---
_id: '10706'
author:
- first_name: Vignesh
full_name: Makeswaran, Vignesh
last_name: Makeswaran
citation:
ama: Makeswaran V. Operating System Support for Reconfigurable Cache. Paderborn
University; 2016.
apa: Makeswaran, V. (2016). Operating System Support for Reconfigurable Cache.
Paderborn University.
bibtex: '@book{Makeswaran_2016, title={Operating System Support for Reconfigurable
Cache}, publisher={Paderborn University}, author={Makeswaran, Vignesh}, year={2016}
}'
chicago: Makeswaran, Vignesh. Operating System Support for Reconfigurable Cache.
Paderborn University, 2016.
ieee: V. Makeswaran, Operating System Support for Reconfigurable Cache. Paderborn
University, 2016.
mla: Makeswaran, Vignesh. Operating System Support for Reconfigurable Cache.
Paderborn University, 2016.
short: V. Makeswaran, Operating System Support for Reconfigurable Cache, Paderborn
University, 2016.
date_created: 2019-07-10T11:43:30Z
date_updated: 2022-01-06T06:50:50Z
department:
- _id: '78'
language:
- iso: eng
publisher: Paderborn University
status: public
supervisor:
- first_name: Nam
full_name: Ho, Nam
last_name: Ho
- first_name: Paul
full_name: Kaufmann, Paul
last_name: Kaufmann
title: Operating System Support for Reconfigurable Cache
type: mastersthesis
user_id: '3118'
year: '2016'
...
---
_id: '10707'
author:
- first_name: Ishraq
full_name: Ibne Ashraf, Ishraq
last_name: Ibne Ashraf
citation:
ama: Ibne Ashraf I. Private/Shared Data Classification and Implementation for
a Multi-Softcore Platform. Paderborn University; 2016.
apa: Ibne Ashraf, I. (2016). Private/Shared Data Classification and Implementation
for a Multi-Softcore Platform. Paderborn University.
bibtex: '@book{Ibne Ashraf_2016, title={Private/Shared Data Classification and Implementation
for a Multi-Softcore Platform}, publisher={Paderborn University}, author={Ibne
Ashraf, Ishraq}, year={2016} }'
chicago: Ibne Ashraf, Ishraq. Private/Shared Data Classification and Implementation
for a Multi-Softcore Platform. Paderborn University, 2016.
ieee: I. Ibne Ashraf, Private/Shared Data Classification and Implementation for
a Multi-Softcore Platform. Paderborn University, 2016.
mla: Ibne Ashraf, Ishraq. Private/Shared Data Classification and Implementation
for a Multi-Softcore Platform. Paderborn University, 2016.
short: I. Ibne Ashraf, Private/Shared Data Classification and Implementation for
a Multi-Softcore Platform, Paderborn University, 2016.
date_created: 2019-07-10T11:43:31Z
date_updated: 2022-01-06T06:50:50Z
department:
- _id: '78'
language:
- iso: eng
publisher: Paderborn University
status: public
supervisor:
- first_name: Nam
full_name: Ho, Nam
last_name: Ho
- first_name: Paul
full_name: Kaufmann, Paul
last_name: Kaufmann
title: Private/Shared Data Classification and Implementation for a Multi-Softcore
Platform
type: mastersthesis
user_id: '3118'
year: '2016'
...
---
_id: '10712'
author:
- first_name: Sebastian
full_name: Meisner, Sebastian
last_name: Meisner
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
citation:
ama: 'Meisner S, Platzner M. Thread Shadowing: On the Effectiveness of Error Detection
at the Hardware Thread Level. In: Reconfigurable Computing and FPGAs (ReConFig),
2016 International Conference On. ReConFig. ; 2016:1-8. doi:10.1109/ReConFig.2016.7857193'
apa: 'Meisner, S., & Platzner, M. (2016). Thread Shadowing: On the Effectiveness
of Error Detection at the Hardware Thread Level. In Reconfigurable Computing
and FPGAs (ReConFig), 2016 International Conference on (pp. 1–8). https://doi.org/10.1109/ReConFig.2016.7857193'
bibtex: '@inproceedings{Meisner_Platzner_2016, series={ReConFig}, title={Thread
Shadowing: On the Effectiveness of Error Detection at the Hardware Thread Level},
DOI={10.1109/ReConFig.2016.7857193},
booktitle={Reconfigurable Computing and FPGAs (ReConFig), 2016 International Conference
on}, author={Meisner, Sebastian and Platzner, Marco}, year={2016}, pages={1–8},
collection={ReConFig} }'
chicago: 'Meisner, Sebastian, and Marco Platzner. “Thread Shadowing: On the Effectiveness
of Error Detection at the Hardware Thread Level.” In Reconfigurable Computing
and FPGAs (ReConFig), 2016 International Conference On, 1–8. ReConFig, 2016.
https://doi.org/10.1109/ReConFig.2016.7857193.'
ieee: 'S. Meisner and M. Platzner, “Thread Shadowing: On the Effectiveness of Error
Detection at the Hardware Thread Level,” in Reconfigurable Computing and FPGAs
(ReConFig), 2016 International Conference on, 2016, pp. 1–8.'
mla: 'Meisner, Sebastian, and Marco Platzner. “Thread Shadowing: On the Effectiveness
of Error Detection at the Hardware Thread Level.” Reconfigurable Computing
and FPGAs (ReConFig), 2016 International Conference On, 2016, pp. 1–8, doi:10.1109/ReConFig.2016.7857193.'
short: 'S. Meisner, M. Platzner, in: Reconfigurable Computing and FPGAs (ReConFig),
2016 International Conference On, 2016, pp. 1–8.'
date_created: 2019-07-10T11:47:25Z
date_updated: 2022-01-06T06:50:50Z
department:
- _id: '78'
doi: 10.1109/ReConFig.2016.7857193
language:
- iso: eng
page: 1-8
publication: Reconfigurable Computing and FPGAs (ReConFig), 2016 International Conference
on
series_title: ReConFig
status: public
title: 'Thread Shadowing: On the Effectiveness of Error Detection at the Hardware
Thread Level'
type: conference
user_id: '3118'
year: '2016'
...
---
_id: '10755'
author:
- first_name: Marco
full_name: Schmidt, Marco
last_name: Schmidt
citation:
ama: Schmidt M. Konzeption Und Implementierung Einer Digitalen Ansteuerung Für
Den Betrieb Einer Elektrischen Sendereinheit Für Induktive Energieübertragung.
Paderborn University; 2016.
apa: Schmidt, M. (2016). Konzeption und Implementierung einer digitalen Ansteuerung
für den Betrieb einer elektrischen Sendereinheit für induktive Energieübertragung.
Paderborn University.
bibtex: '@book{Schmidt_2016, title={Konzeption und Implementierung einer digitalen
Ansteuerung für den Betrieb einer elektrischen Sendereinheit für induktive Energieübertragung},
publisher={Paderborn University}, author={Schmidt, Marco}, year={2016} }'
chicago: Schmidt, Marco. Konzeption Und Implementierung Einer Digitalen Ansteuerung
Für Den Betrieb Einer Elektrischen Sendereinheit Für Induktive Energieübertragung.
Paderborn University, 2016.
ieee: M. Schmidt, Konzeption und Implementierung einer digitalen Ansteuerung
für den Betrieb einer elektrischen Sendereinheit für induktive Energieübertragung.
Paderborn University, 2016.
mla: Schmidt, Marco. Konzeption Und Implementierung Einer Digitalen Ansteuerung
Für Den Betrieb Einer Elektrischen Sendereinheit Für Induktive Energieübertragung.
Paderborn University, 2016.
short: M. Schmidt, Konzeption Und Implementierung Einer Digitalen Ansteuerung Für
Den Betrieb Einer Elektrischen Sendereinheit Für Induktive Energieübertragung,
Paderborn University, 2016.
date_created: 2019-07-10T12:05:20Z
date_updated: 2022-01-06T06:50:50Z
department:
- _id: '78'
language:
- iso: eng
publisher: Paderborn University
status: public
title: Konzeption und Implementierung einer digitalen Ansteuerung für den Betrieb
einer elektrischen Sendereinheit für induktive Energieübertragung
type: bachelorsthesis
user_id: '3118'
year: '2016'
...
---
_id: '10758'
author:
- first_name: Giovanni
full_name: Squillero, Giovanni
last_name: Squillero
- first_name: Paolo
full_name: Burelli, Paolo
last_name: Burelli
- first_name: Antonio
full_name: M. Mora, Antonio
last_name: M. Mora
- first_name: Alexandros
full_name: Agapitos, Alexandros
last_name: Agapitos
- first_name: William
full_name: S. Bush, William
last_name: S. Bush
- first_name: Stefano
full_name: Cagnoni, Stefano
last_name: Cagnoni
- first_name: Carlos
full_name: Cotta, Carlos
last_name: Cotta
- first_name: Ivanoe
full_name: De Falco, Ivanoe
last_name: De Falco
- first_name: Antonio
full_name: Della Cioppa, Antonio
last_name: Della Cioppa
- first_name: Federico
full_name: Divina, Federico
last_name: Divina
- first_name: A.E.
full_name: Eiben, A.E.
last_name: Eiben
- first_name: Anna
full_name: I. Esparcia-Alc{\'a}zar, Anna
last_name: I. Esparcia-Alc{\'a}zar
- first_name: Francisco
full_name: Fern{\'a}ndez de Vega, Francisco
last_name: Fern{\'a}ndez de Vega
- first_name: Kyrre
full_name: Glette, Kyrre
last_name: Glette
- first_name: Evert
full_name: Haasdijk, Evert
last_name: Haasdijk
- first_name: J.
full_name: Ignacio Hidalgo, J.
last_name: Ignacio Hidalgo
- first_name: Michael
full_name: Kampouridis, Michael
last_name: Kampouridis
- first_name: Paul
full_name: Kaufmann, Paul
last_name: Kaufmann
- first_name: Michalis
full_name: Mavrovouniotis, Michalis
last_name: Mavrovouniotis
- first_name: Trung
full_name: Thanh Nguyen, Trung
last_name: Thanh Nguyen
- first_name: Robert
full_name: Schaefer, Robert
last_name: Schaefer
- first_name: Kevin
full_name: Sim, Kevin
last_name: Sim
- first_name: Ernesto
full_name: Tarantino, Ernesto
last_name: Tarantino
- first_name: Neil
full_name: Urquhart, Neil
last_name: Urquhart
- first_name: Mengjie
full_name: Zhang (editors), Mengjie
last_name: Zhang (editors)
citation:
ama: Squillero G, Burelli P, M. Mora A, et al. Applications of Evolutionary Computation
- 19th European Conference, EvoApplications. Vol 9597. Springer; 2016.
apa: Squillero, G., Burelli, P., M. Mora, A., Agapitos, A., S. Bush, W., Cagnoni,
S., … Zhang (editors), M. (2016). Applications of Evolutionary Computation
- 19th European Conference, EvoApplications (Vol. 9597). Springer.
bibtex: '@book{Squillero_Burelli_M. Mora_Agapitos_S. Bush_Cagnoni_Cotta_De Falco_Della
Cioppa_Divina_et al._2016, series={Lecture Notes in Computer Science}, title={Applications
of Evolutionary Computation - 19th European Conference, EvoApplications}, volume={9597},
publisher={Springer}, author={Squillero, Giovanni and Burelli, Paolo and M. Mora,
Antonio and Agapitos, Alexandros and S. Bush, William and Cagnoni, Stefano and
Cotta, Carlos and De Falco, Ivanoe and Della Cioppa, Antonio and Divina, Federico
and et al.}, year={2016}, collection={Lecture Notes in Computer Science} }'
chicago: Squillero, Giovanni, Paolo Burelli, Antonio M. Mora, Alexandros Agapitos,
William S. Bush, Stefano Cagnoni, Carlos Cotta, et al. Applications of Evolutionary
Computation - 19th European Conference, EvoApplications. Vol. 9597. Lecture
Notes in Computer Science. Springer, 2016.
ieee: G. Squillero et al., Applications of Evolutionary Computation -
19th European Conference, EvoApplications, vol. 9597. Springer, 2016.
mla: Squillero, Giovanni, et al. Applications of Evolutionary Computation - 19th
European Conference, EvoApplications. Vol. 9597, Springer, 2016.
short: G. Squillero, P. Burelli, A. M. Mora, A. Agapitos, W. S. Bush, S. Cagnoni,
C. Cotta, I. De Falco, A. Della Cioppa, F. Divina, A.E. Eiben, A. I. Esparcia-Alc{\’a}zar,
F. Fern{\’a}ndez de Vega, K. Glette, E. Haasdijk, J. Ignacio Hidalgo, M. Kampouridis,
P. Kaufmann, M. Mavrovouniotis, T. Thanh Nguyen, R. Schaefer, K. Sim, E. Tarantino,
N. Urquhart, M. Zhang (editors), Applications of Evolutionary Computation - 19th
European Conference, EvoApplications, Springer, 2016.
date_created: 2019-07-10T12:06:36Z
date_updated: 2022-01-06T06:50:50Z
department:
- _id: '78'
intvolume: ' 9597'
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Applications of Evolutionary Computation - 19th European Conference, EvoApplications
type: book
user_id: '3118'
volume: 9597
year: '2016'
...
---
_id: '10766'
author:
- first_name: Ines
full_name: Ghribi, Ines
last_name: Ghribi
- first_name: Riadh
full_name: Ben Abdallah, Riadh
last_name: Ben Abdallah
- first_name: Mohamed
full_name: Khalgui, Mohamed
last_name: Khalgui
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
citation:
ama: 'Ghribi I, Ben Abdallah R, Khalgui M, Platzner M. RCo-Design: New Visual Environment
for Reconfigurable Embedded Systems. In: Proceedings of the 30th European Simulation
and Modelling Conference (ESM). ; 2016.'
apa: 'Ghribi, I., Ben Abdallah, R., Khalgui, M., & Platzner, M. (2016). RCo-Design:
New Visual Environment for Reconfigurable Embedded Systems. In Proceedings
of the 30th European Simulation and Modelling Conference (ESM).'
bibtex: '@inproceedings{Ghribi_Ben Abdallah_Khalgui_Platzner_2016, title={RCo-Design:
New Visual Environment for Reconfigurable Embedded Systems}, booktitle={Proceedings
of the 30th European Simulation and Modelling Conference (ESM)}, author={Ghribi,
Ines and Ben Abdallah, Riadh and Khalgui, Mohamed and Platzner, Marco}, year={2016}
}'
chicago: 'Ghribi, Ines, Riadh Ben Abdallah, Mohamed Khalgui, and Marco Platzner.
“RCo-Design: New Visual Environment for Reconfigurable Embedded Systems.” In Proceedings
of the 30th European Simulation and Modelling Conference (ESM), 2016.'
ieee: 'I. Ghribi, R. Ben Abdallah, M. Khalgui, and M. Platzner, “RCo-Design: New
Visual Environment for Reconfigurable Embedded Systems,” in Proceedings of
the 30th European Simulation and Modelling Conference (ESM), 2016.'
mla: 'Ghribi, Ines, et al. “RCo-Design: New Visual Environment for Reconfigurable
Embedded Systems.” Proceedings of the 30th European Simulation and Modelling
Conference (ESM), 2016.'
short: 'I. Ghribi, R. Ben Abdallah, M. Khalgui, M. Platzner, in: Proceedings of
the 30th European Simulation and Modelling Conference (ESM), 2016.'
date_created: 2019-07-10T12:07:54Z
date_updated: 2022-01-06T06:50:50Z
department:
- _id: '78'
language:
- iso: eng
publication: Proceedings of the 30th European Simulation and Modelling Conference
(ESM)
status: public
title: 'RCo-Design: New Visual Environment for Reconfigurable Embedded Systems'
type: conference
user_id: '3118'
year: '2016'
...
---
_id: '10768'
author:
- first_name: Ines
full_name: Ghribi, Ines
last_name: Ghribi
- first_name: Riadh
full_name: Ben Abdallah, Riadh
last_name: Ben Abdallah
- first_name: Mohamed
full_name: Khalgui, Mohamed
last_name: Khalgui
- first_name: Marco
full_name: Platzner, Marco
id: '398'
last_name: Platzner
citation:
ama: 'Ghribi I, Ben Abdallah R, Khalgui M, Platzner M. New Co-design Methodology
for Real-time Embedded Systems. In: Proceedings of the 11th International Conference
on Software Engineering and Applications (ICSOFT-EA). ; 2016:185-195.'
apa: Ghribi, I., Ben Abdallah, R., Khalgui, M., & Platzner, M. (2016). New Co-design
Methodology for Real-time Embedded Systems. In Proceedings of the 11th International
Conference on Software Engineering and Applications (ICSOFT-EA) (pp. 185–195).
bibtex: '@inproceedings{Ghribi_Ben Abdallah_Khalgui_Platzner_2016, title={New Co-design
Methodology for Real-time Embedded Systems}, booktitle={Proceedings of the 11th
International Conference on Software Engineering and Applications (ICSOFT-EA)},
author={Ghribi, Ines and Ben Abdallah, Riadh and Khalgui, Mohamed and Platzner,
Marco}, year={2016}, pages={185–195} }'
chicago: Ghribi, Ines, Riadh Ben Abdallah, Mohamed Khalgui, and Marco Platzner.
“New Co-Design Methodology for Real-Time Embedded Systems.” In Proceedings
of the 11th International Conference on Software Engineering and Applications
(ICSOFT-EA), 185–95, 2016.
ieee: I. Ghribi, R. Ben Abdallah, M. Khalgui, and M. Platzner, “New Co-design Methodology
for Real-time Embedded Systems,” in Proceedings of the 11th International Conference
on Software Engineering and Applications (ICSOFT-EA), 2016, pp. 185–195.
mla: Ghribi, Ines, et al. “New Co-Design Methodology for Real-Time Embedded Systems.”
Proceedings of the 11th International Conference on Software Engineering and
Applications (ICSOFT-EA), 2016, pp. 185–95.
short: 'I. Ghribi, R. Ben Abdallah, M. Khalgui, M. Platzner, in: Proceedings of
the 11th International Conference on Software Engineering and Applications (ICSOFT-EA),
2016, pp. 185–195.'
date_created: 2019-07-10T12:07:56Z
date_updated: 2022-01-06T06:50:50Z
department:
- _id: '78'
language:
- iso: eng
page: 185-195
publication: Proceedings of the 11th International Conference on Software Engineering
and Applications (ICSOFT-EA)
status: public
title: New Co-design Methodology for Real-time Embedded Systems
type: conference
user_id: '3118'
year: '2016'
...
---
_id: '10769'
author:
- first_name: Hassan
full_name: Ghasemzadeh Mohammadi, Hassan
id: '61186'
last_name: Ghasemzadeh Mohammadi
- first_name: Pierre-Emmanuel
full_name: Gaillardon, Pierre-Emmanuel
last_name: Gaillardon
- first_name: Giovanni
full_name: De Micheli, Giovanni
last_name: De Micheli
citation:
ama: Ghasemzadeh Mohammadi H, Gaillardon P-E, De Micheli G. Efficient Statistical
Parameter Selection for Nonlinear Modeling of Process/Performance Variation. IEEE
Transactions on Computer-Aided Design of Integrated Circuits and Systems.
2016;PP(99):1-1. doi:10.1109/TCAD.2016.2547908
apa: Ghasemzadeh Mohammadi, H., Gaillardon, P.-E., & De Micheli, G. (2016).
Efficient Statistical Parameter Selection for Nonlinear Modeling of Process/Performance
Variation. IEEE Transactions on Computer-Aided Design of Integrated Circuits
and Systems, PP(99), 1–1. https://doi.org/10.1109/TCAD.2016.2547908
bibtex: '@article{Ghasemzadeh Mohammadi_Gaillardon_De Micheli_2016, title={Efficient
Statistical Parameter Selection for Nonlinear Modeling of Process/Performance
Variation}, volume={PP}, DOI={10.1109/TCAD.2016.2547908},
number={99}, journal={IEEE Transactions on Computer-Aided Design of Integrated
Circuits and Systems}, publisher={IEEE}, author={Ghasemzadeh Mohammadi, Hassan
and Gaillardon, Pierre-Emmanuel and De Micheli, Giovanni}, year={2016}, pages={1–1}
}'
chicago: 'Ghasemzadeh Mohammadi, Hassan, Pierre-Emmanuel Gaillardon, and Giovanni
De Micheli. “Efficient Statistical Parameter Selection for Nonlinear Modeling
of Process/Performance Variation.” IEEE Transactions on Computer-Aided Design
of Integrated Circuits and Systems PP, no. 99 (2016): 1–1. https://doi.org/10.1109/TCAD.2016.2547908.'
ieee: H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, and G. De Micheli, “Efficient
Statistical Parameter Selection for Nonlinear Modeling of Process/Performance
Variation,” IEEE Transactions on Computer-Aided Design of Integrated Circuits
and Systems, vol. PP, no. 99, pp. 1–1, 2016.
mla: Ghasemzadeh Mohammadi, Hassan, et al. “Efficient Statistical Parameter Selection
for Nonlinear Modeling of Process/Performance Variation.” IEEE Transactions
on Computer-Aided Design of Integrated Circuits and Systems, vol. PP, no.
99, IEEE, 2016, pp. 1–1, doi:10.1109/TCAD.2016.2547908.
short: H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, G. De Micheli, IEEE Transactions
on Computer-Aided Design of Integrated Circuits and Systems PP (2016) 1–1.
date_created: 2019-07-10T12:08:14Z
date_updated: 2022-01-06T06:50:50Z
department:
- _id: '78'
doi: 10.1109/TCAD.2016.2547908
extern: '1'
issue: '99'
language:
- iso: eng
page: 1-1
publication: IEEE Transactions on Computer-Aided Design of Integrated Circuits and
Systems
publisher: IEEE
status: public
title: Efficient Statistical Parameter Selection for Nonlinear Modeling of Process/Performance
Variation
type: journal_article
user_id: '3118'
volume: PP
year: '2016'
...
---
_id: '10781'
author:
- first_name: Sven
full_name: Hermansen, Sven
last_name: Hermansen
citation:
ama: Hermansen S. Custom Memory Controller for ReconOS. Paderborn University;
2016.
apa: Hermansen, S. (2016). Custom Memory Controller for ReconOS. Paderborn
University.
bibtex: '@book{Hermansen_2016, title={Custom Memory Controller for ReconOS}, publisher={Paderborn
University}, author={Hermansen, Sven}, year={2016} }'
chicago: Hermansen, Sven. Custom Memory Controller for ReconOS. Paderborn
University, 2016.
ieee: S. Hermansen, Custom Memory Controller for ReconOS. Paderborn University,
2016.
mla: Hermansen, Sven. Custom Memory Controller for ReconOS. Paderborn University,
2016.
short: S. Hermansen, Custom Memory Controller for ReconOS, Paderborn University,
2016.
date_created: 2019-07-10T12:13:16Z
date_updated: 2022-01-06T06:50:50Z
department:
- _id: '78'
language:
- iso: eng
publisher: Paderborn University
status: public
title: Custom Memory Controller for ReconOS
type: bachelorsthesis
user_id: '3118'
year: '2016'
...
---
_id: '10785'
author:
- first_name: J.
full_name: Fürnkranz, J.
last_name: Fürnkranz
- first_name: Eyke
full_name: Hüllermeier, Eyke
id: '48129'
last_name: Hüllermeier
citation:
ama: 'Fürnkranz J, Hüllermeier E. Preference Learning. In: Sammut C, Webb GI, eds.
Encyclopedia of Machine Learning and Data Mining. Springer; 2016.'
apa: Fürnkranz, J., & Hüllermeier, E. (2016). Preference Learning. In C. Sammut
& G. I. Webb (Eds.), Encyclopedia of Machine Learning and Data Mining.
Springer.
bibtex: '@inbook{Fürnkranz_Hüllermeier_2016, title={Preference Learning}, booktitle={Encyclopedia
of Machine Learning and Data Mining}, publisher={Springer}, author={Fürnkranz,
J. and Hüllermeier, Eyke}, editor={Sammut, C. and Webb, G.I.Editors}, year={2016}
}'
chicago: Fürnkranz, J., and Eyke Hüllermeier. “Preference Learning.” In Encyclopedia
of Machine Learning and Data Mining, edited by C. Sammut and G.I. Webb. Springer,
2016.
ieee: J. Fürnkranz and E. Hüllermeier, “Preference Learning,” in Encyclopedia
of Machine Learning and Data Mining, C. Sammut and G. I. Webb, Eds. Springer,
2016.
mla: Fürnkranz, J., and Eyke Hüllermeier. “Preference Learning.” Encyclopedia
of Machine Learning and Data Mining, edited by C. Sammut and G.I. Webb, Springer,
2016.
short: 'J. Fürnkranz, E. Hüllermeier, in: C. Sammut, G.I. Webb (Eds.), Encyclopedia
of Machine Learning and Data Mining, Springer, 2016.'
date_created: 2019-07-10T16:00:23Z
date_updated: 2022-01-06T06:50:50Z
department:
- _id: '34'
- _id: '7'
- _id: '355'
editor:
- first_name: C.
full_name: Sammut, C.
last_name: Sammut
- first_name: G.I.
full_name: Webb, G.I.
last_name: Webb
language:
- iso: eng
publication: Encyclopedia of Machine Learning and Data Mining
publisher: Springer
status: public
title: Preference Learning
type: encyclopedia_article
user_id: '49109'
year: '2016'
...
---
_id: '1082'
author:
- first_name: Tobias
full_name: Handirk, Tobias
last_name: Handirk
citation:
ama: Handirk T. Über die Rolle von Informationen in Verkehrsnetzwerken. Universität
Paderborn; 2016.
apa: Handirk, T. (2016). Über die Rolle von Informationen in Verkehrsnetzwerken.
Universität Paderborn.
bibtex: '@book{Handirk_2016, title={Über die Rolle von Informationen in Verkehrsnetzwerken},
publisher={Universität Paderborn}, author={Handirk, Tobias}, year={2016} }'
chicago: Handirk, Tobias. Über die Rolle von Informationen in Verkehrsnetzwerken.
Universität Paderborn, 2016.
ieee: T. Handirk, Über die Rolle von Informationen in Verkehrsnetzwerken.
Universität Paderborn, 2016.
mla: Handirk, Tobias. Über die Rolle von Informationen in Verkehrsnetzwerken.
Universität Paderborn, 2016.
short: T. Handirk, Über die Rolle von Informationen in Verkehrsnetzwerken, Universität
Paderborn, 2016.
date_created: 2017-12-19T10:10:17Z
date_updated: 2022-01-06T06:50:51Z
department:
- _id: '63'
- _id: '541'
language:
- iso: ger
project:
- _id: '1'
name: SFB 901
- _id: '7'
name: SFB 901 - Subproject A3
- _id: '2'
name: SFB 901 - Project Area A
publisher: Universität Paderborn
status: public
supervisor:
- first_name: Alexander
full_name: Skopalik, Alexander
id: '40384'
last_name: Skopalik
title: Über die Rolle von Informationen in Verkehrsnetzwerken
type: bachelorsthesis
user_id: '14052'
year: '2016'
...
---
_id: '11738'
abstract:
- lang: eng
text: 'In this contribution we investigate a priori signal-to-noise ratio (SNR)
estimation, a crucial component of a single-channel speech enhancement system
based on spectral subtraction. The majority of the state-of-the art a priori SNR
estimators work in the power spectral domain, which is, however, not confirmed
to be the optimal domain for the estimation. Motivated by the generalized spectral
subtraction rule, we show how the estimation of the a priori SNR can be formulated
in the so called generalized SNR domain. This formulation allows to generalize
the widely used decision directed (DD) approach. An experimental investigation
with different noise types reveals the superiority of the generalized DD approach
over the conventional DD approach in terms of both the mean opinion score - listening
quality objective measure and the output global SNR in the medium to high input
SNR regime, while we show that the power spectrum is the optimal domain for low
SNR. We further develop a parameterization which adjusts the domain of estimation
automatically according to the estimated input global SNR. Index Terms: single-channel
speech enhancement, a priori SNR estimation, generalized spectral subtraction'
author:
- first_name: Aleksej
full_name: Chinaev, Aleksej
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 Priori SNR Estimation Using a Generalized Decision
Directed Approach. In: INTERSPEECH 2016, San Francisco, USA. ; 2016.'
apa: Chinaev, A., & Haeb-Umbach, R. (2016). A Priori SNR Estimation Using a
Generalized Decision Directed Approach. In INTERSPEECH 2016, San Francisco,
USA.
bibtex: '@inproceedings{Chinaev_Haeb-Umbach_2016, title={A Priori SNR Estimation
Using a Generalized Decision Directed Approach}, booktitle={INTERSPEECH 2016,
San Francisco, USA}, author={Chinaev, Aleksej and Haeb-Umbach, Reinhold}, year={2016}
}'
chicago: Chinaev, Aleksej, and Reinhold Haeb-Umbach. “A Priori SNR Estimation Using
a Generalized Decision Directed Approach.” In INTERSPEECH 2016, San Francisco,
USA, 2016.
ieee: A. Chinaev and R. Haeb-Umbach, “A Priori SNR Estimation Using a Generalized
Decision Directed Approach,” in INTERSPEECH 2016, San Francisco, USA, 2016.
mla: Chinaev, Aleksej, and Reinhold Haeb-Umbach. “A Priori SNR Estimation Using
a Generalized Decision Directed Approach.” INTERSPEECH 2016, San Francisco,
USA, 2016.
short: 'A. Chinaev, R. Haeb-Umbach, in: INTERSPEECH 2016, San Francisco, USA, 2016.'
date_created: 2019-07-12T05:27:18Z
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/2016/ChHa16.pdf
oa: '1'
publication: INTERSPEECH 2016, San Francisco, USA
related_material:
link:
- description: Poster
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2016/ChHa16_Poster.pdf
status: public
title: A Priori SNR Estimation Using a Generalized Decision Directed Approach
type: conference
user_id: '44006'
year: '2016'
...
---
_id: '11743'
abstract:
- lang: eng
text: This contribution introduces a novel causal a priori signal-to-noise ratio
(SNR) estimator for single-channel speech enhancement. To exploit the advantages
of the generalized spectral subtraction, a normalized ?-order magnitude (NAOM)
domain is introduced where an a priori SNR estimation is carried out. In this
domain, the NAOM coefficients of noise and clean speech signals are modeled by
a Weibull distribution and aWeibullmixturemodel (WMM), respectively. While the
parameters of the noise model are calculated from the noise power spectral density
estimates, the speechWMM parameters are estimated from the noisy signal by applying
a causal Expectation-Maximization algorithm. Further a maximum a posteriori estimate
of the a priori SNR is developed. The experiments in different noisy environments
show the superiority of the proposed estimator compared to the well-known decision-directed
approach in terms of estimation error, estimator variance and speech quality of
the enhanced signals when used for speech enhancement.
author:
- first_name: Aleksej
full_name: Chinaev, Aleksej
last_name: Chinaev
- first_name: Jens
full_name: Heitkaemper, Jens
id: '27643'
last_name: Heitkaemper
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Chinaev A, Heitkaemper J, Haeb-Umbach R. A Priori SNR Estimation Using Weibull
Mixture Model. In: 12. ITG Fachtagung Sprachkommunikation (ITG 2016). ;
2016.'
apa: Chinaev, A., Heitkaemper, J., & Haeb-Umbach, R. (2016). A Priori SNR Estimation
Using Weibull Mixture Model. In 12. ITG Fachtagung Sprachkommunikation (ITG
2016).
bibtex: '@inproceedings{Chinaev_Heitkaemper_Haeb-Umbach_2016, title={A Priori SNR
Estimation Using Weibull Mixture Model}, booktitle={12. ITG Fachtagung Sprachkommunikation
(ITG 2016)}, author={Chinaev, Aleksej and Heitkaemper, Jens and Haeb-Umbach, Reinhold},
year={2016} }'
chicago: Chinaev, Aleksej, Jens Heitkaemper, and Reinhold Haeb-Umbach. “A Priori
SNR Estimation Using Weibull Mixture Model.” In 12. ITG Fachtagung Sprachkommunikation
(ITG 2016), 2016.
ieee: A. Chinaev, J. Heitkaemper, and R. Haeb-Umbach, “A Priori SNR Estimation Using
Weibull Mixture Model,” in 12. ITG Fachtagung Sprachkommunikation (ITG 2016),
2016.
mla: Chinaev, Aleksej, et al. “A Priori SNR Estimation Using Weibull Mixture Model.”
12. ITG Fachtagung Sprachkommunikation (ITG 2016), 2016.
short: 'A. Chinaev, J. Heitkaemper, R. Haeb-Umbach, in: 12. ITG Fachtagung Sprachkommunikation
(ITG 2016), 2016.'
date_created: 2019-07-12T05:27:24Z
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/2016/ChHeiHa16.pdf
oa: '1'
publication: 12. ITG Fachtagung Sprachkommunikation (ITG 2016)
related_material:
link:
- description: Presentation
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2016/ChHeiHa16_Presentation.pdf
status: public
title: A Priori SNR Estimation Using Weibull Mixture Model
type: conference
user_id: '44006'
year: '2016'
...
---
_id: '11744'
abstract:
- lang: eng
text: A noise power spectral density (PSD) estimation is an indispensable component
of speech spectral enhancement systems. In this paper we present a noise PSD tracking
algorithm, which employs a noise presence probability estimate delivered by a
deep neural network (DNN). The algorithm provides a causal noise PSD estimate
and can thus be used in speech enhancement systems for communication purposes.
An extensive performance comparison has been carried out with ten causal state-of-the-art
noise tracking algorithms taken from the literature and categorized acc. to applied
techniques. The experiments showed that the proposed DNN-based noise PSD tracker
outperforms all competing methods with respect to all tested performance measures,
which include the noise tracking performance and the performance of a speech enhancement
system employing the noise tracking component.
author:
- first_name: Aleksej
full_name: Chinaev, Aleksej
last_name: Chinaev
- 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: 'Chinaev A, Heymann J, Drude L, Haeb-Umbach R. Noise-Presence-Probability-Based
Noise PSD Estimation by Using DNNs. In: 12. ITG Fachtagung Sprachkommunikation
(ITG 2016). ; 2016.'
apa: Chinaev, A., Heymann, J., Drude, L., & Haeb-Umbach, R. (2016). Noise-Presence-Probability-Based
Noise PSD Estimation by Using DNNs. In 12. ITG Fachtagung Sprachkommunikation
(ITG 2016).
bibtex: '@inproceedings{Chinaev_Heymann_Drude_Haeb-Umbach_2016, title={Noise-Presence-Probability-Based
Noise PSD Estimation by Using DNNs}, booktitle={12. ITG Fachtagung Sprachkommunikation
(ITG 2016)}, author={Chinaev, Aleksej and Heymann, Jahn and Drude, Lukas and Haeb-Umbach,
Reinhold}, year={2016} }'
chicago: Chinaev, Aleksej, Jahn Heymann, Lukas Drude, and Reinhold Haeb-Umbach.
“Noise-Presence-Probability-Based Noise PSD Estimation by Using DNNs.” In 12.
ITG Fachtagung Sprachkommunikation (ITG 2016), 2016.
ieee: A. Chinaev, J. Heymann, L. Drude, and R. Haeb-Umbach, “Noise-Presence-Probability-Based
Noise PSD Estimation by Using DNNs,” in 12. ITG Fachtagung Sprachkommunikation
(ITG 2016), 2016.
mla: Chinaev, Aleksej, et al. “Noise-Presence-Probability-Based Noise PSD Estimation
by Using DNNs.” 12. ITG Fachtagung Sprachkommunikation (ITG 2016), 2016.
short: 'A. Chinaev, J. Heymann, L. Drude, R. Haeb-Umbach, in: 12. ITG Fachtagung
Sprachkommunikation (ITG 2016), 2016.'
date_created: 2019-07-12T05:27:25Z
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/2016/ChHeyDrHa16.pdf
oa: '1'
publication: 12. ITG Fachtagung Sprachkommunikation (ITG 2016)
related_material:
link:
- description: Presentation
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2016/ChHeyDrHa16_Presentation.pdf
status: public
title: Noise-Presence-Probability-Based Noise PSD Estimation by Using DNNs
type: conference
user_id: '44006'
year: '2016'
...
---
_id: '11751'
author:
- 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: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Drude L, Boeddeker C, Haeb-Umbach R. Blind Speech Separation based on Complex
Spherical k-Mode Clustering. In: Proc. IEEE Intl. Conf. on Acoustics, Speech
and Signal Processing (ICASSP). ; 2016.'
apa: Drude, L., Boeddeker, C., & Haeb-Umbach, R. (2016). Blind Speech Separation
based on Complex Spherical k-Mode Clustering. In Proc. IEEE Intl. Conf. on
Acoustics, Speech and Signal Processing (ICASSP).
bibtex: '@inproceedings{Drude_Boeddeker_Haeb-Umbach_2016, title={Blind Speech Separation
based on Complex Spherical k-Mode Clustering}, booktitle={Proc. IEEE Intl. Conf.
on Acoustics, Speech and Signal Processing (ICASSP)}, author={Drude, Lukas and
Boeddeker, Christoph and Haeb-Umbach, Reinhold}, year={2016} }'
chicago: Drude, Lukas, Christoph Boeddeker, and Reinhold Haeb-Umbach. “Blind Speech
Separation Based on Complex Spherical K-Mode Clustering.” In Proc. IEEE Intl.
Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2016.
ieee: L. Drude, C. Boeddeker, and R. Haeb-Umbach, “Blind Speech Separation based
on Complex Spherical k-Mode Clustering,” in Proc. IEEE Intl. Conf. on Acoustics,
Speech and Signal Processing (ICASSP), 2016.
mla: Drude, Lukas, et al. “Blind Speech Separation Based on Complex Spherical K-Mode
Clustering.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing
(ICASSP), 2016.
short: 'L. Drude, C. Boeddeker, R. Haeb-Umbach, in: Proc. IEEE Intl. Conf. on Acoustics,
Speech and Signal Processing (ICASSP), 2016.'
date_created: 2019-07-12T05:27:33Z
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/2016/icassp_2016_drude_paper.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/2016/icassp_2016_drude_slides.pdf
status: public
title: Blind Speech Separation based on Complex Spherical k-Mode Clustering
type: conference
user_id: '44006'
year: '2016'
...
---
_id: '11756'
abstract:
- lang: eng
text: Although complex-valued neural networks (CVNNs) â?? networks which can operate
with complex arithmetic â?? have been around for a while, they have not been given
reconsideration since the breakthrough of deep network architectures. This paper
presents a critical assessment whether the novel tool set of deep neural networks
(DNNs) should be extended to complex-valued arithmetic. Indeed, with DNNs making
inroads in speech enhancement tasks, the use of complex-valued input data, specifically
the short-time Fourier transform coefficients, is an obvious consideration. In
particular when it comes to performing tasks that heavily rely on phase information,
such as acoustic beamforming, complex-valued algorithms are omnipresent. In this
contribution we recapitulate backpropagation in CVNNs, develop complex-valued
network elements, such as the split-rectified non-linearity, and compare real-
and complex-valued networks on a beamforming task. We find that CVNNs hardly provide
a performance gain and conclude that the effort of developing the complex-valued
counterparts of the building blocks of modern deep or recurrent neural networks
can hardly be justified.
author:
- first_name: Lukas
full_name: Drude, Lukas
id: '11213'
last_name: Drude
- first_name: Bhiksha
full_name: Raj, Bhiksha
last_name: Raj
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Drude L, Raj B, Haeb-Umbach R. On the appropriateness of complex-valued neural
networks for speech enhancement. In: INTERSPEECH 2016, San Francisco, USA.
; 2016.'
apa: Drude, L., Raj, B., & Haeb-Umbach, R. (2016). On the appropriateness of
complex-valued neural networks for speech enhancement. In INTERSPEECH 2016,
San Francisco, USA.
bibtex: '@inproceedings{Drude_Raj_Haeb-Umbach_2016, title={On the appropriateness
of complex-valued neural networks for speech enhancement}, booktitle={INTERSPEECH
2016, San Francisco, USA}, author={Drude, Lukas and Raj, Bhiksha and Haeb-Umbach,
Reinhold}, year={2016} }'
chicago: Drude, Lukas, Bhiksha Raj, and Reinhold Haeb-Umbach. “On the Appropriateness
of Complex-Valued Neural Networks for Speech Enhancement.” In INTERSPEECH 2016,
San Francisco, USA, 2016.
ieee: L. Drude, B. Raj, and R. Haeb-Umbach, “On the appropriateness of complex-valued
neural networks for speech enhancement,” in INTERSPEECH 2016, San Francisco,
USA, 2016.
mla: Drude, Lukas, et al. “On the Appropriateness of Complex-Valued Neural Networks
for Speech Enhancement.” INTERSPEECH 2016, San Francisco, USA, 2016.
short: 'L. Drude, B. Raj, R. Haeb-Umbach, in: INTERSPEECH 2016, San Francisco, USA,
2016.'
date_created: 2019-07-12T05:27:39Z
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/2016/interspeech_2016_drude_paper.pdf
oa: '1'
publication: INTERSPEECH 2016, San Francisco, USA
related_material:
link:
- description: Poster
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2016/interspeech_2016_drude_slides.pdf
status: public
title: On the appropriateness of complex-valued neural networks for speech enhancement
type: conference
user_id: '44006'
year: '2016'
...
---
_id: '11771'
abstract:
- lang: eng
text: This paper is concerned with speech presence probability estimation employing
an explicit model of the temporal and spectral correlations of speech. An undirected
graphical model is introduced, based on a Factor Graph formulation. It is shown
that this undirected model cures some of the theoretical issues of an earlier
directed graphical model. Furthermore, we formulate a message passing inference
scheme based on an approximate graph factorization, identify this inference scheme
as a particular message passing schedule based on the turbo principle and suggest
further alternative schedules. The experiments show an improved performance over
speech presence probability estimation based on an IID assumption, and a slightly
better performance of the turbo schedule over the alternatives.
author:
- first_name: Thomas
full_name: Glarner, Thomas
id: '14169'
last_name: Glarner
- first_name: Mohammad
full_name: Mahdi Momenzadeh, Mohammad
last_name: Mahdi Momenzadeh
- 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: 'Glarner T, Mahdi Momenzadeh M, Drude L, Haeb-Umbach R. Factor Graph Decoding
for Speech Presence Probability Estimation. In: 12. ITG Fachtagung Sprachkommunikation
(ITG 2016). ; 2016.'
apa: Glarner, T., Mahdi Momenzadeh, M., Drude, L., & Haeb-Umbach, R. (2016).
Factor Graph Decoding for Speech Presence Probability Estimation. In 12. ITG
Fachtagung Sprachkommunikation (ITG 2016).
bibtex: '@inproceedings{Glarner_Mahdi Momenzadeh_Drude_Haeb-Umbach_2016, title={Factor
Graph Decoding for Speech Presence Probability Estimation}, booktitle={12. ITG
Fachtagung Sprachkommunikation (ITG 2016)}, author={Glarner, Thomas and Mahdi
Momenzadeh, Mohammad and Drude, Lukas and Haeb-Umbach, Reinhold}, year={2016}
}'
chicago: Glarner, Thomas, Mohammad Mahdi Momenzadeh, Lukas Drude, and Reinhold Haeb-Umbach.
“Factor Graph Decoding for Speech Presence Probability Estimation.” In 12.
ITG Fachtagung Sprachkommunikation (ITG 2016), 2016.
ieee: T. Glarner, M. Mahdi Momenzadeh, L. Drude, and R. Haeb-Umbach, “Factor Graph
Decoding for Speech Presence Probability Estimation,” in 12. ITG Fachtagung
Sprachkommunikation (ITG 2016), 2016.
mla: Glarner, Thomas, et al. “Factor Graph Decoding for Speech Presence Probability
Estimation.” 12. ITG Fachtagung Sprachkommunikation (ITG 2016), 2016.
short: 'T. Glarner, M. Mahdi Momenzadeh, L. Drude, R. Haeb-Umbach, in: 12. ITG Fachtagung
Sprachkommunikation (ITG 2016), 2016.'
date_created: 2019-07-12T05:27:56Z
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/2016/itgspeech2016_08_Glarner.pdf
oa: '1'
publication: 12. ITG Fachtagung Sprachkommunikation (ITG 2016)
related_material:
link:
- description: Slides
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2016/itgspeech2016_08_Glarner_slides.pdf
status: public
title: Factor Graph Decoding for Speech Presence Probability Estimation
type: conference
user_id: '44006'
year: '2016'
...
---
_id: '11812'
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. Neural Network Based Spectral Mask Estimation
for Acoustic Beamforming. In: Proc. IEEE Intl. Conf. on Acoustics, Speech and
Signal Processing (ICASSP). ; 2016.'
apa: Heymann, J., Drude, L., & Haeb-Umbach, R. (2016). Neural Network Based
Spectral Mask Estimation for Acoustic Beamforming. In Proc. IEEE Intl. Conf.
on Acoustics, Speech and Signal Processing (ICASSP).
bibtex: '@inproceedings{Heymann_Drude_Haeb-Umbach_2016, title={Neural Network Based
Spectral Mask Estimation for Acoustic Beamforming}, booktitle={Proc. IEEE Intl.
Conf. on Acoustics, Speech and Signal Processing (ICASSP)}, author={Heymann, Jahn
and Drude, Lukas and Haeb-Umbach, Reinhold}, year={2016} }'
chicago: Heymann, Jahn, Lukas Drude, and Reinhold Haeb-Umbach. “Neural Network Based
Spectral Mask Estimation for Acoustic Beamforming.” In Proc. IEEE Intl. Conf.
on Acoustics, Speech and Signal Processing (ICASSP), 2016.
ieee: J. Heymann, L. Drude, and R. Haeb-Umbach, “Neural Network Based Spectral Mask
Estimation for Acoustic Beamforming,” in Proc. IEEE Intl. Conf. on Acoustics,
Speech and Signal Processing (ICASSP), 2016.
mla: Heymann, Jahn, et al. “Neural Network Based Spectral Mask Estimation for Acoustic
Beamforming.” Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing
(ICASSP), 2016.
short: 'J. Heymann, L. Drude, R. Haeb-Umbach, in: Proc. IEEE Intl. Conf. on Acoustics,
Speech and Signal Processing (ICASSP), 2016.'
date_created: 2019-07-12T05:28:44Z
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/2016/icassp_2016_heymann_paper.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/2016/icassp_2016_heymann_slides.pdf
status: public
title: Neural Network Based Spectral Mask Estimation for Acoustic Beamforming
type: conference
user_id: '44006'
year: '2016'
...
---
_id: '11829'
abstract:
- lang: eng
text: 'This contribution investigates Direction of Arrival (DoA) estimation using
linearly arranged microphone arrays. We are going to develop a model for the DoA
estimation error in a reverberant scenario and show the existence of a bias, that
is a consequence of the linear arrangement and limited field of view (FoV) bias:
First, the limited FoV leading to a clipping of the measurements, and, second,
the angular distribution of the signal energy of the reflections being non-uniform.
Since both issues are a consequence of the linear arrangement of the sensors,
the bias arises largely independent of the kind of DoA estimator. The experimental
evaluation demonstrates the existence of the bias for a selected number of DoA
estimation methods and proves that the prediction from the developed theoretical
model matches the simulation results.'
author:
- first_name: Florian
full_name: Jacob, Florian
last_name: Jacob
- first_name: Reinhold
full_name: Haeb-Umbach, Reinhold
id: '242'
last_name: Haeb-Umbach
citation:
ama: 'Jacob F, Haeb-Umbach R. On the Bias of Direction of Arrival Estimation Using
Linear Microphone Arrays. In: 12. ITG Fachtagung Sprachkommunikation (ITG 2016).
; 2016.'
apa: Jacob, F., & Haeb-Umbach, R. (2016). On the Bias of Direction of Arrival
Estimation Using Linear Microphone Arrays. In 12. ITG Fachtagung Sprachkommunikation
(ITG 2016).
bibtex: '@inproceedings{Jacob_Haeb-Umbach_2016, title={On the Bias of Direction
of Arrival Estimation Using Linear Microphone Arrays}, booktitle={12. ITG Fachtagung
Sprachkommunikation (ITG 2016)}, author={Jacob, Florian and Haeb-Umbach, Reinhold},
year={2016} }'
chicago: Jacob, Florian, and Reinhold Haeb-Umbach. “On the Bias of Direction of
Arrival Estimation Using Linear Microphone Arrays.” In 12. ITG Fachtagung Sprachkommunikation
(ITG 2016), 2016.
ieee: F. Jacob and R. Haeb-Umbach, “On the Bias of Direction of Arrival Estimation
Using Linear Microphone Arrays,” in 12. ITG Fachtagung Sprachkommunikation
(ITG 2016), 2016.
mla: Jacob, Florian, and Reinhold Haeb-Umbach. “On the Bias of Direction of Arrival
Estimation Using Linear Microphone Arrays.” 12. ITG Fachtagung Sprachkommunikation
(ITG 2016), 2016.
short: 'F. Jacob, R. Haeb-Umbach, in: 12. ITG Fachtagung Sprachkommunikation (ITG
2016), 2016.'
date_created: 2019-07-12T05:29:03Z
date_updated: 2022-01-06T06:51:10Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://groups.uni-paderborn.de/nt/pubs/2016/JacobHaeb_ITG2016.pdf
oa: '1'
publication: 12. ITG Fachtagung Sprachkommunikation (ITG 2016)
related_material:
link:
- description: Poster
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2016/JacobHaeb_ITG2016_poster.pdf
status: public
title: On the Bias of Direction of Arrival Estimation Using Linear Microphone Arrays
type: conference
user_id: '44006'
year: '2016'
...
---
_id: '11834'
abstract:
- lang: eng
text: We present a system for the 4th CHiME challenge which significantly increases
the performance for all three tracks with respect to the provided baseline system.
The front-end uses a bi-directional Long Short-Term Memory (BLSTM)-based neural
network to estimate signal statistics. These then steer a Generalized Eigenvalue
beamformer. The back-end consists of a 22 layer deep Wide Residual Network and
two extra BLSTM layers. Working on a whole utterance instead of frames allows
us to refine Batch-Normalization. We also train our own BLSTM-based language model.
Adding a discriminative speaker adaptation leads to further gains. The final system
achieves a word error rate on the six channel real test data of 3.48%. For the
two channel track we achieve 5.96% and for the one channel track 9.34%. This is
the best reported performance on the challenge achieved by a single system, i.e.,
a configuration, which does not combine multiple systems. At the same time, our
system is independent of the microphone configuration. We can thus use the same
components for all three tracks.
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. Wide Residual BLSTM Network with Discriminative
Speaker Adaptation for Robust Speech Recognition. In: Computer Speech and Language.
; 2016.'
apa: Heymann, J., Drude, L., & Haeb-Umbach, R. (2016). Wide Residual BLSTM Network
with Discriminative Speaker Adaptation for Robust Speech Recognition. In Computer
Speech and Language.
bibtex: '@inproceedings{Heymann_Drude_Haeb-Umbach_2016, title={Wide Residual BLSTM
Network with Discriminative Speaker Adaptation for Robust Speech Recognition},
booktitle={Computer Speech and Language}, author={Heymann, Jahn and Drude, Lukas
and Haeb-Umbach, Reinhold}, year={2016} }'
chicago: Heymann, Jahn, Lukas Drude, and Reinhold Haeb-Umbach. “Wide Residual BLSTM
Network with Discriminative Speaker Adaptation for Robust Speech Recognition.”
In Computer Speech and Language, 2016.
ieee: J. Heymann, L. Drude, and R. Haeb-Umbach, “Wide Residual BLSTM Network with
Discriminative Speaker Adaptation for Robust Speech Recognition,” in Computer
Speech and Language, 2016.
mla: Heymann, Jahn, et al. “Wide Residual BLSTM Network with Discriminative Speaker
Adaptation for Robust Speech Recognition.” Computer Speech and Language,
2016.
short: 'J. Heymann, L. Drude, R. Haeb-Umbach, in: Computer Speech and Language,
2016.'
date_created: 2019-07-12T05:29:09Z
date_updated: 2022-01-06T06:51:11Z
department:
- _id: '54'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://groups.uni-paderborn.de/nt/pubs/2016/chime4_upbonly_paper.pdf
oa: '1'
publication: Computer Speech and Language
related_material:
link:
- description: Poster
relation: supplementary_material
url: https://groups.uni-paderborn.de/nt/pubs/2016/chime4_upbonly_poster.pdf
status: public
title: Wide Residual BLSTM Network with Discriminative Speaker Adaptation for Robust
Speech Recognition
type: conference
user_id: '44006'
year: '2016'
...