TY - GEN
T1 - Honest signals in the recognition of functional relational roles in meetings
AU - Lepri, Bruno
AU - Pianesi, Fabio
AU - Mani, Ankur
AU - Pentland, Alex
PY - 2009
Y1 - 2009
N2 - In this paper we focus on the usage of honest signals for the automatic recognition of functional relational roles. We consider 16 speech honest signal features, along with three fidgeting visual features, and investigate their potential for role classification comparing: a) different labeling convention for relational roles, b) the contribution of honest signals' class to classification, and c) independent vs. joint classification of task and social roles, in order to understand the extent to which the redundancy between the task and socio roles can be exploited for classification.
AB - In this paper we focus on the usage of honest signals for the automatic recognition of functional relational roles. We consider 16 speech honest signal features, along with three fidgeting visual features, and investigate their potential for role classification comparing: a) different labeling convention for relational roles, b) the contribution of honest signals' class to classification, and c) independent vs. joint classification of task and social roles, in order to understand the extent to which the redundancy between the task and socio roles can be exploited for classification.
UR - http://www.scopus.com/inward/record.url?scp=70350587020&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=70350587020&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:70350587020
SN - 9781577354116
T3 - AAAI Spring Symposium - Technical Report
SP - 31
EP - 36
BT - Human Behavior Modeling - Papers from the AAAI Spring Symposium
T2 - Human Behavior Modeling - Papers from the AAAI Spring Symposium
Y2 - 23 March 2009 through 25 March 2009
ER -