year: '2020' ... --- _id: '45383' author: - first_name: Jennifer full_name: Dröse, Jennifer id: '85820' last_name: Dröse - first_name: Susanne full_name: Prediger, Susanne last_name: Prediger citation: ama: 'Dröse J, Prediger S. Enhancing Fifth Graders’ Awareness of Syntactic Features in Mathematical Word Problems: A Design Research Study on the Variation Principle. Journal für Mathematik-Didaktik, 41(2). Published online 2020:399-422. doi:doi.org/10.1007/s13138-019-00153-z' apa: 'Dröse, J., & Prediger, S. (2020). Enhancing Fifth Graders’ Awareness of Syntactic Features in Mathematical Word Problems: A Design Research Study on the Variation Principle. Journal Für Mathematik-Didaktik, 41(2), 399–422. https://doi.org/doi.org/10.1007/s13138-019-00153-z' bibtex: '@article{Dröse_Prediger_2020, title={Enhancing Fifth Graders’ Awareness of Syntactic Features in Mathematical Word Problems: A Design Research Study on the Variation Principle}, DOI={doi.org/10.1007/s13138-019-00153-z}, journal={Journal für Mathematik-Didaktik, 41(2)}, author={Dröse, Jennifer and Prediger, Susanne}, year={2020}, pages={399–422} }' chicago: 'Dröse, Jennifer, and Susanne Prediger. “Enhancing Fifth Graders’ Awareness of Syntactic Features in Mathematical Word Problems: A Design Research Study on the Variation Principle.” Journal Für Mathematik-Didaktik, 41(2), 2020, 399–422. https://doi.org/doi.org/10.1007/s13138-019-00153-z.' ieee: 'J. Dröse and S. Prediger, “Enhancing Fifth Graders’ Awareness of Syntactic Features in Mathematical Word Problems: A Design Research Study on the Variation Principle,” Journal für Mathematik-Didaktik, 41(2), pp. 399–422, 2020, doi: doi.org/10.1007/s13138-019-00153-z.' mla: 'Dröse, Jennifer, and Susanne Prediger. “Enhancing Fifth Graders’ Awareness of Syntactic Features in Mathematical Word Problems: A Design Research Study on the Variation Principle.” Journal Für Mathematik-Didaktik, 41(2), 2020, pp. 399–422, doi:doi.org/10.1007/s13138-019-00153-z.' short: J. Dröse, S. Prediger, Journal Für Mathematik-Didaktik, 41(2) (2020) 399–422. date_created: 2023-05-31T07:16:27Z date_updated: 2023-11-02T08:06:54Z department: - _id: '98' doi: doi.org/10.1007/s13138-019-00153-z language: - iso: eng page: 399-422 publication: Journal für Mathematik-Didaktik, 41(2) quality_controlled: '1' status: public title: 'Enhancing Fifth Graders’ Awareness of Syntactic Features in Mathematical Word Problems: A Design Research Study on the Variation Principle' type: journal_article user_id: '85820' year: '2020' ... --- _id: '29413' author: - first_name: K. full_name: Flaßkamp, K. last_name: Flaßkamp - first_name: Sina full_name: Ober-Blöbaum, Sina id: '16494' last_name: Ober-Blöbaum - first_name: 'S. ' full_name: 'Peitz, S. ' last_name: Peitz citation: ama: 'Flaßkamp K, Ober-Blöbaum S, Peitz S. Symmetry in optimal control: A multiobjective model predictive control approach. In: Junge O, Schütze O, Froyland G, Ober-Blöbaum S, Padberg-Gehle K, eds. Advances in Dynamics, Optimization and Computation. Springer International Publishing; 2020:209-237.' apa: 'Flaßkamp, K., Ober-Blöbaum, S., & Peitz, S. (2020). Symmetry in optimal control: A multiobjective model predictive control approach. In O. Junge, O. Schütze, G. Froyland, S. Ober-Blöbaum, & K. Padberg-Gehle (Eds.), Advances in Dynamics, Optimization and Computation (pp. 209–237). Springer International Publishing.' bibtex: '@inbook{Flaßkamp_Ober-Blöbaum_Peitz_2020, place={Cham}, title={Symmetry in optimal control: A multiobjective model predictive control approach}, booktitle={Advances in Dynamics, Optimization and Computation}, publisher={Springer International Publishing}, author={Flaßkamp, K. and Ober-Blöbaum, Sina and Peitz, S. }, editor={Junge, Oliver and Schütze, Oliver and Froyland, Gary and Ober-Blöbaum, Sina and Padberg-Gehle, Kathrin}, year={2020}, pages={209–237} }' chicago: 'Flaßkamp, K., Sina Ober-Blöbaum, and S. Peitz. “Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach.” In Advances in Dynamics, Optimization and Computation, edited by Oliver Junge, Oliver Schütze, Gary Froyland, Sina Ober-Blöbaum, and Kathrin Padberg-Gehle, 209–37. Cham: Springer International Publishing, 2020.' ieee: 'K. Flaßkamp, S. Ober-Blöbaum, and S. Peitz, “Symmetry in optimal control: A multiobjective model predictive control approach,” in Advances in Dynamics, Optimization and Computation, O. Junge, O. Schütze, G. Froyland, S. Ober-Blöbaum, and K. Padberg-Gehle, Eds. Cham: Springer International Publishing, 2020, pp. 209–237.' mla: 'Flaßkamp, K., et al. “Symmetry in Optimal Control: A Multiobjective Model Predictive Control Approach.” Advances in Dynamics, Optimization and Computation, edited by Oliver Junge et al., Springer International Publishing, 2020, pp. 209–37.' short: 'K. Flaßkamp, S. Ober-Blöbaum, S. Peitz, in: O. Junge, O. Schütze, G. Froyland, S. Ober-Blöbaum, K. Padberg-Gehle (Eds.), Advances in Dynamics, Optimization and Computation, Springer International Publishing, Cham, 2020, pp. 209–237.' date_created: 2022-01-18T12:58:18Z date_updated: 2023-11-08T08:15:14Z department: - _id: '636' editor: - first_name: Oliver full_name: Junge, Oliver last_name: Junge - first_name: Oliver full_name: Schütze, Oliver last_name: Schütze - first_name: Gary full_name: Froyland, Gary last_name: Froyland - first_name: Sina full_name: Ober-Blöbaum, Sina last_name: Ober-Blöbaum - first_name: Kathrin full_name: Padberg-Gehle, Kathrin last_name: Padberg-Gehle language: - iso: eng page: 209-237 place: Cham publication: Advances in Dynamics, Optimization and Computation publisher: Springer International Publishing status: public title: 'Symmetry in optimal control: A multiobjective model predictive control approach' type: book_chapter user_id: '15694' year: '2020' ... --- _id: '48690' author: - first_name: Anna Maria full_name: Spener, Anna Maria id: '99480' last_name: Spener citation: ama: 'Spener AM. “Dein jüdisches Gesicht”. Zu drei Gedichten des “Ilana”-Zyklus von Paul Celan. In: Speier H-M, ed. Celan-Jahrbuch 11. Königshausen & Neumann; 2020:301–327.' apa: Spener, A. M. (2020). “Dein jüdisches Gesicht”. Zu drei Gedichten des “Ilana”-Zyklus von Paul Celan. In H.-M. Speier (Ed.), Celan-Jahrbuch 11 (pp. 301–327). Königshausen & Neumann. bibtex: '@inbook{Spener_2020, place={Würzburg}, title={“Dein jüdisches Gesicht”. Zu drei Gedichten des “Ilana”-Zyklus von Paul Celan}, booktitle={Celan-Jahrbuch 11}, publisher={Königshausen & Neumann}, author={Spener, Anna Maria}, editor={Speier, Hans-Michael}, year={2020}, pages={301–327} }' chicago: 'Spener, Anna Maria. “‘Dein Jüdisches Gesicht’. Zu Drei Gedichten Des ‘Ilana’-Zyklus von Paul Celan.” In Celan-Jahrbuch 11, edited by Hans-Michael Speier, 301–327. Würzburg: Königshausen & Neumann, 2020.' ieee: 'A. M. Spener, “‘Dein jüdisches Gesicht’. Zu drei Gedichten des ‘Ilana’-Zyklus von Paul Celan,” in Celan-Jahrbuch 11, H.-M. Speier, Ed. Würzburg: Königshausen & Neumann, 2020, pp. 301–327.' mla: Spener, Anna Maria. “‘Dein Jüdisches Gesicht’. Zu Drei Gedichten Des ‘Ilana’-Zyklus von Paul Celan.” Celan-Jahrbuch 11, edited by Hans-Michael Speier, Königshausen & Neumann, 2020, pp. 301–327. short: 'A.M. Spener, in: H.-M. Speier (Ed.), Celan-Jahrbuch 11, Königshausen & Neumann, Würzburg, 2020, pp. 301–327.' date_created: 2023-11-08T14:52:25Z date_updated: 2023-11-08T14:52:38Z editor: - first_name: Hans-Michael full_name: Speier, Hans-Michael last_name: Speier extern: '1' page: 301–327 place: Würzburg publication: Celan-Jahrbuch 11 publisher: Königshausen & Neumann status: public title: '"Dein jüdisches Gesicht". Zu drei Gedichten des "Ilana"-Zyklus von Paul Celan' type: book_chapter user_id: '99480' year: '2020' ... --- _id: '48723' author: - first_name: Daniel full_name: Krause, Daniel id: '668' last_name: Krause orcid: orcid.org/0000-0001-5391-885X - first_name: Klaus full_name: Blischke, Klaus last_name: Blischke citation: ama: 'Krause D, Blischke K. Automatisierung der motorischen Kontrolle. In: Güllich A, Krüger M, eds. Bewegung, Training, Leistung Und Gesundheit. Springer; 2020. doi:doi.org/10.1007/978-3-662-53386-4_62-1' apa: Krause, D., & Blischke, K. (2020). Automatisierung der motorischen Kontrolle. In A. Güllich & M. Krüger (Eds.), Bewegung, Training, Leistung und Gesundheit. Springer. https://doi.org/doi.org/10.1007/978-3-662-53386-4_62-1 bibtex: '@inbook{Krause_Blischke_2020, place={Berlin}, title={Automatisierung der motorischen Kontrolle}, DOI={doi.org/10.1007/978-3-662-53386-4_62-1}, booktitle={Bewegung, Training, Leistung und Gesundheit}, publisher={Springer}, author={Krause, Daniel and Blischke, Klaus}, editor={Güllich, Arne and Krüger, Michael}, year={2020} }' chicago: 'Krause, Daniel, and Klaus Blischke. “Automatisierung Der Motorischen Kontrolle.” In Bewegung, Training, Leistung Und Gesundheit, edited by Arne Güllich and Michael Krüger. Berlin: Springer, 2020. https://doi.org/doi.org/10.1007/978-3-662-53386-4_62-1.' ieee: 'D. Krause and K. Blischke, “Automatisierung der motorischen Kontrolle,” in Bewegung, Training, Leistung und Gesundheit, A. Güllich and M. Krüger, Eds. Berlin: Springer, 2020.' mla: Krause, Daniel, and Klaus Blischke. “Automatisierung Der Motorischen Kontrolle.” Bewegung, Training, Leistung Und Gesundheit, edited by Arne Güllich and Michael Krüger, Springer, 2020, doi:doi.org/10.1007/978-3-662-53386-4_62-1. short: 'D. Krause, K. Blischke, in: A. Güllich, M. Krüger (Eds.), Bewegung, Training, Leistung Und Gesundheit, Springer, Berlin, 2020.' date_created: 2023-11-08T21:24:25Z date_updated: 2023-11-08T21:27:41Z department: - _id: '43' - _id: '17' - _id: '266' doi: doi.org/10.1007/978-3-662-53386-4_62-1 editor: - first_name: Arne full_name: Güllich, Arne last_name: Güllich - first_name: Michael full_name: Krüger, Michael last_name: Krüger language: - iso: eng place: Berlin publication: Bewegung, Training, Leistung und Gesundheit publisher: Springer status: public title: Automatisierung der motorischen Kontrolle type: book_chapter user_id: '668' year: '2020' ... --- _id: '48382' abstract: - lang: eng text: AbstractThe intraindividual process of study dropout, from forming dropout intention to deregistration, is of motivational nature. Yet typical studies investigate interindividual differences, which do not inform about intraindividual processes. Our study focused on the intraindividual process of forming dropout intention, and applied expectancy-value theory to analyze its motivational underpinnings. To expand research, we considered associations of intraindividual deviations in expectancy, intrinsic value, attainment value, utility value, and cost to intraindividual deviations in dropout intention. A total of 326 undergraduate students of law and mathematics rated motivational variables and dropout intention three times from semester start to the final exam period. Multilevel regression analyses revealed that intraindividual changes in intrinsic value, attainment, and cost, but not in expectancy and utility, related to intraindividual changes in dropout intention. Further, we considered students’ demographics as moderators. Only age moderated the association between intrinsic value and dropout intention. Our results stress the crucial role of certain value components, including cost, for emerging dropout intention. author: - first_name: Theresa full_name: Schnettler, Theresa last_name: Schnettler - first_name: Julia full_name: Bobe, Julia last_name: Bobe - first_name: Anne full_name: Scheunemann, Anne last_name: Scheunemann - first_name: Stefan full_name: Fries, Stefan last_name: Fries - first_name: Carola full_name: Grunschel, Carola last_name: Grunschel citation: ama: Schnettler T, Bobe J, Scheunemann A, Fries S, Grunschel C. Is it still worth it? Applying expectancy-value theory to investigate the intraindividual motivational process of forming intentions to drop out from university. Motivation and Emotion. 2020;44(4):491-507. doi:10.1007/s11031-020-09822-w apa: Schnettler, T., Bobe, J., Scheunemann, A., Fries, S., & Grunschel, C. (2020). Is it still worth it? Applying expectancy-value theory to investigate the intraindividual motivational process of forming intentions to drop out from university. Motivation and Emotion, 44(4), 491–507. https://doi.org/10.1007/s11031-020-09822-w bibtex: '@article{Schnettler_Bobe_Scheunemann_Fries_Grunschel_2020, title={Is it still worth it? Applying expectancy-value theory to investigate the intraindividual motivational process of forming intentions to drop out from university}, volume={44}, DOI={10.1007/s11031-020-09822-w}, number={4}, journal={Motivation and Emotion}, publisher={Springer Science and Business Media LLC}, author={Schnettler, Theresa and Bobe, Julia and Scheunemann, Anne and Fries, Stefan and Grunschel, Carola}, year={2020}, pages={491–507} }' chicago: 'Schnettler, Theresa, Julia Bobe, Anne Scheunemann, Stefan Fries, and Carola Grunschel. “Is It Still Worth It? Applying Expectancy-Value Theory to Investigate the Intraindividual Motivational Process of Forming Intentions to Drop out from University.” Motivation and Emotion 44, no. 4 (2020): 491–507. https://doi.org/10.1007/s11031-020-09822-w.' ieee: 'T. Schnettler, J. Bobe, A. Scheunemann, S. Fries, and C. Grunschel, “Is it still worth it? Applying expectancy-value theory to investigate the intraindividual motivational process of forming intentions to drop out from university,” Motivation and Emotion, vol. 44, no. 4, pp. 491–507, 2020, doi: 10.1007/s11031-020-09822-w.' mla: Schnettler, Theresa, et al. “Is It Still Worth It? Applying Expectancy-Value Theory to Investigate the Intraindividual Motivational Process of Forming Intentions to Drop out from University.” Motivation and Emotion, vol. 44, no. 4, Springer Science and Business Media LLC, 2020, pp. 491–507, doi:10.1007/s11031-020-09822-w. short: T. Schnettler, J. Bobe, A. Scheunemann, S. Fries, C. Grunschel, Motivation and Emotion 44 (2020) 491–507. date_created: 2023-10-23T08:28:57Z date_updated: 2023-11-09T12:14:40Z doi: 10.1007/s11031-020-09822-w intvolume: ' 44' issue: '4' keyword: - Experimental and Cognitive Psychology - Social Psychology language: - iso: eng page: 491-507 publication: Motivation and Emotion publication_identifier: issn: - 0146-7239 - 1573-6644 publication_status: published publisher: Springer Science and Business Media LLC status: public title: Is it still worth it? Applying expectancy-value theory to investigate the intraindividual motivational process of forming intentions to drop out from university type: journal_article user_id: '81770' volume: 44 year: '2020' ... --- _id: '20762' abstract: - lang: eng text: The rising interest in single-channel multi-speaker speech separation sparked development of End-to-End (E2E) approaches to multispeaker speech recognition. However, up until now, state-of-theart neural network–based time domain source separation has not yet been combined with E2E speech recognition. We here demonstrate how to combine a separation module based on a Convolutional Time domain Audio Separation Network (Conv-TasNet) with an E2E speech recognizer and how to train such a model jointly by distributing it over multiple GPUs or by approximating truncated back-propagation for the convolutional front-end. To put this work into perspective and illustrate the complexity of the design space, we provide a compact overview of single-channel multi-speaker recognition systems. Our experiments show a word error rate of 11.0% on WSJ0-2mix and indicate that our joint time domain model can yield substantial improvements over cascade DNN-HMM and monolithic E2E frequency domain systems proposed so far. author: - first_name: Thilo full_name: von Neumann, Thilo id: '49870' last_name: von Neumann orcid: https://orcid.org/0000-0002-7717-8670 - first_name: Keisuke full_name: Kinoshita, Keisuke last_name: Kinoshita - first_name: Lukas full_name: Drude, Lukas last_name: Drude - first_name: Christoph full_name: Boeddeker, Christoph id: '40767' last_name: Boeddeker - first_name: Marc full_name: Delcroix, Marc last_name: Delcroix - first_name: Tomohiro full_name: Nakatani, Tomohiro last_name: Nakatani - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach citation: ama: 'von Neumann T, Kinoshita K, Drude L, et al. End-to-End Training of Time Domain Audio Separation and Recognition. In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ; 2020:7004-7008. doi:10.1109/ICASSP40776.2020.9053461' apa: von Neumann, T., Kinoshita, K., Drude, L., Boeddeker, C., Delcroix, M., Nakatani, T., & Haeb-Umbach, R. (2020). End-to-End Training of Time Domain Audio Separation and Recognition. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 7004–7008. https://doi.org/10.1109/ICASSP40776.2020.9053461 bibtex: '@inproceedings{von Neumann_Kinoshita_Drude_Boeddeker_Delcroix_Nakatani_Haeb-Umbach_2020, title={End-to-End Training of Time Domain Audio Separation and Recognition}, DOI={10.1109/ICASSP40776.2020.9053461}, booktitle={ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, author={von Neumann, Thilo and Kinoshita, Keisuke and Drude, Lukas and Boeddeker, Christoph and Delcroix, Marc and Nakatani, Tomohiro and Haeb-Umbach, Reinhold}, year={2020}, pages={7004–7008} }' chicago: Neumann, Thilo von, Keisuke Kinoshita, Lukas Drude, Christoph Boeddeker, Marc Delcroix, Tomohiro Nakatani, and Reinhold Haeb-Umbach. “End-to-End Training of Time Domain Audio Separation and Recognition.” In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 7004–8, 2020. https://doi.org/10.1109/ICASSP40776.2020.9053461. ieee: 'T. von Neumann et al., “End-to-End Training of Time Domain Audio Separation and Recognition,” in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, pp. 7004–7008, doi: 10.1109/ICASSP40776.2020.9053461.' mla: von Neumann, Thilo, et al. “End-to-End Training of Time Domain Audio Separation and Recognition.” ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, pp. 7004–08, doi:10.1109/ICASSP40776.2020.9053461. short: 'T. von Neumann, K. Kinoshita, L. Drude, C. Boeddeker, M. Delcroix, T. Nakatani, R. Haeb-Umbach, in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, pp. 7004–7008.' date_created: 2020-12-16T14:07:54Z date_updated: 2023-11-15T12:17:45Z ddc: - '000' department: - _id: '54' doi: 10.1109/ICASSP40776.2020.9053461 file: - access_level: open_access content_type: application/pdf creator: huesera date_created: 2020-12-16T14:09:48Z date_updated: 2020-12-16T14:09:48Z file_id: '20763' file_name: ICASSP_2020_vonNeumann_Paper.pdf file_size: 192529 relation: main_file file_date_updated: 2020-12-16T14:09:48Z has_accepted_license: '1' language: - iso: eng license: https://creativecommons.org/publicdomain/zero/1.0/ oa: '1' page: 7004-7008 project: - _id: '52' name: Computing Resources Provided by the Paderborn Center for Parallel Computing publication: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) quality_controlled: '1' status: public title: End-to-End Training of Time Domain Audio Separation and Recognition type: conference user_id: '49870' year: '2020' ... --- _id: '20764' abstract: - lang: eng text: 'Most approaches to multi-talker overlapped speech separation and recognition assume that the number of simultaneously active speakers is given, but in realistic situations, it is typically unknown. To cope with this, we extend an iterative speech extraction system with mechanisms to count the number of sources and combine it with a single-talker speech recognizer to form the first end-to-end multi-talker automatic speech recognition system for an unknown number of active speakers. Our experiments show very promising performance in counting accuracy, source separation and speech recognition on simulated clean mixtures from WSJ0-2mix and WSJ0-3mix. Among others, we set a new state-of-the-art word error rate on the WSJ0-2mix database. Furthermore, our system generalizes well to a larger number of speakers than it ever saw during training, as shown in experiments with the WSJ0-4mix database. ' author: - first_name: Thilo full_name: von Neumann, Thilo id: '49870' last_name: von Neumann orcid: https://orcid.org/0000-0002-7717-8670 - first_name: Christoph full_name: Boeddeker, Christoph id: '40767' last_name: Boeddeker - first_name: Lukas full_name: Drude, Lukas last_name: Drude - first_name: Keisuke full_name: Kinoshita, Keisuke last_name: Kinoshita - first_name: Marc full_name: Delcroix, Marc last_name: Delcroix - first_name: Tomohiro full_name: Nakatani, Tomohiro last_name: Nakatani - first_name: Reinhold full_name: Haeb-Umbach, Reinhold id: '242' last_name: Haeb-Umbach citation: ama: 'von Neumann T, Boeddeker C, Drude L, et al. Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR. In: Proc. Interspeech 2020. ; 2020:3097-3101. doi:10.21437/Interspeech.2020-2519' apa: 'von Neumann, T., Boeddeker, C., Drude, L., Kinoshita, K., Delcroix, M., Nakatani, T., & Haeb-Umbach, R. (2020). Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR. Proc. Interspeech 2020, 3097–3101. https://doi.org/10.21437/Interspeech.2020-2519' bibtex: '@inproceedings{von Neumann_Boeddeker_Drude_Kinoshita_Delcroix_Nakatani_Haeb-Umbach_2020, title={Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR}, DOI={10.21437/Interspeech.2020-2519}, booktitle={Proc. Interspeech 2020}, author={von Neumann, Thilo and Boeddeker, Christoph and Drude, Lukas and Kinoshita, Keisuke and Delcroix, Marc and Nakatani, Tomohiro and Haeb-Umbach, Reinhold}, year={2020}, pages={3097–3101} }' chicago: 'Neumann, Thilo von, Christoph Boeddeker, Lukas Drude, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani, and Reinhold Haeb-Umbach. “Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR.” In Proc. Interspeech 2020, 3097–3101, 2020. https://doi.org/10.21437/Interspeech.2020-2519.' ieee: 'T. von Neumann et al., “Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR,” in Proc. Interspeech 2020, 2020, pp. 3097–3101, doi: 10.21437/Interspeech.2020-2519.' mla: 'von Neumann, Thilo, et al. “Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR.” Proc. Interspeech 2020, 2020, pp. 3097–101, doi:10.21437/Interspeech.2020-2519.' short: 'T. von Neumann, C. Boeddeker, L. Drude, K. Kinoshita, M. Delcroix, T. Nakatani, R. Haeb-Umbach, in: Proc. Interspeech 2020, 2020, pp. 3097–3101.' date_created: 2020-12-16T14:12:45Z date_updated: 2023-11-15T12:17:57Z ddc: - '000' department: - _id: '54' doi: 10.21437/Interspeech.2020-2519 file: - access_level: open_access content_type: application/pdf creator: huesera date_created: 2020-12-16T14:14:14Z date_updated: 2020-12-16T14:14:14Z file_id: '20765' file_name: INTERSPEECH_2020_vonNeumann_Paper.pdf file_size: 267893 relation: main_file file_date_updated: 2020-12-16T14:14:14Z has_accepted_license: '1' language: - iso: eng oa: '1' page: 3097-3101 project: - _id: '52' name: Computing Resources Provided by the Paderborn Center for Parallel Computing publication: Proc. Interspeech 2020 quality_controlled: '1' status: public title: 'Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR' type: conference user_id: '49870' year: '2020' ... --- _id: '48911' author: - first_name: Olaf full_name: Hartung, Olaf id: '79451' last_name: Hartung citation: ama: 'Hartung O. Gedenken an Luftangriffe auf Paderborn: “Erinnerung wird nie obsolet sein” . Neue Westfälische. 2020.' apa: 'Hartung, O. (2020). Gedenken an Luftangriffe auf Paderborn: “Erinnerung wird nie obsolet sein” . Neue Westfälische.' bibtex: '@article{Hartung_2020, title={Gedenken an Luftangriffe auf Paderborn: “Erinnerung wird nie obsolet sein” }, journal={Neue Westfälische}, author={Hartung, Olaf}, year={2020} }' chicago: 'Hartung, Olaf. “Gedenken an Luftangriffe auf Paderborn: ‘Erinnerung wird nie obsolet sein’ .” Neue Westfälische, 2020.' ieee: 'O. Hartung, “Gedenken an Luftangriffe auf Paderborn: ‘Erinnerung wird nie obsolet sein’ ,” Neue Westfälische, 2020.' mla: 'Hartung, Olaf. “Gedenken an Luftangriffe auf Paderborn: ‘Erinnerung wird nie obsolet sein’ .” Neue Westfälische, 2020.' short: O. Hartung, Neue Westfälische (2020). date_created: 2023-11-15T09:02:10Z date_updated: 2023-11-16T18:05:53Z department: - _id: '6' - _id: '444' language: - iso: ger main_file_link: - open_access: '1' url: https://www.nw.de/lokal/kreis_paderborn/paderborn/22734690_Erinnerung-wird-nie-obsolet-sein.html oa: '1' publication: Neue Westfälische publication_date: 2020-03-27 publication_identifier: unknown: - 2380969-3 publication_status: published status: public title: 'Gedenken an Luftangriffe auf Paderborn: "Erinnerung wird nie obsolet sein" ' type: newspaper_article user_id: '79451' year: '2020' ... --- _id: '48615' author: - first_name: Olaf full_name: Hartung, Olaf id: '79451' last_name: Hartung citation: ama: Hartung O. Workshops zur geschichtsdidaktischen Lehre in Zeiten von Corona. Paderborner Universitätszeitschrift. 2020;2:88. apa: Hartung, O. (2020). Workshops zur geschichtsdidaktischen Lehre in Zeiten von Corona. Paderborner Universitätszeitschrift, 2, 88. bibtex: '@article{Hartung_2020, title={Workshops zur geschichtsdidaktischen Lehre in Zeiten von Corona}, volume={2}, journal={Paderborner Universitätszeitschrift}, publisher={Uni8versität paderborn}, author={Hartung, Olaf}, year={2020}, pages={88} }' chicago: 'Hartung, Olaf. “Workshops zur geschichtsdidaktischen Lehre in Zeiten von Corona.” Paderborner Universitätszeitschrift 2 (2020): 88.' ieee: O. Hartung, “Workshops zur geschichtsdidaktischen Lehre in Zeiten von Corona,” Paderborner Universitätszeitschrift, vol. 2, p. 88, 2020. mla: Hartung, Olaf. “Workshops zur geschichtsdidaktischen Lehre in Zeiten von Corona.” Paderborner Universitätszeitschrift, vol. 2, Uni8versität paderborn, 2020, p. 88. short: O. Hartung, Paderborner Universitätszeitschrift 2 (2020) 88. date_created: 2023-11-06T09:09:09Z date_updated: 2023-11-16T18:23:58Z department: - _id: '6' - _id: '444' intvolume: ' 2' language: - iso: ger page: '88' publication: Paderborner Universitätszeitschrift publication_identifier: issn: - 1434-9736 publication_status: published publisher: Uni8versität paderborn status: public title: Workshops zur geschichtsdidaktischen Lehre in Zeiten von Corona type: journal_article user_id: '79451' volume: 2 year: '2020' ...