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\n  \n 2018\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Applying Cooperative Machine Learning to Speed Up the Annotation of Social Signals in Large Multi-modal Corpora.\n \n \n \n \n\n\n \n Wagner, J.; Baur, T.; Zhang, Y.; Valstar, M. F.; Schuller, B.; and André, E.\n\n\n \n\n\n\n arXiv:1802.02565. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"ApplyingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{Wagner:2018,\n  title={Applying Cooperative Machine Learning to Speed Up the Annotation of Social Signals in Large Multi-modal Corpora},\n  author={Wagner, Johannes and Baur, Tobias and Zhang, Yue, and Valstar, Michel F. and Schuller, Bj{\\"o}rn and Andr{\\'e}, Elisabeth},\n  journal={arXiv:1802.02565},\n  url={https://arxiv.org/abs/1802.02565},\n  year={2018}\n  \n}
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\n  \n 2017\n \n \n (20)\n \n \n
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\n \n\n \n \n \n \n \n Multi-Task Deep Neural Network with Shared Hidden Layers: Breaking Down the Wall between Emotion Representations.\n \n \n \n\n\n \n Zhang, Y.; Liu, Y.; Weninger, F.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of ICASSP, New Orleans, LA, March 2017. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{Zhang17-MDN,\n  author = {Yue Zhang and Yifan Liu and Felix Weninger and Bj\\"orn Schuller},\n  title = {Multi-Task Deep Neural Network with Shared Hidden Layers: Breaking Down the Wall between Emotion Representations}, \n  booktitle = {Proc.\\ of ICASSP}, \n  year = {2017},\n  address = {New Orleans, LA},\n  month = {March},\n  publisher = {IEEE},\n}\n\n
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\n \n\n \n \n \n \n \n Shared Acoustic Codes Underlie Emotional Communication in Music and Speech - Evidence from Deep Transfer Learning.\n \n \n \n\n\n \n Coutinho, E.; and Schuller, B.\n\n\n \n\n\n\n PLOS ONE, 12(e0179289): 1–24. June 2017.\n \n\n\n\n
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@Article{Coutinho17-SAC,\n  author    = {Coutinho, Eduardo and Schuller, Bj{\\"o}rn},\n  title     = {Shared Acoustic Codes Underlie Emotional Communication in Music and Speech - Evidence from Deep Transfer Learning},\n  journal   = {PLOS ONE},\n  year      = {2017},\n  volume    = {12},\n  number    = {e0179289},\n  pages     = {1--24},\n  month     = {June},\n  issue     = {6},\n  publisher = {Public Library of Science (PLoS)},\n}\n\n
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\n \n\n \n \n \n \n \n Deep recurrent music writer: Memory-enhanced variational autoencoder-based musical score composition and an objective measure.\n \n \n \n\n\n \n Sabathé, R.; Coutinho, E.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of International Joint Conference on Neural Networks (IJCNN), pages 3467–3474, May 2017. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{Sabathe17-DRM,\nauthor={Sabath{\\'e}, Romain and Coutinho, Eduardo and Schuller, Bj{\\"o}rn}, \nbooktitle={Proc.\\ of International Joint Conference on Neural Networks (IJCNN)}, \ntitle={Deep recurrent music writer: Memory-enhanced variational autoencoder-based musical score composition and an objective measure}, \nyear={2017}, \npages={3467--3474}, \nmonth={May},\n}\n\n
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\n \n\n \n \n \n \n \n Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multi-Feature Analysis.\n \n \n \n\n\n \n Qian, K.; Janott, C.; Pandit, V.; Zhang, Z.; Heiser, C.; Hohenhorst, W.; Herzog, M.; Hemmert, W.; and Schuller, B.\n\n\n \n\n\n\n IEEE Transactions on Biomedical Engineering, 64(8): 1731–1741. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@Article{Qian2017-COT,\n  Title                  = {Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multi-Feature Analysis},\n  Author                 = {Qian, Kun and Janott, Christoph and Pandit, Vedhas and Zhang, Zixing and Heiser, Clemens and Hohenhorst, Winfried and Herzog, Michael and Hemmert, Werner and Schuller, Bj{\\"o}rn},\n  Journal                = {IEEE Transactions on Biomedical Engineering},\n  Volume                 = {64},\n  Number                 = {8},\n  Year                   = {2017},\n  Pages                  = {1731--1741},\n  Publisher              = {IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Towards intoxicated speech recognition.\n \n \n \n\n\n \n Zhang, Z.; Weninger, F.; Wöllmer, M.; Han, J.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of International Joint Conference on Neural Networks (IJCNN), pages 1555–1559, 2017. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{Zhang2017-TIS,\n  title={Towards intoxicated speech recognition},\n  author={Zhang, Zixing and Weninger, Felix and W{\\"o}llmer, Martin and Han, Jing and Schuller, Bj{\\"o}rn},\n  booktitle={Proc.\\ of International Joint Conference on Neural Networks (IJCNN)},\n  pages={1555--1559},\n  year={2017},\n  Publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring.\n \n \n \n\n\n \n Schuller, B.; Steidl, S.; Batliner, A.; Bergelson, E.; Krajewski, J.; Janott, C.; Amatuni, A.; Casillas, M.; Seidl, A.; Soderstrom, M.; Warlaumont, A.; Hidalgo, G.; Schnieder, S.; Heiser, C.; Hohenhorst, W.; Herzog, M.; Schmitt, M.; Qian, K.; Zhang, Y.; Trigeorgis, G.; Tzirakis, P.; and Zafeiriou, S.\n\n\n \n\n\n\n In Proc.\\ of INTERSPEECH, Stockholm, Sweden, August 2017. ISCA\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{Schuller17-TI2,\n  author = {Bj\\"orn Schuller and Stefan Steidl and Anton Batliner and Elika Bergelson and Jarek Krajewski and  Christoph Janott and Andrei Amatuni and Marisa Casillas and Amanda Seidl and Melanie Soderstrom and Anne Warlaumont and Guillermo Hidalgo and Sebastian Schnieder and Clemens Heiser and Winfried Hohenhorst and Michael Herzog and Maximilian Schmitt and Kun Qian and Yue Zhang and George Trigeorgis and Panagiotis Tzirakis and Stefanos Zafeiriou},\n  title = {The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold \\& Snoring}, \n  booktitle = {Proc.\\ of INTERSPEECH}, \n  year = {2017},\n  address = {Stockholm, Sweden},\n  month = {August},\n  publisher = {ISCA},\n}\n\n
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\n \n\n \n \n \n \n \n Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation.\n \n \n \n\n\n \n Zhang, Y.; Weninger, F.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of INTERSPEECH, Stockholm, Sweden, August 2017. ISCA\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{Zhang17-CCO,\n  author = {Yue Zhang and Felix Weninger and Bj\\"orn Schuller},\n  title = {Cross-Domain Classification of Drowsiness in Speech: The Case of Alcohol Intoxication and Sleep Deprivation}, \n  booktitle = {Proc.\\ of INTERSPEECH}, \n  year = {2017},\n  address = {Stockholm, Sweden},\n  month = {August},\n  publisher = {ISCA},\n}\n\n
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\n \n\n \n \n \n \n \n A Paralinguistic Approach to Speaker Diarisation.\n \n \n \n\n\n \n Zhang, Y.; Weninger, F.; Liu, B.; Schmitt, M.; Eyben, F.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of ACM International Conference on Multimedia, Moutainview, CA, October 2017. ACM\n to appear\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{Zhang17-APA,\n  author    = {Yue Zhang and Felix Weninger and Boqing Liu and Maximilian Schmitt and Florian Eyben and Bj\\"orn Schuller},\n  title     = {A Paralinguistic Approach to Speaker Diarisation},\n  booktitle = {Proc.\\ of ACM International Conference on Multimedia},\n  year      = {2017},\n  address   = {Moutainview, CA},\n  month     = {October},\n  publisher = {ACM},\n  note      = {to appear},\n}\n\n
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\n \n\n \n \n \n \n \n \n Shared acoustic codes underlie emotional communication in music and speech-Evidence from deep transfer learning.\n \n \n \n \n\n\n \n Coutinho, E; and Schuller, B\n\n\n \n\n\n\n PLOS ONE, 12(ARTN e0179289). Jun 2017.\n \n\n\n\n
\n\n\n\n \n \n \"SharedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{Coutinho17-TL,\nauthor = {Coutinho, E and Schuller, B},\njournal = {PLOS ONE},\nmonth = {Jun},\nnumber = {ARTN e0179289},\ntitle = {Shared acoustic codes underlie emotional communication in music and speech-Evidence from deep transfer learning},\nurl = {http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2\\&SrcApp=PARTNER_APP\\&SrcAuth=LinksAMR\\&KeyUT=WOS:000404607900019\\&DestLinkType=FullRecord\\&DestApp=ALL_WOS\\&UsrCustomerID=f3ec48df247ee1138ccd8d3ba59bacc2},\nvolume = {12},\nyear = {2017},\ndoi = {10.1371/journal.pone.0179289},\nissn = {1932-6203},\nissue = {6},\nday = {28},\npublicationstatus = {published},\n}\n\n%% CNRS\n\n\n
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\n \n\n \n \n \n \n \n Automatic Measures to Characterise Verbal Alignment in Human-Agent Interaction.\n \n \n \n\n\n \n Duplessis, G. D.; Clavel, C.; and Landragin, F.\n\n\n \n\n\n\n In 18th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), pages 71–81, 2017. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{duplessis2017automatic,\n  title={Automatic Measures to Characterise Verbal Alignment in Human-Agent Interaction},\n  author={Duplessis, Guillaume Dubuisson and Clavel, Chlo{\\'e} and Landragin, Fr{\\'e}d{\\'e}ric},\n  booktitle={18th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)},\n  pages={71--81},\n  year={2017}\n}\n\n
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\n \n\n \n \n \n \n \n Beat gesture prediction using prosodic features.\n \n \n \n\n\n \n Jain, V.; Clavel, C.; and Pelachaud, C.\n\n\n \n\n\n\n In 3rd International Workshop on Virtual Social Interaction (VSI 2017), 2017. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{jain2017beat,\n  title={Beat gesture prediction using prosodic features},\n  author={Jain, Varun and Clavel, Chlo{\\'e} and Pelachaud, Catherine},\n  booktitle={3rd International Workshop on Virtual Social Interaction (VSI 2017)},\n  year={2017}\n}\n\n\n
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\n \n\n \n \n \n \n \n The NoXi Database: Multimodal Recordings of Mediated Novice-Expert Interactions.\n \n \n \n\n\n \n Cafaro, A.; Wagner, J.; Baur, T.; Dermouche, S.; Torres Torres, M.; Pelachaud, C.; André, E.; and Valstar, M. F.\n\n\n \n\n\n\n In Proceedings of the 19th International Conference on Multimodal Interaction, 2017. ACM, In press\n \n\n\n\n
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@inproceedings{Cafaro:2017,\nauthor={Cafaro, Angelo and Wagner, Johannes and Baur, Tobias and Dermouche, Soumia and Torres Torres, Mercedes and Pelachaud, Catherine    and  Andr{\\'e}, Elisabeth and Valstar, Michel F.},\ntitle={The NoXi Database: Multimodal Recordings of Mediated Novice-Expert Interactions}, \nbooktitle={Proceedings of the 19th International Conference on Multimodal Interaction},\nyear={2017},\norganization={ACM, In press}\n}\n\n
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\n \n\n \n \n \n \n \n Selecting and Expressing Communicative Functions in a SAIBA-Compliant Agent Framework.\n \n \n \n\n\n \n Cafaro, A.; Bruijnes, M.; van Waterschoot, J.; Pelachaud, C.; Theune, M.; and Heylen, D.\n\n\n \n\n\n\n In International Conference on Intelligent Virtual Agents, pages 73–82, 2017. Springer\n \n\n\n\n
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@inproceedings{cafaro2017selecting,\n  title={Selecting and Expressing Communicative Functions in a SAIBA-Compliant Agent Framework},\n  author={Cafaro, Angelo and Bruijnes, Merijn and van Waterschoot, Jelte and Pelachaud, Catherine and Theune, Mari{\\"e}t and Heylen, Dirk},\n  booktitle={International Conference on Intelligent Virtual Agents},\n  pages={73--82},\n  year={2017},\n  organization={Springer}\n}\n\n
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\n \n\n \n \n \n \n \n Infected Phonemes: How a Cold Impairs Speech on a Phonetic Level.\n \n \n \n\n\n \n Wagner, J.; Fraga-Silva, T.; Josse, Y.; Schiller, D.; Seiderer, A.; and André, E.\n\n\n \n\n\n\n Proc. Interspeech 2017,3457–3461. 2017.\n \n\n\n\n
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@article{wagner2017infected,\n  title={Infected Phonemes: How a Cold Impairs Speech on a Phonetic Level},\n  author={Wagner, Johannes and Fraga-Silva, Thiago and Josse, Yvan and Schiller, Dominik and Seiderer, Andreas and Andr{\\'e}, Elisabeth},\n  journal={Proc. Interspeech 2017},\n  pages={3457--3461},\n  year={2017}\n}\n\n\n
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\n \n\n \n \n \n \n \n A functional regression approach to facial landmark tracking.\n \n \n \n\n\n \n Sánchez-Lozano, E.; Tzimiropoulos, G.; Martinez, B.; De la Torre, F.; and Valstar, M.\n\n\n \n\n\n\n IEEE Transactions on Pattern Analysis and Machine Intelligence. 2017.\n \n\n\n\n
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@article{sanchez2017functional,\n  title={A functional regression approach to facial landmark tracking},\n  author={S{\\'a}nchez-Lozano, Enrique and Tzimiropoulos, Georgios and Martinez, Brais and De la Torre, Fernando and Valstar, Michel},\n  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},\n  year={2017},\n  publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Automatic analysis of facial actions: A survey.\n \n \n \n\n\n \n Martinez, B.; Valstar, M. F; Jiang, B.; and Pantic, M.\n\n\n \n\n\n\n IEEE Transactions on Affective Computing. 2017.\n \n\n\n\n
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@article{martinez2017automatic,\n  title={Automatic analysis of facial actions: A survey},\n  author={Martinez, Brais and Valstar, Michel F and Jiang, Bihan and Pantic, Maja},\n  journal={IEEE Transactions on Affective Computing},\n  year={2017},\n  publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n FERA 2017-Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge.\n \n \n \n\n\n \n Valstar, M. F; Sánchez-Lozano, E.; Cohn, J. F; Jeni, L. A; Girard, J. M; Zhang, Z.; Yin, L.; and Pantic, M.\n\n\n \n\n\n\n In Automatic Face & Gesture Recognition (FG 2017), 2017 12th IEEE International Conference on, 2017. IEEE\n \n\n\n\n
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@inproceedings{valstar2017fera,\n  title={FERA 2017-Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge},\n  author={Valstar, Michel F and S{\\'a}nchez-Lozano, Enrique and Cohn, Jeffrey F and Jeni, L{\\'a}szl{\\'o} A and Girard, Jeffrey M and Zhang, Zheng and Yin, Lijun and Pantic, Maja},\n  booktitle={Automatic Face \\& Gesture Recognition (FG 2017), 2017 12th IEEE International Conference on},\n  year={2017},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Fusing deep learned and hand-crafted features of appearance, shape, and dynamics for automatic pain estimation.\n \n \n \n\n\n \n Egede, J.; Valstar, M.; and Martinez, B.\n\n\n \n\n\n\n In Automatic Face & Gesture Recognition (FG 2017), 2017 12th IEEE International Conference on, 2017. IEEE\n \n\n\n\n
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@inproceedings{egede2017fusing,\n  title={Fusing deep learned and hand-crafted features of appearance, shape, and dynamics for automatic pain estimation},\n  author={Egede, Joy and Valstar, Michel and Martinez, Brais},\n  booktitle={Automatic Face \\& Gesture Recognition (FG 2017), 2017 12th IEEE International Conference on},\n  year={2017},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Automatic detection of ADHD and ASD from expressive behaviour in RGBD data.\n \n \n \n\n\n \n Jaiswal, S.; Valstar, M. F; Gillott, A.; and Daley, D.\n\n\n \n\n\n\n In Automatic Face & Gesture Recognition (FG 2017), 2017 12th IEEE International Conference on, pages 762–769, 2017. IEEE\n \n\n\n\n
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@inproceedings{jaiswal2017automatic,\n  title={Automatic detection of ADHD and ASD from expressive behaviour in RGBD data},\n  author={Jaiswal, Shashank and Valstar, Michel F and Gillott, Alinda and Daley, David},\n  booktitle={Automatic Face \\& Gesture Recognition (FG 2017), 2017 12th IEEE International Conference on},\n  pages={762--769},\n  year={2017},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n FERA 2017-Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge.\n \n \n \n\n\n \n Valstar, M. F; Sánchez-Lozano, E.; Cohn, J. F; Jeni, L. A; Girard, J. M; Zhang, Z.; Yin, L.; and Pantic, M.\n\n\n \n\n\n\n In Automatic Face & Gesture Recognition (FG 2017), 2017 12th IEEE International Conference on, 2017. IEEE\n \n\n\n\n
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@inproceedings{valstar2017fera,\n  title={FERA 2017-Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge},\n  author={Valstar, Michel F and S{\\'a}nchez-Lozano, Enrique and Cohn, Jeffrey F and Jeni, L{\\'a}szl{\\'o} A and Girard, Jeffrey M and Zhang, Zheng and Yin, Lijun and Pantic, Maja},\n  booktitle={Automatic Face \\& Gesture Recognition (FG 2017), 2017 12th IEEE International Conference on},\n  year={2017},\n  organization={IEEE}\n}\n\n
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\n  \n 2016\n \n \n (28)\n \n \n
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\n \n\n \n \n \n \n \n Assessing the Prosody of Non-Native Speakers of English: Measures and Feature Sets.\n \n \n \n\n\n \n Coutinho, E.; Hönig, F.; Zhang, Y.; Hantke, S.; Batliner, A.; Nöth, E.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of Language Resources and Evaluation Conference (LREC), pages 1328–1332, Portoroz, Slovenia, May 2016. ELRA\n \n\n\n\n
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@InProceedings{Coutinho16-ATP,\n  Title                    = {Assessing the Prosody of Non-Native Speakers of English: Measures and Feature Sets},\n  Author                   = {Coutinho, Eduardo and H{\\"o}nig, Florian and Zhang, Yue and Hantke, Simone and Batliner, Anton and N{\\"o}th, Elmar and Schuller, Bj{\\"o}rn},\n  Booktitle                = {Proc.\\ of Language Resources and Evaluation Conference (LREC)},\n  Year                     = {2016},\n\n  Address                  = {Portoroz, Slovenia},\n  Month                    = {May},\n  Pages                    = {1328--1332},\n  Publisher                = {ELRA}\n}\n\n
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\n \n\n \n \n \n \n \n Semi-Supervised Active Learning for Sound Classification in Hybrid Learning Environments.\n \n \n \n\n\n \n Han, W.; Coutinho, E.; Ruan, H.; Li, H.; and Schuller, B.\n\n\n \n\n\n\n PLoS ONE, 11(9): e0162075. 2016.\n \n\n\n\n
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@Article{Han16-SAL,\n  Title                    = {Semi-Supervised Active Learning for Sound Classification in Hybrid Learning Environments},\n  Author                   = {Wenjing Han and Eduardo Coutinho and Huabin Ruan and Haifeng Li and Bj\\"orn Schuller},\n  Journal                  = {PLoS ONE},\n  volume={11},\n  number={9},\n  pages={e0162075},\n  year={2016},\n  publisher={Public Library of Science}\n}\n\n
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\n \n\n \n \n \n \n \n Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks for Grapheme-to-Phoneme Conversion utilizing Complex Many-to-Many Alignments.\n \n \n \n\n\n \n Mousa, A. E.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of INTERSPEECH, pages 2836–2840, San Francisco, CA, September 2016. ISCA\n \n\n\n\n
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@InProceedings{Mousa16-DBL,\n  Title                    = {Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks for Grapheme-to-Phoneme Conversion utilizing Complex Many-to-Many Alignments},\n  Author                   = {Amr El-Desoky Mousa and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of INTERSPEECH},\n  Year                     = {2016},\n\n  Address                  = {San Francisco, CA},\n  Month                    = {September},\n  Pages                    = {2836--2840},\n  Publisher                = {ISCA}\n}\n\n
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\n \n\n \n \n \n \n \n The INTERSPEECH 2016 Computational Paralinguistics Challenge: Deception & Sincerity.\n \n \n \n\n\n \n Schuller, B.; Steidl, S.; Batliner, A.; Hirschberg, J.; Burgoon, J. K.; Baird, A.; Elkins, A.; Zhang, Y.; Coutinho, E.; and Evanini, K.\n\n\n \n\n\n\n In Proc.\\ of INTERSPEECH, pages 2001–2005, San Francisco, CA, September 2016. ISCA\n \n\n\n\n
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@InProceedings{Schuller16-TI2,\n  Title                    = {The INTERSPEECH 2016 Computational Paralinguistics Challenge: Deception \\& Sincerity},\n  Author                   = {Bj\\"orn Schuller and Stefan Steidl and Anton Batliner and Julia Hirschberg and Judee K.\\ Burgoon and Alice Baird and Aaron Elkins and Yue Zhang and Eduardo Coutinho and Keelan Evanini},\n  Booktitle                = {Proc.\\ of INTERSPEECH},\n  Year                     = {2016},\n\n  Address                  = {San Francisco, CA},\n  Month                    = {September},\n  Pages                    = {2001--2005},\n  Publisher                = {ISCA}\n}\n\n
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\n \n\n \n \n \n \n \n Deep Canonical Time Warping.\n \n \n \n\n\n \n Trigeorgis, G.; Nicolaou, M. A.; Zafeiriou, S.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pages 5110–5118, Las Vegas, NV, June 2016. IEEE\n \n\n\n\n
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@InProceedings{Trigeorgis16-DCT,\n  Title                    = {Deep Canonical Time Warping},\n  Author                   = {George Trigeorgis and Mihalis A.\\ Nicolaou and Stefanos Zafeiriou and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},\n  Year                     = {2016},\n\n  Address                  = {Las Vegas, NV},\n  Month                    = {June},\n  Pages                    = {5110--5118},\n  Publisher                = {IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Adieu Features? End-to-End Speech Emotion Recognition using a Deep Convolutional Recurrent Network.\n \n \n \n\n\n \n Trigeorgis, G.; Ringeval, F.; Brückner, R.; Marchi, E.; Nicolaou, M.; Schuller, B.; and Zafeiriou, S.\n\n\n \n\n\n\n In Proc.\\ of ICASSP, pages 5200–5204, Shanghai, P.\\,R.\\ China, March 2016. IEEE\n \n\n\n\n
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@InProceedings{Trigeorgis16-AFE,\n  Title                    = {Adieu Features? End-to-End Speech Emotion Recognition using a Deep Convolutional Recurrent Network},\n  Author                   = {George Trigeorgis and Fabien Ringeval and Raymond Br\\"uckner and Erik Marchi and Mihalis Nicolaou and Bj\\"orn Schuller and Stefanos Zafeiriou},\n  Booktitle                = {Proc.\\ of ICASSP},\n  Year                     = {2016},\n\n  Address                  = {Shanghai, P.\\,R.\\ China},\n  Month                    = {March},\n  Pages                    = {5200--5204},\n  Publisher                = {IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Towards Human-Like Holisitc Machine Perception of Speaker States and Traits.\n \n \n \n\n\n \n Zhang, Y.; Liu, Y.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of the Human-Like Computing Machine Intelligence Workshop (MI20-HLC), Windsor, U.\\,K., October 2016. Springer\n 3 pages\n\n\n\n
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@InProceedings{Zhang16-THH,\n  Title                    = {Towards Human-Like Holisitc Machine Perception of Speaker States and Traits},\n  Author                   = {Yue Zhang and Yifan Liu and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of the Human-Like Computing Machine Intelligence Workshop (MI20-HLC)},\n  Year                     = {2016},\n\n  Address                  = {Windsor, U.\\,K.},\n  Month                    = {October},\n  Note                     = {3 pages},\n  Publisher                = {Springer}\n}\n\n
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\n \n\n \n \n \n \n \n Language Proficiency Assessment of English L2 Speakers Based on Joint Analysis of Prosody and Native Language.\n \n \n \n\n\n \n Zhang, Y.; Weninger, F.; Batliner, A.; Hönig, F.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of ACM International Conference on Multimodal Interaction (ICMI), Tokyo, Japan, November 2016. ACM\n 274–278\n\n\n\n
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@InProceedings{Zhang16-LPA,\n  Title                    = {Language Proficiency Assessment of English L2 Speakers Based on Joint Analysis of Prosody and Native Language},\n  Author                   = {Yue Zhang and Felix Weninger and Anton Batliner and Florian H\\"onig and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of ACM International Conference on Multimodal Interaction (ICMI)},\n  Year                     = {2016},\n\n  Address                  = {Tokyo, Japan},\n  Month                    = {November},\n  Note                     = {274--278},\n  Publisher                = {ACM}\n}\n\n
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\n \n\n \n \n \n \n \n Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective.\n \n \n \n\n\n \n Zhang, Y.; Weninger, F.; Ren, Z.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of INTERSPEECH, pages 2041–2045, San Francisco, CA, September 2016. ISCA\n \n\n\n\n
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@InProceedings{Zhang16-SAD,\n  Title                    = {Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective},\n  Author                   = {Yue Zhang and Felix Weninger and Zhao Ren and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of INTERSPEECH},\n  Year                     = {2016},\n\n  Address                  = {San Francisco, CA},\n  Month                    = {September},\n  Pages                    = {2041--2045},\n  Publisher                = {ISCA}\n}\n\n
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\n \n\n \n \n \n \n \n Semi-autonomous Data Enrichment Based on Cross-task Labelling of Missing Targets for Holistic Speech Analysis.\n \n \n \n\n\n \n Zhang, Y.; Zhou, Y.; Shen, J.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of ICASSP, pages 6090–6094, Shanghai, P.\\,R.\\ China, March 2016. IEEE\n \n\n\n\n
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@InProceedings{Zhang16-SDE,\n  Title                    = {Semi-autonomous Data Enrichment Based on Cross-task Labelling of Missing Targets for Holistic Speech Analysis},\n  Author                   = {Yue Zhang and Yuxiang Zhou and Jie Shen and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of ICASSP},\n  Year                     = {2016},\n\n  Address                  = {Shanghai, P.\\,R.\\ China},\n  Month                    = {March},\n  Pages                    = {6090--6094},\n  Publisher                = {IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Enhanced Semi-Supervised Learning for Multimodal Emotion Recognition.\n \n \n \n\n\n \n Zhang, Z.; Ringeval, F.; Dong, B.; Coutinho, E.; Marchi, E.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of ICASSP, pages 5185–5189, Shanghai, P.\\,R.\\ China, March 2016. IEEE\n \n\n\n\n
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@InProceedings{Zhang16-ESL,\n  Title                    = {Enhanced Semi-Supervised Learning for Multimodal Emotion Recognition},\n  Author                   = {Zixing Zhang and Fabien Ringeval and Bin Dong and Eduardo Coutinho and Erik Marchi and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of ICASSP},\n  Year                     = {2016},\n\n  Address                  = {Shanghai, P.\\,R.\\ China},\n  Month                    = {March},\n  Pages                    = {5185--5189},\n  Publisher                = {IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks.\n \n \n \n\n\n \n Zhang, Z.; Ringeval, F.; Han, J.; Deng, J.; Marchi, E.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of INTERSPEECH, pages 3593–3597, San Francisco, CA, September 2016. ISCA\n \n\n\n\n
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@InProceedings{Zhang16-FRI,\n  Title                    = {Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks},\n  Author                   = {Zixing Zhang and Fabien Ringeval and Jing Han and Jun Deng and Erik Marchi and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of INTERSPEECH},\n  Year                     = {2016},\n\n  Address                  = {San Francisco, CA},\n  Month                    = {September},\n  Pages                    = {3593--3597},\n  Publisher                = {ISCA}\n}\n\n
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\n \n\n \n \n \n \n \n Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices.\n \n \n \n\n\n \n Schmitt, M.; Marchi, E.; Ringeval, F.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of ITG Symposium on Speech Communication (ITG SC), pages 264–268, Paderborn, Germany, 2016. VDE, IEEE\n \n\n\n\n
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@InProceedings{Schmitt16-TCA,\n  title={Towards Cross-lingual Automatic Diagnosis of Autism Spectrum\nCondition in Children's Voices},\n  author={Schmitt, Maximilian and Marchi, Erik and Ringeval, Fabien and Schuller, Bj{\\"o}rn},\n  booktitle={Proc.\\ of ITG Symposium on Speech Communication (ITG SC)},\n  pages={264--268},\n  year={2016},\n  address={Paderborn, Germany},\n  organization={VDE},\n  publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Sequence-based multimodal behavior modeling for social agents.\n \n \n \n\n\n \n Dermouche, S.; and Pelachaud, C.\n\n\n \n\n\n\n In Proceedings of the 18th ACM International Conference on Multimodal Interaction, pages 29–36, 2016. ACM\n \n\n\n\n
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@inproceedings{dermouche2016sequence,\n  title={Sequence-based multimodal behavior modeling for social agents},\n  author={Dermouche, Soumia and Pelachaud, Catherine},\n  booktitle={Proceedings of the 18th ACM International Conference on Multimodal Interaction},\n  pages={29--36},\n  year={2016},\n  organization={ACM}\n}\n\n
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\n \n\n \n \n \n \n \n Modeling User’s Social Attitude in a Conversational System.\n \n \n \n\n\n \n Baur, T.; Schiller, D.; and André, E.\n\n\n \n\n\n\n In Emotions and Personality in Personalized Services, pages 181–199. Springer, 2016.\n \n\n\n\n
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@incollection{baur2016modeling,\n  title={Modeling User’s Social Attitude in a Conversational System},\n  author={Baur, Tobias and Schiller, Dominik and Andr{\\'e}, Elisabeth},\n  booktitle={Emotions and Personality in Personalized Services},\n  pages={181--199},\n  year={2016},\n  publisher={Springer}\n}\n\n\n
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\n \n\n \n \n \n \n \n MobileSSI: Asynchronous fusion for social signal interpretation in the wild.\n \n \n \n\n\n \n Flutura, S.; Wagner, J.; Lingenfelser, F.; Seiderer, A.; and André, E.\n\n\n \n\n\n\n In Proceedings of the 18th ACM International Conference on Multimodal Interaction, pages 266–273, 2016. ACM\n \n\n\n\n
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@inproceedings{flutura2016mobilessi,\n  title={MobileSSI: Asynchronous fusion for social signal interpretation in the wild},\n  author={Flutura, Simon and Wagner, Johannes and Lingenfelser, Florian and Seiderer, Andreas and Andr{\\'e}, Elisabeth},\n  booktitle={Proceedings of the 18th ACM International Conference on Multimodal Interaction},\n  pages={266--273},\n  year={2016},\n  organization={ACM}\n}\n\n
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\n \n\n \n \n \n \n \n Laughter detection in the wild: demonstrating a tool for mobile social signal processing and visualization.\n \n \n \n\n\n \n Flutura, S.; Wagner, J.; Lingenfelser, F.; Seiderer, A.; and André, E.\n\n\n \n\n\n\n In Proceedings of the 18th ACM International Conference on Multimodal Interaction, pages 406–407, 2016. ACM\n \n\n\n\n
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@inproceedings{flutura2016laughter,\n  title={Laughter detection in the wild: demonstrating a tool for mobile social signal processing and visualization},\n  author={Flutura, Simon and Wagner, Johannes and Lingenfelser, Florian and Seiderer, Andreas and Andr{\\'e}, Elisabeth},\n  booktitle={Proceedings of the 18th ACM International Conference on Multimodal Interaction},\n  pages={406--407},\n  year={2016},\n  organization={ACM}\n}\n\n
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\n \n\n \n \n \n \n \n Ask Alice: An Artificial Retrieval of Information Agent.\n \n \n \n\n\n \n Valstar, M.; Baur, T.; Cafaro, A.; Ghitulescu, A.; Potard, B.; Wagner, J.; André, E.; Durieu, L.; Aylett, M.; Dermouche, S.; and others\n\n\n \n\n\n\n In Proceedings of the 18th ACM International Conference on Multimodal Interaction, pages 419–420, 2016. ACM\n \n\n\n\n
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@inproceedings{valstar2016ask,\n  title={Ask Alice: An Artificial Retrieval of Information Agent},\n  author={Valstar, Michel and Baur, Tobias and Cafaro, Angelo and Ghitulescu, Alexandru and Potard, Blaise and Wagner, Johannes and Andr{\\'e}, Elisabeth and Durieu, Laurent and Aylett, Matthew and Dermouche, Soumia and others},\n  booktitle={Proceedings of the 18th ACM International Conference on Multimodal Interaction},\n  pages={419--420},\n  year={2016},\n  organization={ACM}\n}\n\n
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\n \n\n \n \n \n \n \n Avec 2016: Depression, mood, and emotion recognition workshop and challenge.\n \n \n \n\n\n \n Valstar, M.; Gratch, J.; Schuller, B.; Ringeval, F.; Lalanne, D.; Torres Torres, M.; Scherer, S.; Stratou, G.; Cowie, R.; and Pantic, M.\n\n\n \n\n\n\n In Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, pages 3–10, 2016. ACM\n \n\n\n\n
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@inproceedings{valstar2016avec,\n  title={Avec 2016: Depression, mood, and emotion recognition workshop and challenge},\n  author={Valstar, Michel and Gratch, Jonathan and Schuller, Bj{\\"o}rn and Ringeval, Fabien and Lalanne, Dennis and Torres Torres, Mercedes and Scherer, Stefan and Stratou, Giota and Cowie, Roddy and Pantic, Maja},\n  booktitle={Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge},\n  pages={3--10},\n  year={2016},\n  organization={ACM}\n}\n\n
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\n \n\n \n \n \n \n \n Cascaded continuous regression for real-time incremental face tracking.\n \n \n \n\n\n \n Sánchez-Lozano, E.; Martinez, B.; Tzimiropoulos, G.; and Valstar, M.\n\n\n \n\n\n\n In European Conference on Computer Vision, pages 645–661, 2016. Springer International Publishing\n \n\n\n\n
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@inproceedings{sanchez2016cascaded,\n  title={Cascaded continuous regression for real-time incremental face tracking},\n  author={S{\\'a}nchez-Lozano, Enrique and Martinez, Brais and Tzimiropoulos, Georgios and Valstar, Michel},\n  booktitle={European Conference on Computer Vision},\n  pages={645--661},\n  year={2016},\n  organization={Springer International Publishing}\n}\n\n
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\n \n\n \n \n \n \n \n Topic switch models for dialogue management in virtual humans.\n \n \n \n\n\n \n Zhu, W.; Chowanda, A.; and Valstar, M.\n\n\n \n\n\n\n In International Conference on Intelligent Virtual Agents, pages 407–411, 2016. Springer International Publishing\n \n\n\n\n
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@inproceedings{zhu2016topic,\n  title={Topic switch models for dialogue management in virtual humans},\n  author={Zhu, Wenjue and Chowanda, Andry and Valstar, Michel},\n  booktitle={International Conference on Intelligent Virtual Agents},\n  pages={407--411},\n  year={2016},\n  organization={Springer International Publishing}\n}\n\n
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\n \n\n \n \n \n \n \n Playing with social and emotional game companions.\n \n \n \n\n\n \n Chowanda, A.; Flintham, M.; Blanchfield, P.; and Valstar, M.\n\n\n \n\n\n\n In International Conference on Intelligent Virtual Agents, pages 85–95, 2016. Springer International Publishing\n \n\n\n\n
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@inproceedings{chowanda2016playing,\n  title={Playing with social and emotional game companions},\n  author={Chowanda, Andry and Flintham, Martin and Blanchfield, Peter and Valstar, Michel},\n  booktitle={International Conference on Intelligent Virtual Agents},\n  pages={85--95},\n  year={2016},\n  organization={Springer International Publishing}\n}\n\n
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\n \n\n \n \n \n \n \n Computational models of emotion, personality, and social relationships for interactions in games.\n \n \n \n\n\n \n Chowanda, A.; Blanchfield, P.; Flintham, M.; and Valstar, M.\n\n\n \n\n\n\n In Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, pages 1343–1344, 2016. International Foundation for Autonomous Agents and Multiagent Systems\n \n\n\n\n
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@inproceedings{chowanda2016computational,\n  title={Computational models of emotion, personality, and social relationships for interactions in games},\n  author={Chowanda, Andry and Blanchfield, Peter and Flintham, Martin and Valstar, Michel},\n  booktitle={Proceedings of the 2016 International Conference on Autonomous Agents \\& Multiagent Systems},\n  pages={1343--1344},\n  year={2016},\n  organization={International Foundation for Autonomous Agents and Multiagent Systems}\n}\n\n
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\n \n\n \n \n \n \n \n Cascaded regression with sparsified feature covariance matrix for facial landmark detection.\n \n \n \n\n\n \n Sánchez-Lozano, E.; Martinez, B.; and Valstar, M. F\n\n\n \n\n\n\n Pattern Recognition Letters, 73: 19–25. 2016.\n \n\n\n\n
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@article{sanchez2016cascaded,\n  title={Cascaded regression with sparsified feature covariance matrix for facial landmark detection},\n  author={S{\\'a}nchez-Lozano, Enrique and Martinez, Brais and Valstar, Michel F},\n  journal={Pattern Recognition Letters},\n  volume={73},\n  pages={19--25},\n  year={2016},\n  publisher={North-Holland}\n}\n\n
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\n \n\n \n \n \n \n \n Cascaded regression with sparsified feature covariance matrix for facial landmark detection.\n \n \n \n\n\n \n Sánchez-Lozano, E.; Martinez, B.; and Valstar, M. F\n\n\n \n\n\n\n Pattern Recognition Letters, 73: 19–25. 2016.\n \n\n\n\n
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@article{sanchez2016cascaded,\n  title={Cascaded regression with sparsified feature covariance matrix for facial landmark detection},\n  author={S{\\'a}nchez-Lozano, Enrique and Martinez, Brais and Valstar, Michel F},\n  journal={Pattern Recognition Letters},\n  volume={73},\n  pages={19--25},\n  year={2016},\n  publisher={North-Holland}\n}\n\n
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\n \n\n \n \n \n \n \n L 2, 1-based regression and prediction accumulation across views for robust facial landmark detection.\n \n \n \n\n\n \n Martinez, B.; and Valstar, M. F\n\n\n \n\n\n\n Image and Vision Computing, 47: 36–44. 2016.\n \n\n\n\n
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@article{martinez20162,\n  title={L 2, 1-based regression and prediction accumulation across views for robust facial landmark detection},\n  author={Martinez, Brais and Valstar, Michel F},\n  journal={Image and Vision Computing},\n  volume={47},\n  pages={36--44},\n  year={2016},\n  publisher={Elsevier}\n}\n\n
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\n \n\n \n \n \n \n \n Deep learning the dynamic appearance and shape of facial action units.\n \n \n \n\n\n \n Jaiswal, S.; and Valstar, M.\n\n\n \n\n\n\n In Applications of Computer Vision (WACV), 2016 IEEE Winter Conference on, pages 1–8, 2016. IEEE\n \n\n\n\n
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@inproceedings{jaiswal2016deep,\n  title={Deep learning the dynamic appearance and shape of facial action units},\n  author={Jaiswal, Shashank and Valstar, Michel},\n  booktitle={Applications of Computer Vision (WACV), 2016 IEEE Winter Conference on},\n  pages={1--8},\n  year={2016},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Chalearn looking at people and faces of the world: Face analysis workshop and challenge 2016.\n \n \n \n\n\n \n Escalera, S.; Torres Torres, M.; Martinez, B.; Baró, X.; Jair Escalante, H.; Guyon, I.; Tzimiropoulos, G.; Corneou, C.; Oliu, M.; Ali Bagheri, M.; and others\n\n\n \n\n\n\n In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pages 1–8, 2016. \n \n\n\n\n
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@inproceedings{escalera2016chalearn,\n  title={Chalearn looking at people and faces of the world: Face analysis workshop and challenge 2016},\n  author={Escalera, Sergio and Torres Torres, Mercedes and Martinez, Brais and Bar{\\'o}, Xavier and Jair Escalante, Hugo and Guyon, Isabelle and Tzimiropoulos, Georgios and Corneou, Ciprian and Oliu, Marc and Ali Bagheri, Mohammad and others},\n  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops},\n  pages={1--8},\n  year={2016}\n}\n\n\n
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\n  \n 2015\n \n \n (19)\n \n \n
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\n \n\n \n \n \n \n \n Does my Speech Rock? Automatic Assessment of Public Speaking Skills.\n \n \n \n\n\n \n Azaı̈s, Lucas; Payan, A.; Sun, T.; Vidal, G.; Zhang, T.; Coutinho, E.; Eyben, F.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of INTERSPEECH, pages 2519–2523, Dresden, Germany, September 2015. ISCA\n \n\n\n\n
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@InProceedings{Azais15-DMS,\n  Title                    = {Does my Speech Rock? Automatic Assessment of Public Speaking Skills},\n  Author                   = {Aza{\\"\\i}s, Lucas and Payan, Adrien and Sun, Tianjiao and Vidal, Guillaume and Zhang, Tina and Coutinho, Eduardo and Eyben, Florian and Schuller, Bj{\\"o}rn},\n  Booktitle                = {Proc.\\ of INTERSPEECH},\n  Year                     = {2015},\n\n  Address                  = {Dresden, Germany},\n  Month                    = {September},\n  Pages                    = {2519--2523},\n  Publisher                = {ISCA}\n}\n\n
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\n \n\n \n \n \n \n \n Automatic estimation of biosignals from the human voice.\n \n \n \n\n\n \n Coutinho, E.; and Schuller, B.\n\n\n \n\n\n\n Science, Special Supplement on Advances in Computational Psychophysiology, 350(6256): 114:48–50. October 2015.\n \n\n\n\n
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@Article{Coutinho15-AEO,\n  Title                    = {Automatic estimation of biosignals from the human voice},\n  Author                   = {Coutinho, Eduardo and Schuller, Bj{\\"o}rn},\n  Journal                  = {Science, Special Supplement on Advances in Computational Psychophysiology},\n  Year                     = {2015},\n\n  Month                    = {October},\n  Number                   = {6256},\n  Pages                    = {114:48--50},\n  Volume                   = {350},\n\n  Publisher                = {AAAS}\n}\n\n
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\n \n\n \n \n \n \n \n Automatically Estimating Emotion in Music with Deep Long-Short Term Memory Recurrent Neural Networks.\n \n \n \n\n\n \n Coutinho, E.; Trigeorgis, G.; Zafeiriou, S.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of MediaEval Multimedia Benchmark Workshop, satellite of INTERSPEECH, volume 1436, Wurzen, Germany, September 2015. CEUR\n \n\n\n\n
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@InProceedings{Coutinho15-AEE,\n  author    = {Coutinho, Eduardo and Trigeorgis, George and Zafeiriou, Stefanos and Schuller, Bj{\\"o}rn},\n  title     = {Automatically Estimating Emotion in Music with Deep Long-Short Term Memory Recurrent Neural Networks},\n  booktitle = {Proc.\\ of MediaEval Multimedia Benchmark Workshop, satellite of INTERSPEECH},\n  year      = {2015},\n  volume    = {1436},\n  address   = {Wurzen, Germany},\n  month     = {September},\n  publisher = {CEUR},\n}\n\n
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\n \n\n \n \n \n \n \n Classifying Emotion-Antecedent Appraisal in Brain Activity using Machine Learning Methods.\n \n \n \n\n\n \n Gentsch, K.; Coutinho, E.; Eyben, F.; Schuller, B.; and Scherer, K. R.\n\n\n \n\n\n\n In Proc.\\ of International Society for Research on Emotions Conference (ISRE), Geneva, Switzerland, July 2015. ISRE\n 1 page\n\n\n\n
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@InProceedings{Gentsch15-CEA,\n  Title                    = {Classifying Emotion-Antecedent Appraisal in Brain Activity using Machine Learning Methods},\n  Author                   = {Kornelia Gentsch and Eduardo Coutinho and Florian Eyben and Bj\\"orn Schuller and Klaus R.\\ Scherer},\n  Booktitle                = {Proc.\\ of International Society for Research on Emotions Conference (ISRE)},\n  Year                     = {2015},\n\n  Address                  = {Geneva, Switzerland},\n  Month                    = {July},\n  Note                     = {1 page},\n  Publisher                = {ISRE}\n}\n\n
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\n \n\n \n \n \n \n \n Non-Linear Prediction with LSTM Recurrent Neural Networks for Acoustic Novelty Detection.\n \n \n \n\n\n \n Marchi, E.; Vesperini, F.; Weninger, F.; Eyben, F.; Squartini, S.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of International Joint Conference on Neural Networks (IJCNN), Killarney, Ireland, July 2015. IEEE\n \n\n\n\n
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@InProceedings{Marchi15-NPW,\n  Title                    = {Non-Linear Prediction with LSTM Recurrent Neural Networks for Acoustic Novelty Detection},\n  Author                   = {Erik Marchi and Fabio Vesperini and Felix Weninger and Florian Eyben and Stefano Squartini and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of International Joint Conference on Neural Networks (IJCNN)},\n  Year                     = {2015},\n\n  Address                  = {Killarney, Ireland},\n  Month                    = {July},\n  Publisher                = {IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Bird Sounds Classification by Large Scale Acoustic Features and Extreme Learning Machine.\n \n \n \n\n\n \n Qian, K.; Zhang, Z.; Ringeval, F.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of IEEE Global Conference on Signal and Information Processing (GlobalSIP), pages 1317–1321, Orlando, FL, December 2015. IEEE\n \n\n\n\n
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@InProceedings{Qian15-BSC,\n  Title                    = {Bird Sounds Classification by Large Scale Acoustic Features and Extreme Learning Machine},\n  Author                   = {Kun Qian and Zixing Zhang and Fabien Ringeval and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of IEEE Global Conference on Signal and Information Processing (GlobalSIP)},\n  Year                     = {2015},\n\n  Address                  = {Orlando, FL},\n  Month                    = {December},\n  Pages                    = {1317--1321},\n  Publisher                = {IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Face Reading from Speech �- Predicting Facial Action Units from Audio Cues.\n \n \n \n\n\n \n Ringeval, F.; Marchi, E.; Méhu, M.; Scherer, K.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of INTERSPEECH, pages 1977–1981, Dresden, Germany, September 2015. ISCA\n \n\n\n\n
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@InProceedings{Ringeval15-FRF,\n  Title                    = {Face Reading from Speech �- Predicting Facial Action Units from Audio Cues},\n  Author                   = {Fabien Ringeval and Erik Marchi and Marc M\\'ehu and Klaus Scherer and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of INTERSPEECH},\n  Year                     = {2015},\n\n  Address                  = {Dresden, Germany},\n  Month                    = {September},\n  Pages                    = {1977--1981},\n  Publisher                = {ISCA}\n}\n\n
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\n \n\n \n \n \n \n \n AVEC 2015: The 5th International Audio/Visual Emotion Challenge and Workshop.\n \n \n \n\n\n \n Ringeval, F.; Schuller, B.; Valstar, M.; Cowie, R.; and Pantic, M.\n\n\n \n\n\n\n In Proc.\\ of ACM International Conference on Multimedia, pages 1335–1336, Brisbane, Australia, October 2015. ACM\n \n\n\n\n
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@InProceedings{Ringeval15-A2Ta,\n  Title                    = {AVEC 2015: The 5th International Audio/Visual Emotion Challenge and Workshop},\n  Author                   = {Fabien Ringeval and Bj\\"orn Schuller and Michel Valstar and Roddy Cowie and Maja Pantic},\n  Booktitle                = {Proc.\\ of ACM International Conference on Multimedia},\n  Year                     = {2015},\n\n  Address                  = {Brisbane, Australia},\n  Month                    = {October},\n  Pages                    = {1335--1336},\n  Publisher                = {ACM}\n}\n\n
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\n \n\n \n \n \n \n \n AV+EC 2015 �- The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data.\n \n \n \n\n\n \n Ringeval, F.; Schuller, B.; Valstar, M.; Jaiswal, S.; Marchi, E.; Lalanne, D.; Cowie, R.; and Pantic, M.\n\n\n \n\n\n\n In Proc.\\ of International Workshop on Audio/Visual Emotion Challenge, pages 3–8, Brisbane, Australia, October 2015. ACM\n \n\n\n\n
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@InProceedings{Ringeval15-A2T,\n  Title                    = {AV+EC 2015 �- The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data},\n  Author                   = {Fabien Ringeval and Bj\\"orn Schuller and Michel Valstar and Shashank Jaiswal and Erik Marchi and Denis Lalanne and Roddy Cowie and Maja Pantic},\n  Booktitle                = {Proc.\\ of International Workshop on Audio/Visual Emotion Challenge},\n  Year                     = {2015},\n\n  Address                  = {Brisbane, Australia},\n  Month                    = {October},\n  Pages                    = {3--8},\n  Publisher                = {ACM}\n}\n\n
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\n \n\n \n \n \n \n \n Exploring the Importance of Individual Differences to the Automatic Estimation of Emotions Induced by Music.\n \n \n \n\n\n \n \n\n\n \n\n\n\n In Proc.\\ of International Workshop on Audio/Visual Emotion Challenge (AVEC), 2015. \n \n\n\n\n
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\n \n\n \n \n \n \n \n Building Autonomous Sensitive Artificial Listeners (Extended Abstract).\n \n \n \n\n\n \n Schröder, M.; Bevacqua, E.; Cowie, R.; Eyben, F.; Gunes, H.; Heylen, D.; ter Maat, M.; McKeown, G.; Pammi, S.; Pantic, M.; Pelachaud, C.; Schuller, B.; de Sevin, E.; Valstar, M.; and Wöllmer, M.\n\n\n \n\n\n\n In Proc.\\ of Conference on Affective Computing and Intelligent Interaction (ACII), pages 456–462, Xi'an, P.\\,R.\\ China, September 2015. IEEE\n \n\n\n\n
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@InProceedings{Schroeder15-BAS,\n  Title                    = {Building Autonomous Sensitive Artificial Listeners (Extended Abstract)},\n  Author                   = {Marc Schr\\"oder and Elisabetta Bevacqua and Roddy Cowie and Florian Eyben and Hatice Gunes and Dirk Heylen and Mark ter Maat and Gary McKeown and Sathish Pammi and Maja Pantic and Catherine Pelachaud and Bj\\"orn Schuller and Etienne de Sevin and Michel Valstar and Martin W\\"ollmer},\n  Booktitle                = {Proc.\\ of Conference on Affective Computing and Intelligent Interaction (ACII)},\n  Year                     = {2015},\n\n  Address                  = {Xi'an, P.\\,R.\\ China},\n  Month                    = {September},\n  Pages                    = {456--462},\n  Publisher                = {IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Speech Analysis in the Big Data Era.\n \n \n \n\n\n \n Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of International Conference on Text, Speech and Dialogue, volume 9302, of Lecture Notes in Computer Science (LNCS), pages 3–11. Springer, September 2015.\n \n\n\n\n
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@InCollection{Schuller15-SAI,\n  Title                    = {Speech Analysis in the Big Data Era},\n  Author                   = {Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of International Conference on Text, Speech and Dialogue},\n  Publisher                = {Springer},\n  Year                     = {2015},\n  Month                    = {September},\n  Pages                    = {3--11},\n  Series                   = {Lecture Notes in Computer Science (LNCS)},\n  Volume                   = {9302}\n}\n\n
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\n \n\n \n \n \n \n \n Sentiment Analysis and Opinion Mining: On Optimal Parameters and Performances.\n \n \n \n\n\n \n Schuller, B.; Mousa, A. E.; and Vasileios, V.\n\n\n \n\n\n\n WIREs Data Mining and Knowledge Discovery, 5: 255–263. September 2015.\n \n\n\n\n
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@Article{Schuller15-SAA,\n  Title                    = {Sentiment Analysis and Opinion Mining: On Optimal Parameters and Performances},\n  Author                   = {Bj\\"orn Schuller and Amr El-Desoky Mousa and Vryniotis Vasileios},\n  Journal                  = {WIREs Data Mining and Knowledge Discovery},\n  Year                     = {2015},\n\n  Month                    = {September},\n  Pages                    = {255--263},\n  Volume                   = {5},\n\n  Publisher                = {Wiley}\n}\n\n
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\n \n\n \n \n \n \n \n A deep matrix factorization method for learning attribute representations.\n \n \n \n\n\n \n Trigeorgis, G.; Bousmalis, K.; Zafeiriou, S.; and Schuller, B.\n\n\n \n\n\n\n arxiv.org, (1509.03248). September 2015.\n 15 pages\n\n\n\n
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@Article{Trigeorgis15-ADM,\n  Title                    = {A deep matrix factorization method for learning attribute representations},\n  Author                   = {George Trigeorgis and Konstantinos Bousmalis and Stefanos Zafeiriou and Bj\\"orn Schuller},\n  Journal                  = {arxiv.org},\n  Year                     = {2015},\n\n  Month                    = {September},\n  Note                     = {15 pages},\n  Number                   = {1509.03248},\n\n  Publisher                = {arXiv}\n}\n\n
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\n \n\n \n \n \n \n \n The ICL-TUM-PASSAU approach for the MediaEval 2015 ``Affective Impact of Movies'' Task.\n \n \n \n\n\n \n Trigeorgis, G.; Coutinho, E.; Ringeval, F.; Marchi, E.; Zafeiriou, S.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of MediaEval Multimedia Benchmark Workshop, satellite of INTERSPEECH, volume 1436, Wurzen, Germany, September 2015. CEUR\n \n\n\n\n
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@InProceedings{Trigeorgis15-TIA,\n  Title                    = {The ICL-TUM-PASSAU approach for the MediaEval 2015 ``Affective Impact of Movies'' Task},\n  Author                   = {George Trigeorgis and Eduardo Coutinho and Fabien Ringeval and Erik Marchi and Stefanos Zafeiriou and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of MediaEval Multimedia Benchmark Workshop, satellite of INTERSPEECH},\n  Year                     = {2015},\n\n  Address                  = {Wurzen, Germany},\n  Month                    = {September},\n  Publisher                = {CEUR},\n  Volume                   = {1436}\n}\n\n
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\n \n\n \n \n \n \n \n On Rater Reliability and Agreement Based Dynamic Active Learning.\n \n \n \n\n\n \n Zhang, Y.; Coutinho, E.; Zhang, Z.; Adam, M.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of Affective Computing and Intelligent Interaction (ACII), pages 70–76, Xi'an, P.\\,R.\\ China, September 2015. IEEE\n \n\n\n\n
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@InProceedings{Zhang15-ORR,\n  Title                    = {On Rater Reliability and Agreement Based Dynamic Active Learning},\n  Author                   = {Yue Zhang and Eduardo Coutinho and Zixing Zhang and Michael Adam and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of Affective Computing and Intelligent Interaction (ACII)},\n  Year                     = {2015},\n\n  Address                  = {Xi'an, P.\\,R.\\ China},\n  Month                    = {September},\n  Pages                    = {70--76},\n  Publisher                = {IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Agreement-based Dynamic Active Learning with Least and Medium Certainty Query Strategy.\n \n \n \n\n\n \n Zhang, Y.; Coutinho, E.; Zhang, Z.; Quan, C.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of Advances in Active Learning: Bridging Theory and Practice Workshop held in conjunction with the International Conference on Machine Learning (ICML), Lille, France, July 2015. IMLS\n \n\n\n\n
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@InProceedings{Zhang15-ADA,\n  author    = {Yue Zhang and Eduardo Coutinho and Zixing Zhang and Caijiao Quan and Bj\\"orn Schuller},\n  title     = {Agreement-based Dynamic Active Learning with Least and Medium Certainty Query Strategy},\n  booktitle = {Proc.\\ of Advances in Active Learning: Bridging Theory and Practice Workshop held in conjunction with the International Conference on Machine Learning (ICML)},\n  year      = {2015},\n  address   = {Lille, France},\n  month     = {July},\n  publisher = {IMLS},\n}\n\n
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\n \n\n \n \n \n \n \n Dynamic Active Learning Based on Agreement and Applied to Emotion Recognition in Spoken Interactions.\n \n \n \n\n\n \n Zhang, Y.; Coutinho, E.; Zhang, Z.; Quan, C.; and Schuller, B.\n\n\n \n\n\n\n In Proc.\\ of International Conference on Multimodal Interaction (ICMI), pages 275–278, Seattle, WA, November 2015. ACM\n \n\n\n\n
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@InProceedings{Zhang15-DAL,\n  Title                    = {Dynamic Active Learning Based on Agreement and Applied to Emotion Recognition in Spoken Interactions},\n  Author                   = {Yue Zhang and Eduardo Coutinho and Zixing Zhang and Caijiao Quan and Bj\\"orn Schuller},\n  Booktitle                = {Proc.\\ of International Conference on Multimodal Interaction (ICMI)},\n  Year                     = {2015},\n\n  Address                  = {Seattle, WA},\n  Month                    = {November},\n  Pages                    = {275--278},\n  Publisher                = {ACM}\n}\n\n
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\n \n\n \n \n \n \n \n Context-Aware Automated Analysis and Annotation of Social Human-Agent Interactions.\n \n \n \n\n\n \n Baur, T.; Mehlmann, G.; Damian, I.; Lingenfelser, F.; Wagner, J.; Lugrin, B.; André, E.; and Gebhard, P.\n\n\n \n\n\n\n ACM Transactions on Interactive Intelligent Systems (TiiS), 5(2): 11. 2015.\n \n\n\n\n
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@article{baur2015context,\n  title={Context-Aware Automated Analysis and Annotation of Social Human-Agent Interactions},\n  author={Baur, Tobias and Mehlmann, Gregor and Damian, Ionut and Lingenfelser, Florian and Wagner, Johannes and Lugrin, Birgit and Andr{\\'e}, Elisabeth and Gebhard, Patrick},\n  journal={ACM Transactions on Interactive Intelligent Systems (TiiS)},\n  volume={5},\n  number={2},\n  pages={11},\n  year={2015},\n  publisher={ACM}\n}\n\n\n\n
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