This volume brings together the invited papers and selected participants' contributions presented at the International NATO-ASI Summer School on “Fundamentals of Verbal and Nonverbal Communication and the Biometrical Issue”, held in Vietri sul Mare, Italy, September 2–12, 2006. The School was jointly organized by the Faculty of Science and the Faculty of Psychology of the SECOND UNIVERSITY OF NAPLESCasertaItalythe INTERNATIONAL INSTITUTE for ADVANCED SCIENTIFIC STUDIES “Eduardo R. Caianiello” (IIASS), Vietri sul Mare, Italy, the ETTORE MAJORANA FOUNDATION and CENTRE FOR SCIENTIFIC CULTURE (EMFCSC), Erice, Italy, and the Department of Physics, UNIVERSITY OF SALERNO, Italy. The School was a NATO event, and although it was mainly sponsored by the NATO Programme SECURITY THROUGH SCIENCE, it also received contributions from the INTERNATIONAL SPEECH COMMUNICATION SOCIETY (ISCA) and the INTERNATIONAL SOCIETY OF PHONETIC SCIENCES (ISPhS), as well as from the abovementioned organizing Institutions. The main theme of the school was the fundamental features of verbal and nonverbal communication and their relationships with the identification of a person, his/her socio-cultural background and personal traits. The problem of understanding human behaviour in terms of personal traits, and the possibility of an algorithmic implementation that exploits personal traits to identify a person unambiguously, are among the great challenges of modern science and technology. On the one hand, there is the theoretical question of what makes each individual unique among all others that share similar traits, and what makes a culture unique among various cultures. On the other hand, there is the technological need to be able to protect people from individual disturbance and dangerous behaviour that could damage an entire community. As regards to the problem of understanding human behaviour, one of the most interesting research areas is that related to human interaction and face-to-face communication. It is in this context that knowledge is shared and personal traits acquire their significance. In the past decade, a number of different research communities within the psychological and computational sciences have tried to characterize human behaviour in face-to-face communication through several features that describe relationships between facial expressions and prosodic/voice quality; differences between formal and informal communication modes; cultural differences and individual and socio-cultural variations; stable personality traits and their degree of expressiveness and emphasis, as well as the individuation of emotional and psychological states of the interlocutors. There has been substantial progress in these different communities and surprising convergence, and the growing interest of researchers in understanding the essential unity of the field makes the current intellectual climate an ideal one for organizing a Summer School devoted to the study of verbal and nonverbal aspects of face-to-face communication and of how they could be used to characterize individual behaviour. The basic intention of the event was to provide broad coverage of the major developments in the area of biometrics as well as the recent research on verbal and nonverbal features exploited in face-to-face communication. The focus of the lectures and the discussions was primarily on deepening the connections between the emerging field of technology devoted to the identification of individuals using biological traits (such as voice, face, fingerprints, and iris recognition) and the fundamentals of verbal and nonverbal communication which includes facial expressions, tones of voice, gestures, eye contact, spatial arrangements, patterns of touch, expressive movement, cultural differences, and other “nonverbal” acts. The main objective of the organizers was to bring together some of the leading experts from both fields and, by presenting recent advances in the two disciplines, provide an opportunity for cross-fertilization of ideas and for mapping out territory for future research and possible cooperation. The lectures and discussions clearly revealed that research in biometrics could profit from a deeper connection with the field of verbal and nonverbal communication, where personal traits are analyzed in the context of human interaction and the communication Gestalt. Several key aspects were considered, such as the integration of algorithms and procedures for the recognition of emotional states, gesture, speech and facial expressions, in anticipation of the implementation of other useful applications such as intelligent avatars and interactive dialog systems. Features of verbal and nonverbal communication were studied in detail and their links to mathematics and statistics were made clear with the aim of identifying useful models for biometric applications. Recent advances in biometrics application were presented, [ABSTRACT FROM AUTHOR]