Publications

Most Recent Publications

  • K. Qian, Z. Zhang, A. Baird, and B. Schuller, “Active Learning for Bird Sound Classification via a Kernel-based Extreme Learning Machine,” Journal of the Acoustical Society of America,
    vol. 134, 2017. 12 pages, to appear
  • J. Deng, X. Xu, Z. Zhang, S. Fruhholz, and B. Schuller, “Semi-Supervised Autoencoders for Speech Emotion Recognition,” IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 25, 2017. 12 pages, to appear
  • P. Tzirakis, S. Zafeiriou, and B. Schuller, “Real-world automatic continuous affect recognition from audiovisual signals,” in Multi-modal Behavior Analysis in the Wild: Advances and Challenges (X. Alameda-Pineda, E. Ricci, and N. Sebe, eds.), Elsevier, 2017. to appear
  • L. Carstens, and F. Toni, “Using Argumentation to improve classification in Natural Language problems,“ ACM Transactions on Internet Technology, ACM, to appear.
  • O. Rudovic, J. Lee, L. Mascarell-Maricic, B. W. Schuller, and R. Picard, “Measuring Engagement in Autism Therapy with Social Robots: a Cross-cultural Study,” Frontiers in Robotics and AI, section Humanoid Robotics, Special Issue on Affective and Social Signals for HRI, 2017. to appear
  • O. Cocarascu, and F. Toni, “Identifying attack and support argumentative relations using deep learning,“ in Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP 2017), Copenhagen, Denmark, September 2017, to appear
  • Y. Zhang, H. S. O. Stromfelt, and B. Schuller, “Emotion-Augmented Machine Learning: Overview of an Emerging Domain,” in Proc. 7th biannual Conference on Affective Computing and Intelligent Interaction (ACII 2017), (San Antionio, TX), AAAC, IEEE, October 2017. 8 pages, to appear
  • S. Amiriparian, S. Pugachevskiy, N. Cummins, S. Hantke, J. Pohjalainen, G. Keren, and B. Schuller, “CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms,” in Proc. 7th biannual Conference on Affective Computing and Intelligent Interaction (ACII 2017), (San Antionio, TX), AAAC, IEEE, October 2017. 6 pages, to appear
  • H. Sagha, J. Deng, and B. Schuller, “The effect of personality trait, age, and gender on the performance of automatic speech valence recognition,” in Proc. 7th biannual Conference on Affective Computing and Intelligent Interaction (ACII 2017), (San Antionio, TX), AAAC, IEEE, October 2017. 6 pages, to appear
  • N. Cummins, S. Amiriparian, G. Hagerer, A. Batliner, S. Steidl, and B. Schuller, “An Image-based Deep Spectrum Feature Representation for the Recognition of Emotional Speech,” in Proceedings of the 25th ACM International Conference on Multimedia, MM 2017, (Mountain View, CA), ACM, October 2012. 7 pages, to appear (oral acceptance rate: 7.5 %)
  • J. Han, Z. Zhang, M. Schmitt, M. Pantic, and B. Schuller, “From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty,” in Proceedings of the 25th ACM International Conference on Multimedia, MM 2017, (Mountain View, CA), ACM, October 2012. 8 pages, to appear (acceptance rate: 28 %)
  • Y. Zhang, W. McGehee, M. Schmitt, F. Eyben, and B. Schuller, “A Paralinguistic Approach To Holistic Speaker Diarisation – Using Age, Gender, Voice Likability and Personality Traits,”
    in Proceedings of the 25th ACM International Conference on Multimedia, MM 2017, (Mountain View, CA), ACM, October 2012. 6 pages, to appear (acceptance rate: 28 %)
  • E. Parada-Cabaleiro, A. Batliner, A. E. Baird, and B. Schuller, “The SEILS dataset: Symbolically Encoded Scores in ModernAncient Notation for Computational Musicology,” in Proceedings 18th International Society for Music Information Retrieval Conference, ISMIR 2017, (Suzhou, P. R. China), ISMIR, October 2017. 5 pages, to appear