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Smart environments for person-centered sustainable work and well-being


Data Management Plan

This deliverable will be a developed data management plan based on the guidelines provided by the European Commission. The data management plan will be updated as necessary over the entire project duration.

Risks for OSH and well-being, and recommendation framework

Report assessing the major needs and unmet needs of the older workers in the work environments of the two pilot sites and defining the model of risks for OSH and challenges for well-being. The specifications of the recommendation framework will also be part of this deliverable. The report will summarize on relevant findings from the analysis conducted in the beginning of the first and second cycle.

Mental training specifications

Report on the specifications for the self-administered mental training based on a set of mini games according to the end-user profiles.

Exploitation Strategy

A document to present the initial sustAGE exploitation stategy for each partner and the whole consortium targeting different market sectors.

Initial report on sustAGE temporal causality and reasoning on user micro-moments

Interim report describing the following mechanisms: (i) the knowledge abstraction mechanisms based on user's micro moments, (ii) the knowledge management and update and (iii) the temporal causality and reasoning

Initial sustAGE communication API

Report on the interactive communication interface and the application logic the sustAGE framework. The report includes the description of the dialog management unit and the speech synthesis system.

User interaction requirements

Initial version of user interaction requirements based on user needs, encompassing principles of usable and intuitive user interfaces. The report will also include the specification of personalization parameters of the system that will be learned during long-term interaction with the users.

Interim Report on Dissemination and Communication Activities

Mid-term report on the Dissemination and Communication Activities carried out.

Plan for Innovation Management

Report containing the plan for the management of IPR's and of the innovations of the project and for identifying new innovation opportunities during the project time frame.

sustAGE ICT ecosystem and Integration Report

Report on the first integrated prototype of the sustAGE software. Updates in the sustAGE system architecture, the sensor and architecture infrastructure and the security and privacy requirements will also be part of this deliverable.

Project Website and visual identity

This deliverable reports the structure and initial content of the sustAGE website, the developed logo and the visual identity of the project.

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Frustration recognition from speech during game interaction using wide residual networks.

Author(s): Meishu SONG; Adria MALLOL-RAGOLTA; Emilia PARADA-CABALEIRO; Zijiang YANG; Shuo LIU; Zhao REN; Ziping ZHAO; Björn W. SCHULLER
Published in: Virtual Reality & Intelligent Hardware, 7, 2020, Page(s) 76-86
Publisher: Virtual Reality & Intelligent Hardware
DOI: 10.3724/sp.j.2096-5796.20.00090

An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition

Author(s): Adria Mallol-Ragolta, Nicholas Cummins, Björn W. Schuller
Published in: Interspeech 2020, 2020, Page(s) 511-515, ISSN 1990-9772
Publisher: ISCA
DOI: 10.21437/Interspeech.2020-2641

Large-Scale, Metric Structure From Motion for Unordered Light Fields

Author(s): Sotiris Nousias, Manolis Lourakis, Christos Bergeles
Published in: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, Page(s) 3287-3296, ISBN 978-1-7281-3293-8
Publisher: IEEE
DOI: 10.1109/CVPR.2019.00341

A Hierarchical Attention Network-Based Approach for Depression Detection from Transcribed Clinical Interviews. Proc. Interspeech 2019

Author(s): A. Mallol-Ragolta; Z. Zhao; L. Stappen; N. Cummins; B. Schuller
Published in: Interspeech 2019, 4, 2019, Page(s) 221-225, ISSN 1990-9772
Publisher: ISCA
DOI: 10.21437/Interspeech.2019-2036

A Consistently Fast and Globally Optimal Solution to the Perspective-n-Point Problem

Author(s): George Terzakis, Manolis Lourakis
Published in: Computer Vision – ECCV 2020 - 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part I, 12346, 2020, Page(s) 478-494, ISBN 978-3-030-58452-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-58452-8_28

Performance Analysis of Unimodal and Multimodal Models in Valence-Based Empathy Recognition

Author(s): Adria Mallol-Ragolta, Maximilian Schmitt, Alice Baird, Nicholas Cummins, Bjorn Schuller
Published in: 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), 2019, Page(s) 1-5, ISBN 978-1-7281-0089-0
Publisher: IEEE
DOI: 10.1109/fg.2019.8756517

Latent-Based Adversarial Neural Networks for Facial Affect Estimations

Author(s): Decky Aspandi; Adria Mallol-Ragolta; Bj ̈orn Schuller; Xavier Binefa
Published in: 2020 15th IEEE International Conference Proceedings, 2020, Page(s) 348-352, ISBN 978-1-7281-3079-8
Publisher: IEEE
DOI: 10.1109/fg47880.2020.00053

From Speech to Facial Activity: Towards Cross-modal Sequence-to-Sequence Attention Networks

Author(s): Lukas Stappen, Vincent Karas, Nicholas Cummins, Fabien Ringeval, Klaus Scherer, Bjorn Schuller
Published in: 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP), 2019, Page(s) 1-6, ISBN 978-1-7281-1817-8
Publisher: IEEE
DOI: 10.1109/MMSP.2019.8901779

A Curriculum Learning Approach for Pain Intensity Recognition from Facial Expressions

Author(s): Adria Mallol-Ragolta, Shuo Liu, Nicholas Cummins, Björn Schuller
Published in: 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020, Page(s) 534-538, ISBN 978-1-7281-3079-8
Publisher: IEEE
DOI: 10.1109/fg47880.2020.00083


Author(s): Lourakis, M.; Pateraki, M.; Karolos, I.-A.; Pikridas, C.; Patias, P.
Published in: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences,, Volume XLIII-B2-2020, 2020, Page(s) 55–62, ISSN 2194-9034
Publisher: ISPRS
DOI: 10.5194/isprs-archives-xliii-b2-2020-55-2020

Attention-enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition

Author(s): Ziping Zhao; Zhongtian Bao; Zixing Zhang; Nicholas Cummins; Haishuai Wang; Björn W. Schuller
Published in: Interspeech 2019, 4, 2019, Page(s) 206-210, ISSN 1990-9772
Publisher: ISCA
DOI: 10.21437/Interspeech.2019-1649

MuSe 2020 Challenge and Workshop - Multimodal Sentiment Analysis, Emotion-target Engagement and Trustworthiness Detection in Real-life Media: Emotional Car Reviews in-the-wild

Author(s): Lukas Stappen, Alice Baird, Georgios Rizos, Panagiotis Tzirakis, Xinchen Du, Felix Hafner, Lea Schumann, Adria Mallol-Ragolta, Bjoern W. Schuller, Iulia Lefter, Erik Cambria, Ioannis Kompatsiaris
Published in: Proceedings of the 1st International on Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop, 2020, Page(s) 35-44, ISBN 9781450381574
Publisher: ACM
DOI: 10.1145/3423327.3423673

Continuous Emotion Recognition in Speech – Do We Need Recurrence?

Author(s): Maximilian Schmitt, Nicholas Cummins, Bj ̈orn Schuller
Published in: Interspeech 2019, 4, 2019, Page(s) 2808-2812, ISSN 1990-9772
Publisher: ISCA
DOI: 10.21437/interspeech.2019-2710

AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition

Author(s): Fabien Ringeval, Eva-Maria Messner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic, Björn Schuller, Michel Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian
Published in: Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop - AVEC '19, 2019, Page(s) 3-12, ISBN 9781450369138
Publisher: ACM Press
DOI: 10.1145/3347320.3357688

Effects of multidomain versus single-domain training on executive control and memory in older adults: study protocol for a randomized controlled trial

Author(s): Soledad Ballesteros; Jennifer A Rieker; Julia Mayas; Antonio Prieto; Pilar Toril; María Pilar Jiménez; José Manuel Reales
Published in: Trials, Volume 21, Article number: 404, 2020, ISSN 1745-6215
Publisher: BioMed Central
DOI: 10.1186/s13063-020-04293-3

Synchronisation in Interpersonal Speech

Author(s): Shahin Amiriparian; Jing Han; Maximilian Schmitt; Alice Baird; Adria Mallol-Ragolta; Manuel Milling; Maurice Gerczuk; Björn Schulle
Published in: Frontiers in Robotics and AI Computational Approaches for Human-Human and Human-Robot Social Interactions, Vol 6, Article 116, 2019, Page(s) 41-49, ISSN 1664-8714
Publisher: Frontiers Journal Series
DOI: 10.3389/frobt.2019.00116


Author(s): Soledad Ballesteros, Jennifer Rieker, josé M Reales, julia Mayas, María Pilar Jiménez, Antonio Prieto, Pilar Toril
Published in: Innovation in Aging, 3/Supplement_1, 2019, Page(s) S721-S721, ISSN 2399-5300
Publisher: Oxford University Press
DOI: 10.1093/geroni/igz038.2644

Effects of Nonaction Videogames on Attention and Memory in Young Adults

Author(s): Eloisa Ruiz-Marquez, Antonio Prieto, Julia Mayas, Pilar Toril, José Manuel Reales, Soledad Ballesteros
Published in: Games for Health Journal, 8/6, 2019, Page(s) 414-422, ISSN 2161-783X
Publisher: Games for Health Journal
DOI: 10.1089/g4h.2019.0004

Supporting the Wellness at Work and Productivity of Ageing Employees in Industrial Environments: The sustAGE Project

Author(s): Maria Pateraki, Manolis Lourakis, Leonidas Kallipolitis, Frank Werner, Petros Patias, Christos Pikridas
Published in: ERCIM NEWS - Special Theme - Smart Things Everywere, ERCIM News 119, 2019, Page(s) 40-41, ISSN 0926-4981
Publisher: ERCIM EEIG
DOI: 10.5281/zenodo.4294256

T’ai Chi for improving brain function and cognition

Author(s): Mónica Muiños, Soledad Ballesteros
Published in: The Routledge International Encyclopedia of Sport and Exercise Psychology Volume 2: Applied and Practical Measures, 2020, ISBN 9781315187228
Publisher: Routledge
DOI: 10.4324/9781315187228