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Publications


  • Journal Articles

    • X. Xu, J. Deng, E. Coutinho, C. Wu, L. Zhao, and B. Schuller, “Connecting Subspace Learning and Extreme Learning Machine in Speech Emotion Recognition,” IEEE Transactions on Multimedia, vol. 20, 2017. 13 pages, to appear (IF: 3.509, 5-year IF: 4.103 2016))
    • L. Roche, D. Zhang, F. B. Pokorny, B. Schuller, G. Esposito, S. Bölte, H. Roeyers, L. Poustka, K. D. Bartl-Pokorny, M. Gugatschka, H. Waddington, R. Vollmann, C. Einspieler, and P. B. Marschik, “Early Vocal Development in Autism Spectrum Disorders, Rett Syndrome, and Fragile X Syndrome: Insights from Studies using Retrospective Video Analysis,” Advances in Neurodevelopmental Disorders, vol. 1, 2017. 16 pages, to appear
    • P. Tzirakis, G. Trigeorgis, M. A. Nicolaou, B. Schuller, and S. Zafeiriou, “End-to-End Multimodal Emotion Recognition using Deep Neural Networks,” IEEE Journal of Selected Topics in Signal Processing, Special Issue on End-to-End Speech and Language Processing, 2017. 9 pages, to appear (IF: 5.301 (2016))
    • B. Schuller and D. Schuller, “Maschinelle Profilierung – Die KI kennt Sie,” digma – Zeitschrift für Datenrecht und Informationssicherheit, vol. 1, no. 4, 2017. 6 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 [pdf]

    Conference Proceedings

    • K. Qian, Z. Ren, V. Pandit, Z. Yang, Z. Zhang, and B. Schuller, “Wavelets Revisited for the Classification of Acoustic Scenes,” in Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 IEEE AASP Challenge Workshop (DCASE 2017), (Munich, Germany), IEEE, IEEE, November 2017. pp. 108-112 [pdf] [poster]
    • Z. Ren, V. Pandit, K. Qian, Z. Zhang, Z. Yang, and B. Schuller, “’Deep Sequential Image Features on Acoustic Scene Classification,” in Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 IEEE AASP Challenge Workshop (DCASE 2017), (Munich, Germany), IEEE, IEEE, November 2017. pp. 113-117 [pdf]
    • S. Amiriparian, M. Freitag, N. Cummins, and B. Schuller, “Sequence to Sequence Autoencoders for Unsupervised Representation Learning from Audio,” in Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 IEEE AASP Challenge Workshop (DCASE 2017), (Munich, Germany), IEEE, IEEE, November 2017. pp. 17-21 [pdf]
    • S. Amiriparian, N. Cummins, M. Freitag, K. Qian, Z. Ren, V. Pandit, and B. Schuller "THE COMBINED AUGSBURG / PASSAU / TUM / ICL SYSTEM FOR DCASE 2017", Technical Paper for the Challenge entry at the Detection and Classification of Acoustic Scenes and Events 2017 IEEE AASP Challenge Workshop (DCASE 2017), (Munich, Germany), IEEE, IEEE, November 2017. 1 pages, to appear [pdf]
    • 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), October 2017. pp. 340–345 [pdf]
    • S. Amiriparian, M. Freitag, N. Cummins, and B. Schuller, “Feature Selection in Multimodal Continuous Emotion Prediction,” in Proc. 2nd International Workshop on Automatic Sentiment Analysis in the Wild (WASA 2017) held in conjunction with the 7th biannual Conference on Affective Computing and Intelligent Interaction (ACII 2017), (San Antonio, TX), October 2017. pp. 30–37 [pdf]
    • S. Amiriparian, N. Cummins, S. Ottl, M. Gerczuk, and B. Schuller, “Sentiment Analysis Using Image-based Deep Spectrum Features,” in Proc. 2nd International Workshop on Automatic Sentiment Analysis in the Wild (WASA 2017) held in conjunction with the 7th biannual Conference on Affective Computing and Intelligent Interaction (ACII 2017), (San Antonio, TX), October 2017. pp. 26–29 [pdf]
    • 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 2017. pp. 890-897 [pdf] [poster]
    • E. Parada-Cabaleiro, A. Batliner, A. E. Baird, and B. Schuller, “The Perception of Emotion in the Singing Voice,” in Proceedings 4th International Digital Libraries for Musicology workshop (DLfM) at the 18th International Society for Music Information Retrieval Conference, ISMIR, (Suzhou, China), ISMIR, October 2017, pp. 29-36 [pdf] [ppt]
    • 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, (Suzhou, P. R. China), ISMIR, October 2017. pp. 575-581 [pdf] [poster]