Forschungs- & Entwicklungsinformationsdienst der Gemeinschaft - CORDIS

Artificial Retrieval of Information Assistants - Virtual Agents with Linguistic Understanding, Social skills, and Personalised Aspects

Von 2015-01-01 bis 2017-12-31, Laufendes Projekt

Projektdetails

Gesamtkosten:

EUR 2 949 318,76

EU-Beitrag:

EUR 2 949 317,78

Koordiniert in:

United Kingdom

Aufruf zur Vorschlagseinreichung:

H2020-ICT-2014-1See other projects for this call

Finanzierungsprogramm:

RIA - Research and Innovation action

Ziel

Deliverables

  • Ethical Policies

    Report on applied ethical practices including informed consent forms, ethical approval for experiments and data collection and certifications of compliance with national and EU legislation.

  • Data Management Plan

    The Data Management Plan will describe the data management life cycle for the Wizard of Oz and fully automatic ARIA generated data sets. It will outline how our collected research data will be handled during and after ARIA-VALUSPA. It will describe what data will be collected, processed or generated and following what methodology and standards, whether and how this data will be shared and/or made open, and how it will be curated and preserved. We are committed to making all our data fully available to the research community, through easily accessible web interfaces, similar to the SEMAINE database. A minor part of the data may be temporarily withheld from the public to allow the team to organise challenges for the research community on unseen data.

Publications

  • Don't Say Yes, Say Yes: Interacting with Synthetic Speech Using Tonetable
    Author(s): M. Aylett, B. Potard, G. Pullin, S. Hennig, D. Braude, M. Antunes Ferreira
    Published in: CHI EA '16, 2016. 
  • Automatically estimating emotion music using long-short term memory recurrent neural networks
    Author(s): Eduardo Coutinho, George Trigeorgis, Stefanos Zafeiriou, Björn Schuller
    Published in: Interspeech, 2015. 
  • Learning to transfer: transferring latent task structures and its application to person-specific facial action unit detection
    Author(s): T. Almaev, B. Martinez and M.F. Valstar
    Published in: ICCV, 2015. 
  • Deep Learning the Dynamic Appearance and Shape of Facial Action Units
    Author(s): S. Jaiswal, M.F. Valstar
    Published in: IEEE WACV, 2016. 
  • Improving social relationships in face-to-face human-agent interactions: when the agent wants to know user’s likes and dislikes
    Author(s): Caroline Langlet, Chloe Clavel
    Published in: ACL, 2015. 
  • ChaLearn Looking at People and Faces of the World: Face Analysis Workshop and Challenge 2016
    Author(s): Escalera, S., Torres Torres, M., Martinez, B., Baró, X. and Escalante, H.J., Guyon I., Tzimiropoulos, G., Corneau, C., Oliu, M., Bagheri, M.A., Valstar, M.F.
    Published in: CVPR, 2016. 
  • AVEC 2015 – The 5th International Audio/Visual Emotion Challenge and Workshop
    Author(s): Fabien Ringeval, Björn Schuller, Michel Valstar, Roddy Cowie, Maja Pantic
    Published in: MM, 2015. 
  • Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection
    Author(s): Erik Marchi, Fabio Vesperini, Felix Weninger, Florian Eyben, Stefano Squartini, Björn Schuller
    Published in: OJCNN, 2015. 
  • The ICL-TUM-PASSAU approach for the MediaEval 2015 “Affective Impact of Movies” task
    Author(s): George Trigeorgis, Eduardo Coutinho, Fabien Ringeval, Erik Marchi, Stefanos Zafeiriou, Björn Schuller
    Published in: Interspeech, 2015. 
  • Dynamic active learning based on agreement, applied to emotion recognition in spoken interactions
    Author(s): Yue Zhang, Eduardo Coutinho, Zixing Zhang, Caijiao Quan, Björn Schuller
    Published in: ICMI, 2016. 
  • An Open Source Kaldi Based Parametric Speech Synthesiser based on DNN
    Author(s): B. Potard, M. Aylett, D. Braude, P. Motlicek
    Published in: Interspeech, 2016. 
  • TRIC-track: Tracking by Regression with Incrementally Learned Cascades
    Author(s): X. Wang, M.F. Valstar, B. Martinez, M.H. Khan, T.P. Pridmore
    Published in: ICCV, 2015. 
  • Agreement-based dynamic active learning with least, medium certainty query strategies
    Author(s): Yue Zhang, Eduardo Coutinho, Zixing Zhang, Caijiao Quan, Björn Schuller
    Published in: Advances in Active Learning : Bridging Theory, Practice Workshop, 2015. 
  • Cross Modal Evaluation of High Quality Emotional Speech Synthesis with the Virtual Human Toolkit
    Author(s): B. Potard, M. Aylett, D. Braude.
    Published in: IVA, 2016. 
  • Playing with Social and Emotional Game Companions
    Author(s): A. Chowanda, P. Blanchfield, M. Flintham and M.F. Valstar
    Published in: IVA, 2016. 
  • Deep canonical time warping
    Author(s): George Trigeorgis, Mihalis A. Nicolaou, Stefanos Zafeiriou, Björn Schuller
    Published in: CVPR, 2016. 
  • Learning to combine local models for Facial Action Unit detection
    Author(s): S. Jaiswal, B. Martinez, M.F. Valstar
    Published in: FERA, 2015. 
  • Deep bidirectional long short-term memory recurrent neural networks for grapheme-to-phoneme conversion utilizing complex many-to many alignments
    Author(s): Amr El-Desoky Mousa, Björn Schuller
    Published in: Interspeech, 2016. 
  • AV+ EC 2015--The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data
    Author(s): Ringeval, F., Schuller, B., Valstar, M., Jaiswal, S., Marchi, E., Lalanne, D., Cowie, R. and Pantic, M
    Published in: AVEC, 2015. 
  • Adapting sentiment analysis to face-to-face human-agent interactions: from detection to evaluation issues
    Author(s): Caroline Langlet, Chloe Clavel
    Published in: ACII, 2016. 
  • Computational Models of Emotion, Personality, and Social Relationships for Interactions in Games
    Author(s): A. Chowanda, P. Blanchfield, M. Flintham and M.F. Valstar
    Published in: AAMAS, 2016. 
  • Sincerity, deception in speech: Two sides of the same coin? A transfer- and multi-task learning perspective
    Author(s): Yue Zhang, Felix Weninger, Zhao Ren, Björn Schuller
    Published in: ICMI, 2016. 
  • Does my speech rock? Automatic assessment of public speaking skills
    Author(s): Lucas Azais, Adrien Payan, Tianjiao Sun, Guillaume Vidal, Tina Zhang, Eduardo Coutinho, Florian Eyben, Björn Schuller
    Published in: Interspeech, 2015. 
  • The INTERSPEECH 2016 Computational Paralinguistics Challenge: Deception & Sincerity
    Author(s): Björn Schuller, Stefan Steidl, Anton Batliner, Julia Hirschberg, Judee K. Burgoon, Alice Baird, Aaron Elkins, Yue Zhang, Eduardo Coutinho, Keelan Evanini
    Published in: ICMI, 2016. 
  • Semi-autonomous data enrichment based on cross-task labelling of missing targets for holistic speech analysis
    Author(s): Yue Zhang, Yuxiang Zhou, Jie Shen, Björn Schuller
    Published in: ICASSP, 2016. 
  • Facing realism in spontaneous emotion recognition from speech: feature enhancement by autoencoder with LSTM neural networks
    Author(s): Zixing Zhang, Fabien Ringeval, Jing Han, Jun Deng, Erik Marchi, Björn Schuller
    Published in: Interspeech, 2016. 
  • Bird sounds classification by large scale acoustic features, extreme learning machine
    Author(s): Kun Qian, Zixing Zhang, Fabien Ringeval, Björn Schuller
    Published in: GlobalSIP, 2015. 
  • AV+EC 2015 –- The first affect recognition Challenge bridging across audio, video, and physiological Data
    Author(s): Fabien Ringeval, Björn Schuller, Michel Valstar, Shashank Jaiswal, Erik Marchi, Denis Lalanne, Roddy Cowie, Maja Pantic
    Published in: MM, 2015. 
  • The Effects of Interrupting Behavior on Interpersonal Attitude and Engagement in Dyadic Interactions
    Author(s): Angelo Cafaro, Nadine Glas, Catherine Pelachaud
    Published in: AAMAS, 2016. 
  • Classifying emotion-antecedent appraisal in brain activity using machine learning methods
    Author(s): Kornelia Gentsch, Eduardo Coutinho, Florian Eyben, Björn Schuller, Klaus R. Scherer
  • Topic switch models for dialogue management in virtual humans
    Author(s): W. Zhu, A. Chowanda, M.F. Valstar
    Published in: IVA, 2016. 
  • On rater reliability, correlation based dynamic active learning
    Author(s): Yue Zhang, Eduardo Coutinho, Zixing Zhang, Michael Adam, Björn Schuller
    Published in: ACII, 2015. 
  • Exploring the importance of individual differences to the automatic estimation of emotions induced by music
    Author(s): Hesam Sagha, Eduardo Coutinho, Björn Schuller
    Published in: MM, 2015. 
  • Artificial Personality and Disfluency
    Author(s): M. Wester, M. Aylett, M. Tomalin, R. Dall
    Published in: Interspeech, 2015. 
  • Speech analysis in the big data era
    Author(s): Björn Schuller
    Published in: TSD, 2015. 
  • Enhanced semi-supervised learning for multimodal emotion recognition
    Author(s): Zixing Zhang, Fabien Ringeval, Bin Dong, Eduardo Coutinho, Erik Marchi, Björn Schuller
    Published in: ICASSP, 2016. 
  • Combining Hierarchical Classification with Frequency Weighting for the Recognition of Eating Conditions
    Author(s): Johannes Wagner, Andreas Seiderer, Florian Lingenfelser, Elisabeth André
    Published in: Interspeech, 2015. 
  • AVEC 2016 – Depression, Mood, and Emotion Recognition Workshop and Challenge
    Author(s): Valstar, M.F., Gratch, J., Schuller, B., Ringeval, F., Lalanne, D., Torres Torres, M., Scherer, S., Stratou, G., Cowie, R. and Pantic, M
    Published in: ACM Multimedia 2016, 2016. 
  • Adieu features? End-to-end apeech emotion recognition using a deep convolutional recurrent network
    Author(s): George Trigeorgis, Fabien Ringeval, Raymond Brückner, Erik Marchi, Mihalis Nicolaou, Björn Schuller, Stefanos Zafeiriou
    Published in: ICASSP, 2016. 
  • Building autonomous sensitive artificial listeners (extended abstract)
    Author(s): Marc Schröder, Elisabetta Bevacqua, Roddy Cowie, Florian Eyben, Hatice Gunes, Dirk Heylen, Mark ter Maat, Gary McKeown, Sathish Pammi, Maja Pantic, Catherine Pelachaud, Björn Schuller, Etienne de Sevin, Michel Valstar, Martin Wöllmer
    Published in: ACII, 2015. 
  • Face reading from speech –- predicting facial action units from audio cues
    Author(s): Fabien Ringeval, Erik Marchi, Marc Mehu, Klaus Scherer, Björn Schuller
    Published in: Interspeech, 2015. 
  • Cascaded continuous regression for real-time incremental face tracking
    Author(s): E. Sánchez-Lozano, B. Martinez, G. Tzimiropoulos, M.F. Valstar
    Published in: ECCV, 2016. 
  • Modeling User’s Social Attitude in a Conversational System
    Author(s): Tobias Baur, Dominik Schiller, Elisabeth André
    Published in: Emotions and Personality in Personalized Services, 2016. 
  • Advances, Challenges, and Opportunities in Automatic Facial Expression Recognition
    Author(s): B. Martinez and M.F. Valstar
    Published in: Advances in Face Detection and Facial Image Analysis, 2016. 
  • Fostering user engagement in face-to-face human-agent interactions: a survey
    Author(s): Clavel, C., Cafaro, A., Campano, S., & Pelachaud, C.
    Published in: Toward Robotic Socially Believable Behaving Systems-Volume II, 2016. 
  • A deep matrix factorization method for learning attribute representations
    Author(s): George Trigeorgis, Konstantinos Bousmalis, Stefanos Zafeiriou, Björn Schuller
    Published in: PAMI, 2016.  ISSN: 0162-8828
  • Automatic estimation of biosignals from the human voice
    Author(s): Eduardo Coutinho, Björn Schuller
    Published in: Science, Special Supplement on Advances in Computational Psychophysiology, 2015.  ISSN: 2329-9290
  • Cascaded Regression with Sparsified Feature Covariance Matrix for Facial Landmark Detection
    Author(s): E. Sánchez-Lozano, B. Martinez, M.F. Valstar
    Published in: Pattern Recognition Letters, 2016.  ISSN: 0167-8655
  • From opinion mining to human-agent interaction
    Author(s): Chloé Clavel, Zoraida Callejas
    Published in: IEEE TAC, 2016.  ISSN: 1949-3045
  • Grounding the detection of the user’s likes ´ and dislikes on the topic structure of human-agent interactions
    Author(s): Caroline Langlet, Chloe Clavel
    Published in: KBS, 2016.  ISSN: 0950-7051
  • L21-based regression and prediction accumulation across views for robust facial landmark detection
    Author(s): B. Martinez and M.F. Valstar
    Published in: Image and Vision Computing, 2015.  ISSN: 0262-8856
  • Context-Aware Automated Analysis and Annotation of Social Human-Agent Interactions
    Author(s): Tobias Baur, Gregor Mehlmann, Ionut Damian, Florian Lingenfelser, Johannes Wagner, Birgit Lugrin, Elisabeth André, Patrick Gebhard
    Published in: ACM Transactions on Interactive Intelligent Systems (TiiS) 5.2, 2015.  ISSN: 2160-6455
  • Sentiment analysis, opinion mining: on optimal parameters and performances
    Author(s): Björn Schuller, Amr El-Desoky Mousa, Vryniotis Vasileios
    Published in: Wiley Interdisciplinary Reviews: Data Mining, Knowledge Discovery, 2015.  ISSN: 1942-4787

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THE UNIVERSITY OF NOTTINGHAM
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