Deliverables
First prototype integrating the research results of WP2 WP3 and T41
Final platform demonstrator and updated data protection and GDPR requirementsFinal platform demonstrator populated with additional data and trained models Updated version of D51 taking the latest research and legal advances into account
Initial platform demonstratorFully functional platform demonstrator implemented populated with a few initial data and trained models deployed in working environment ready for use in other WPs
Final COMPRISE SDK prototype and documentationFinal prototype integrating the research results of WP2 WP3 and T41 and Swagger online documentation
Update on the actions conducted lessons learned on the innovation ecosystem proposed in COMPRISE and planned dissemination and communication after the end of the project
Dissemination and communication action planSummarises all planned dissemination actions and provides communication material to the partners (logo, graphical chart, public website, short presentation of the project, templates, poster, leaflet)
First dissemination and communication reportUpdate on the actions conducted and web document defining the COMPRISE knowledge repository on multilingual voice-enabled applications.
Final design implementation and evaluation of weakly supervised learning for all considered tasks
Baseline speech and text transformation and model learning libraryDesign, implementation, and evaluation of baseline transformations focusing on deleting the user’s identity and words carrying critical information, and model learning.
Improved transformation library and initial privacy guaranteesDesign, implementation, and evaluation of speech and text transformations addressing more types of private information and initial statistical utility/privacy bounds.
Final personalised learning libraryFinal design implementation and evaluation of model personalisation strategies for speechtotext spoken language understanding and dialog management
Initial multilingual interaction librarySoftware components and documentation for speech-to-speech translation and integration of dialog systems in the operating branch.
Final transformation library and privacy guaranteesFinal design implementation and evaluation of speech and text transformations and final statistical utilityprivacy bounds
Data collection and curation features of the platformPlatform with data collection and curation features implemented and deployed in working environment
Final multilingual interaction librarySoftware components and documentation for speechtospeech translation and integration of dialog systems in both the operating and the training branch
Initial weakly supervised learning libraryDesign, implementation, and evaluation of weakly supervised learning for spoken language understanding.
Initial personalised learning library for speech-to-textDesign, implementation, and evaluation of initial model personalisation strategies for speech-to-text.
First combined evaluation of baseline speech, dialog, and translation tools.
Platform hardware and software architecturePlatform specification including main requirements, hardware and software architecture
SDK software architectureSDK specification including main requirements and software architecture
Data protection and GDPR requirementsGuidelines, procedures and recommendations how to implement personal data protection in the platform.
Publications
Author(s):
Michael A. Hedderich; David Ifeoluwa Adelani; Dawei Zhu; Jesujoba O. Alabi; Udia Markus; Dietrich Klakow
Published in:
2020 Conference on Empirical Methods in Natural Language Processing, Issue 16/11/2020, 2020
Publisher:
ACL
DOI:
10.18653/v1/2020.emnlp-main.204
Author(s):
Adelani, David Ifeoluwa; Hedderich, Michael,; Zhu, Dawei; Van Den Berg, Esther; Klakow, Dietrich
Published in:
AfricaNLP / PML4DC Workshop 2020 @ICLR 2020, Issue 26/04/2020, 2020
Publisher:
OpenReview.net
Author(s):
Adelani, David,; Zhang, Miaoran; Shen, Xiaoyu; Davody, Ali; Kleinbauer, Thomas; Klakow, Dietrich
Published in:
2021 Conference on Empirical Methods in Natural Language Processing, Issue 07/11/2021, 2021
Publisher:
ACL
Author(s):
Adelani, David,; Ruiter, Dana; Alabi, Jesujoba,; Adebonojo, Damilola; Ayeni, Adesina; Adeyemi, Mofetoluwa; Awokoya, Ayodele; Espana-Bonet, Cristina
Published in:
18th Biennial Machine Translation Summit, Issue 16/08/2021, 2021
Publisher:
AMTA
Author(s):
Bonastre, Jean-Francois; Delgado, Hector; Evans, Nicholas; Kinnunen, Tomi; Lee, Kong Aik; Liu, Xuechen; Nautsch, Andreas; Noe, Paul-Gauthier; Patino, Jose; Sahidullah, Md; Srivastava, Brij Mohan Lal; Todisco, Massimiliano; Tomashenko, Natalia; Vincent, Emmanuel; Wang, Xin; Yamagishi, Junichi
Published in:
1st ISCA Symposium on Security and Privacy in Speech Communication, Issue 10/11/2021, 2021
Publisher:
ISCA
Author(s):
Srivastava, Brij Mohan Lal; Bellet, Aurélien; Tommasi, Marc; Vincent, Emmanuel
Published in:
INTERSPEECH 2019, Issue 15/09/2019, 2019, Page(s) 3700-3704
Publisher:
ISCA
Author(s):
Tomashenko, Natalia; Srivastava, Brij Mohan Lal,; Wang, Xin; Vincent, Emmanuel; Nautsch, Andreas; Yamagishi, Junichi; Evans, Nicholas; Patino, Jose; Bonastre, J.-F; Noé, Paul-Gauthier; Todisco, Massimiliano
Published in:
INTERSPEECH 2020, Issue 25/10/2020, 2020
Publisher:
ISCA
Author(s):
Srivastava, Brij Mohan Lal; Vauquier, Nathalie; Sahidullah, Md; Bellet, Aurélien; Tommasi, Marc; Vincent, Emmanuel
Published in:
2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, Issue 04/05/2020, 2020, Page(s) 2802-2806
Publisher:
IEEE
Author(s):
Thomas, Aleena; Adelani, David; Davody, Ali; Mogadala, Aditya; Klakow, Dietrich
Published in:
23rd International Conference on Text, Speech and Dialogue, Issue 08/09/2020, 2020
Publisher:
Springer
Author(s):
Srivastava, Brij Mohan Lal; Tomashenko, Natalia; Wang, Xin; Vincent, Emmanuel; Yamagishi, Junichi; Maouche, Mohamed; Bellet, Aurélien; Tommasi, Marc
Published in:
INTERSPEECH 2020, Issue 25/10/2020, 2020
Publisher:
ISCA
Author(s):
Skadiņš, Raivis; Salimbajevs, Askars
Published in:
1st International Workshop on Language Technology Platforms, Issue 16/05/2020, 2020, Page(s) 108–111
Publisher:
European Language Resources Association
Author(s):
Salimbajevs, Askars
Published in:
9th International Conference on Human Language Technologies – the Baltic Perspective, Issue 22/09/2020, 2020
Publisher:
IOS Press
Author(s):
Helali, Mossad; Kleinbauer, Thomas; Klakow, Dietrich
Published in:
23rd International Conference on Text, Speech and Dialogue, Issue 08/09/2020, 2020
Publisher:
Springer
Author(s):
Bell, James; Bellet, Aurélien; Gascón, Adrià; Kulkarni, Tejas
Published in:
International Conference on Artificial Intelligence and Statistics, Issue 27/08/2020, 2020, Page(s) 1573-1583
Publisher:
Proceedings of Machine Learning Research
Author(s):
Alves, Diego; Salimbajevs, Askars; Pinnis, Mārcis
Published in:
9th International Conference on Human Language Technologies – the Baltic Perspective, Issue 22/09/2020, 2020
Publisher:
IOS Press
Author(s):
Maouche, Mohamed; Srivastava, Brij Mohan Lal; Vauquier, Nathalie; Bellet, Aurélien; Tommasi, Marc; Vincent, Emmanuel
Published in:
INTERSPEECH 2020, Issue 25/10/2020, 2020
Publisher:
ISCA
Author(s):
Sheikh, Imran; Vincent, Emmanuel; Illina, Irina
Published in:
INTERSPEECH 2020, Issue 25/10/2020, 2020
Publisher:
ISCA
Author(s):
Turan, M. A. Tuğtekin; Vincent, Emmanuel; Jouvet, Denis
Published in:
INTERSPEECH 2020, Issue 25/10/2020, 2020
Publisher:
ISCA
Author(s):
Adelani, David Ifeoluwa; Davody, Ali; Kleinbauer, Thomas; Klakow, Dietrich
Published in:
INTERSPEECH 2020, Issue 25/10/2020, 2020
Publisher:
ISCA
Author(s):
Bellet, Aurélien; Guerraoui, Rachid; Hendrikx, Hadrien
Published in:
34th International Symposium on Distributed Computing, Issue 12/10/2020, 2020
Publisher:
LIPIcs
Author(s):
Zantedeschi, Valentina; Bellet, Aurélien; Tommasi, Marc
Published in:
23rd International Conference on Artificial Intelligence and Statistics, Issue 26/08/2020, 2020
Publisher:
PMLR
Author(s):
Moretón, Alvaro; Jaramillo, Ariadna
Published in:
European Data Protection Law Review, Issue 19/07/2021, 2021, ISSN 2364-284X
Publisher:
Lexxion
Author(s):
David Ifeoluwa Adelani; Jade Abbott; Graham Neubig; Daniel D’souza; Julia Kreutzer; Constantine Lignos; Chester Palen-Michel; Happy Buzaaba; Shruti Rijhwani; Sebastian Ruder; Stephen Mayhew; Israel Abebe Azime; Shamsuddeen H. Muhammad; Chris Chinenye Emezue; Joyce Nakatumba-Nabende; Perez Ogayo; Aremu Anuoluwapo; Catherine Gitau; Derguene Mbaye; Jesujoba Alabi; Seid Muhie Yimam; Tajuddeen Rabiu
Published in:
Transactions of the ACL, Issue 07/10/2021, 2021, ISSN 2307-387X
Publisher:
MIT Press
DOI:
10.1162/tacl_a_00416
Author(s):
Moretón Poch, Álvaro; Jaramillo, Ariadna
Published in:
European Data Protection Law Review, Issue to appear, 2020, ISSN 2364-2831
Publisher:
Lexxion
Author(s):
Jurgita Kapočiūtė-Dzikienė; Askars Salimbajevs; Raivis Skadiņš
Published in:
Electronics, Issue 11/06/2021, 2021, ISSN 2079-9292
Publisher:
MDPI
DOI:
10.3390/electronics10121412
Author(s):
Tomashenko, Natalia; Wang, Xin; Vincent, Emmanuel; Patino, Jose; Srivastava, Brij Mohan Lal; Noé, Paul-Gauthier; Nautsch, Andreas; Evans, Nicholas; Yamagishi, Junichi; O'Brien, Benjamin; Chanclu, Anaïs; Bonastre, Jean-François; Todisco, Massimiliano; Maouche, Mohamed
Published in:
Computer Speech and Language, Issue to appear, 2022, ISSN 1095-8363
Publisher:
Elsevier
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