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Scientific disciplines, such as Behavioural Psychology, Anthropology and recently Social Signal Processing are concerned with the systematic exploration of human behaviour.
Tracing emotion: An overview
R. Cowie, G. McKeown, and E. Douglas-Cowie · 1947
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Exploring fusion methods for multimodal emotion recognition with missing data
J. Wagner, F. Lingenfelser, E. André, J. Kim, and T. Vogt · 1949
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Coefficient alpha and the internal structure of tests
L. J. Cronbach · 1951
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A coefficient of agreement for nominal scales
J. Cohen · 1960
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On getting a word in edgewise
V. H. Yngve · 1970
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Fundamentals of Speech Recognition
L. Rabiner and B.-H. Juang · 1993
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’feeltrace’: An instrument for recording perceived emotion in real time
R. Cowie, E. Douglas-Cowie, S. Savvidou*, E. McMahon, M. Sawey, and M. Schröder · 2000
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A new emotion database: Considerations, sources and scope
E. Douglas-Cowie, R. Cowie, and M. Schröder · 2000
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The Expressive Pattern of Laughter
W. Ruch and P. Ekman · 2001
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Using uh and um in spontaneous speaking
H. H. Clark · 2002
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Support vector machine active learning with applications to text classification
S. Tong and D. Koller · 2002
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On human machine cooperative learning control
M. Dong and Z. Sun · 2003
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Emotional speech: Towards a new generation of databases
E. Douglas-Cowie, N. Campbell, R. Cowie, and P. Roach · 2003
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Interactive machine learning
J. A. Fails and D. R. Olsen, Jr · 2003
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Laughter Detection in Meetings
L. Kennedy and D. P. W. Ellis · 2004
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Emotion recognition based on phoneme classes
C. M. Lee, S. Yildirim, M. Bulut, A. Kazemzadeh, C. Busso, Z. Deng, S. Lee, and S. Narayanan · 2004
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Transcribing and annotating spoken language with exmaralda
T. Schmidt · 2004
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Identifying units in interaction: Reactive tokens in korean and english conversations
R. F. Young and J. Lee · 2004
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DaFEx: Database of facial expressions
A. Battocchi, F. Pianesi, and D. Goren-Bar · 2005
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A database of german emotional speech
F. Burkhardt, A. Paeschke, M. Rolfes, W. F. Sendlmeier, and B. Weiss · 2005
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Comparative evaluation of various mfcc implementations on the speaker verification task
T. Ganchev, N. Fakotakis, and G. Kokkinakis · 2005
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Comparing feature sets for acted and spontaneous speech in view of automatic emotion recognition
T. Vogt and E. André · 2005
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Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
I. H. Witten and E. Frank · 2005
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Semi-supervised learning literature survey
X. Zhu · 2005
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Speech emotion recognition using MFCCs extracted from a mobile terminal based on ETSI front end
F. Beritelli, S. Casale, A. Russo, S. Serrano, and D. Ettorre · 2006
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Emotion recognition in spontaneous speech using GMMs
D. Neiberg, K. Elenius, and K. Laskowski · 2006
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Elan: A professional framework for multimodality research
P. Wittenburg, H. Brugman, A. Russel, A. Klassmann, and H. Sloetjes · 2006
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The HUMAINE database: Addressing the collection and annotation of naturalistic and induced emotional data
E. Douglas-Cowie, R. Cowie, I. Sneddon, C. Cox, O. Lowry, M. McRorie, J.-C. Martin, L. Devillers, S. Abrilian, A. Batliner, N. Amir, and K. Karpouzis · 2007
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Automatic laughter detection using neural networks
M. T. Knox and N. Mirghafori · 2007
Cited alongside, same era.
Human Computing and Machine Understanding of Human Behavior: A Survey , pages 47–71
M. Pantic, A. Pentland, A. Nijholt, and T. S. Huang · 2007
Cited alongside, same era.
Social signal processing
A. Pentland · 2007
Cited alongside, same era.
The relevance of feature type for the automatic classification of emotional user states: low level descriptors and functionals
B. Schuller, A. Batliner, D. Seppi, S. Steidl, T. Vogt, J. Wagner, L. Devillers, L. Vidrascu, N. Amir, L. Kessous, and V. Aharonson · 2007
Cited alongside, same era.
How to distinguish posed from spontaneous smiles using geometric features
M. F. Valstar, H. Gunes, and M. Pantic · 2007
Cited alongside, same era.
IEMOCAP: interactive emotional dyadic motion capture database
C. Busso, M. Bulut, C.-C. Lee, A. Kazemzadeh, E. Mower, S. Kim, J. N. Chang, S. Lee, and S. Narayanan · 2008
Bridging the gap between social animal and unsocial machine: A survey of social signal processing
A. V. Vinciarelli, M. Pantic, D. Heylen, C. Pelachaud, I. Poggi, F. D’ericco, and M. Schroeder · 2012
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Recent developments in opensmile, the munich open-source multimedia feature extractor
F. Eyben, F. Weninger, F. Gross, and B. Schuller · 2013
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Anvil: The video annotation research tool
M. Kipp · 2013
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Emotion recognition in speech using MFCC and wavelet features
K. K. Kishore and K. P. Satish · 2013
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repovizz: A framework for remote storage, browsing, annotation, and exchange of multi-modal data
O. Mayor, Q. Llimona, M. Marchini, P. Papiotis, and E. Maestre · 2013
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The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism
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Cited alongside, same era.
The sensitive artificial listner: an induction technique for generating emotionally coloured conversation
E. Douglas-Cowie, R. Cowie, C. Cox, N. Amier, and D. Heylen · 2008
Cited alongside, same era.
Liblinear: A library for large linear classification
R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, and C.-J. Lin · 2008
Cited alongside, same era.
The vera am mittag german audio-visual emotional speech database
M. Grimm, K. Kroschel, and S. Narayanan · 2008
Cited alongside, same era.
Static and dynamic modelling for the recognition of non-verbal vocalisations in conversational speech
B. Schuller, F. Eyben, and G. Rigoll · 2008
Cited alongside, same era.
Exploring semi-supervised and active learning for activity recognition
M. Stikic, K. V. Laerhoven, and B. Schiele · 2008
Cited alongside, same era.
Social signal processing: state-of-the-art and future perspectives of an emerging domain
A. Vinciarelli, M. Pantic, H. Bourlard, and A. Pentland · 2008
Cited alongside, same era.
B. Schuller, S. Steidl, A. Batliner, A. Vinciarelli, K. R. Scherer, F. Ringeval, M. Chetouani, F. Weninger, F. Eyben, E. Marchi, M. Mortillaro, H. Salamin, A. Polychroniou, F. Valente, and S. Kim · 2013
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Power to the people: The role of humans in interactive machine learning
S. Amershi, M. Cakmak, W. B. Knox, and T. Kulesza · 2014
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An insight into multimodal databases for social signal processing: acquisition, efforts, and directions
A. Eerekoviae · 2014
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Carma: Software for continuous affect rating and media annotation
J. M. Girard · 2014
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An event driven fusion approach for enjoyment recognition in real-time
F. Lingenfelser, J. Wagner, E. André, G. McKeown, and W. Curran · 2014
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Modeltracker: Redesigning performance analysis tools for machine learning
S. Amershi, M. Chickering, S. M. Drucker, B. Lee, P. Simard, and J. Suh · 2015
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Context-aware automated analysis and annotation of social human-agent interactions
T. Baur, G. Mehlmann, I. Damian, F. Lingenfelser, J. Wagner, B. Lugrin, E. André, and P. Gebhard · 2015
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Flock: Hybrid crowd-machine learning classifiers
J. Cheng and M. S. Bernstein · 2015
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ihearu-play: Introducing a game for crowdsourced data collection for affective computing
S. Hantke, F. Eyben, T. Appel, and B. Schuller · 2015
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Combining hierarchical classification with frequency weighting for the recognition of eating conditions
J. Wagner, A. Seiderer, F. Lingenfelser, and E. André · 2015
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Dynamic active learning based on agreement and applied to emotion recognition in spoken interactions
Y. Zhang, E. Coutinho, Z. Zhang, C. Quan, and B. Schuller · 2015
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Agreement-based dynamic active learning with least and medium certainty query strategy
Y. Zhang, E. Coutinho, Z. Zhang, C. Quan, and B. Schuller · 2015
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Openface: an open source facial behavior analysis toolkit
T. Baltrušaitis, P. Robinson, and L.-P. Morency · 2016
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Modeling user’s social attitude in a conversational system
T. Baur, D. Schiller, and E. André · 2016
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Challenges of applying machine learning to qualitative coding
N.-C. Chen, R. Kocielnik, M. Drouhard, V. Peña-Araya, J. Suh, K. Cen, X. Zheng, and C. R. Aragon · 2016
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DARMA: Dual Axis Rating and Media Annotation
J. M. Girard and A. G. C. Wright · 2016
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The CAMOMILE collaborative annotation platform for multi-modal, multi-lingual and multi-media documents
J. Poignant, M. Budnik, H. Bredin, C. Barras, M. Stefas, P. Bruneau, G. Adda, L. Besacier, H. K. Ekenel, G. Francopoulo, J. Hernando, J. Mariani, R. Morros, G. Quénot, S. Rosset, and T. Tamisier · 2016
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Ask alice: An artificial retrieval of information agent
M. F. Valstar, T. Baur, A. Cafaro, A. Ghitulescu, B. Potard, J. Wagner, E. André, L. Durieu, M. Aylett, S. Dermouche, C. Pelachaud, E. Coutinho, B. Schuller, Y. Zhang, D. Heylen, M. Theune, and J. van Waterschoot · 2016
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The noxi database: Multimodal recordings of mediated novice-expert interactions
A. Cafaro, J. Wagner, T. Baur, S. Dermouche, M. Torres Torres, C. Pelachaud, E. André, and M. F. Valstar · 2017
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I-sed: An interactive sound event detector
B. Kim and B. Pardo · 2017
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Building naturalistic emotionally balanced speech corpus by retrieving emotional speech from existing podcast recordings
R. Lotfian and C. Busso · 2017
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Revisiting unreasonable effectiveness of data in deep learning era
C. Sun, A. Shrivastava, S. Singh, and A. Gupta · 2017
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