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Recognizing An Individual, Their Topic Of Conversation, And Cultural Background From 3D Body Movement ...
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Abstract:
The 3D body movement signals captured during human-human conversation include clues not only to the content of people’s communication but also to their culture and personality. This paper is concerned with automatic extraction of this information from body movement signals. For the purpose of this research, we collected a novel corpus from 27 subjects, arranged them into groups according to their culture. We arranged each group into pairs and each pair communicated with each other about different topics. A state-of-art recognition system is applied to the problems of person, culture, and topic recognition. We borrowed modeling, classification, and normalization techniques from speech recognition. We used Gaussian Mixture Modeling (GMM) as the main technique for building our three systems, obtaining 77.78%, 55.47%, and 39.06% from the person, culture, and topic recognition systems respectively. In addition, we combined the above GMM systems with Support Vector Machines (SVM) to obtain 85.42%, 62.50%, and ... : {"references": ["R. A., Bolt, \"Put that there: Voice and gesture at the graphics interface\",\nComputer Graphics, vol. 14(3), pp. 262-270, 1980", "D. McNeil, \"Hand and Mind: What gestures Reveal about Thought\",\np.37, 1992", "D. McNeill, \"So You Think Gestures are Nonverbal?\", Psychological\nreview, vol. 92 (3), p. 350, 1985", "M. Rehm, N. Bee, and E. Andr\u00e9, \"Wave like an Egyptian: accelerometer\nbased gesture recognition for culture specific interactions\", In\nProceedings of the 22nd British HCI Group Annual Conference on\nPeople and Computers: Culture, Creativity, Interaction, vol. 1, pp. 13-\n22, 2008.", "F. Cavicchio and S. Kita, \"English/Italian Bilinguals Switch Gesture\nParameters when they Switch Languages\" in The Proceedings of Tilburg\nGesture Research Meeting, pp. 305-309, 2013", "G. W. Allport, \"Personality: A psychological Interpretation\", New York:\nHolt, 1937", "S. Bird, S. Browning, R. Moore and M. J. Russell, \"Dialogue move\nrecognition using topic spotting techniques\", ...
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Keyword:
3D Body Movement Signals; Culture Recognition; Person Recognition; Topic Recognition; Variability Compensation.
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URL: https://dx.doi.org/10.5281/zenodo.1099504 https://zenodo.org/record/1099504
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42 |
Technicolour deceit : a sensory basis for the study of colour-based lures
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43 |
Silent Spatialized Communication Among Dispersed Forces
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In: DTIC (2015)
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44 |
Crowdsourcing Intelligence to Combat Terrorism: Harnessing Bottom-Up Collection to Prevent Lone-Wolf Terror Attacks
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In: DTIC (2015)
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45 |
The discourse value of social signals at topic change moments ; Proceedings of the 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015)
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46 |
Auditory selective attention is enhanced by a task-irrelevant temporally coherent visual stimulus in human listeners
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In: ELIFE , 4 (ARTN e04) (2015) (2015)
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47 |
Gesture Mimicry in Expression of Laughter
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In: In: 2015 International Conference on Affective Computing and Intelligent Interaction (ACII). (pp. pp. 677-683). IEEE: Xi'an, China. (2015) (2015)
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48 |
Rethinking constructed action
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In: Sign Language & Linguistics , 18 (2) pp. 167-204. (2015) (2015)
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Other-initiated repair in Yélî Dnye: Seeing eye-to-eye in the language of Rossel Island
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In: Open Linguistics, Vol 1, Iss 1 (2015) (2015)
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50 |
Метаязыковые механизмы описания взглядов и мимических движений (глаза и брови) как невербальных сигналов
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A pragmatic communication model for way-finding instructions ...
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52 |
Characterization of the Voice Source by the DCT for Speaker Information
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54 |
The Social Origins of Language
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In: Studies in the Evolution of Language: Vol.19. Oxford University Press: Oxford. (2014) (2014)
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55 |
Antonin artaud: a crueldade pelos desenhos e autorretratos
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Azevedo, Gerlúzia de Oliveira. - : Universidade Federal do Rio Grande do Norte, 2014. : BR, 2014. : UFRN, 2014. : Programa de Pós-Graduação em Ciências Sociais, 2014. : Desenvolvimento Regional; Cultura e Representações, 2014
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56 |
Tutoring Robots
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In: IFIP Advances in Information and Communication Technology ; 9th International Summer Workshop on Multimodal Interfaces (eNTERFACE) ; https://hal.inria.fr/hal-01350740 ; 9th International Summer Workshop on Multimodal Interfaces (eNTERFACE), Jul 2013, Lisbon, Portugal. pp.80-113, ⟨10.1007/978-3-642-55143-7_4⟩ (2013)
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ФОНЕТИКО-АКУСТИЧЕСКИЙ ПАРАМЕТР АКТУАЛИЗАЦИИ АНГЛИЙСКОГО РАЗГОВОРНОГО МЕТАДИСКУРСА
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Шавалиева, Елена. - : Евразийский лингвистический институт в г. Иркутске – филиал ФГБОУ ВПО «МГЛУ», 2013
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Unsupervised sentiment analysis with emotional signals
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In: http://www.public.asu.edu/~xiahu/papers/www13.pdf (2013)
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Improving the accessibility of digital documents for visually impaired users : Contributions of the Textual Architecture Model
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In: Universal Access in Human-Computer Interaction : Applications and Services for Quality of Life ; 7th International Conference on Universal Access in Human-Computer Interaction(UAHCI 2013) held as part of Human-Computer Interaction 2013 ; https://hal.archives-ouvertes.fr/hal-01264527 ; 7th International Conference on Universal Access in Human-Computer Interaction(UAHCI 2013) held as part of Human-Computer Interaction 2013, Jul 2013, Las Vegas, NV, United States. pp. 399-407 (2013)
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ЛИНГВИСТИЧЕСКИЕ СИГНАЛЫ НАЧАЛА И КОНЦА СЛОЖНОГО СИНТАКСИЧЕСКОГО ЦЕЛОГО В ПРОЗЕ К.Г. АБРАМОВА
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Водясова, Любовь; Уткина, Татьяна. - : Государственное образовательное учреждение высшего профессионального образования "Челябинский государственный педагогический университет", 2013
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