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Automatic Motherese Detection for Face-to-Face Interaction Analysis [chapter]

Ammar Mahdhaoui, Mohamed Chetouani, Cong Zong, Raquel Sofia Cassel, Catherine Saint-Georges, Marie-Christine Laznik, Sandra Maestro, Fabio Apicella, Filippo Muratori, David Cohen
2009 Lecture Notes in Computer Science  
In this work, we show the robustness of approaches to automatic discrimination between infant-directed speech and normal directed speech.  ...  This paper deals with emotional speech detection in home movies.  ...  System Description This work aims at designing an automatic detection system for the analysis of parent-infant interaction. This system will provide an independent classification of the utterances.  ... 
doi:10.1007/978-3-642-00525-1_25 fatcat:wx2og73yvjewnbkzgs3upczgxa

How Social Signal Processing (SSP) Can Help Assessment of Bonding Phenomena in Developmental Psychology? [chapter]

Emilie Delaherche, Sofiane Boucenna, Mohamed Chetouani, David Cohen
2013 Smart Innovation, Systems and Technologies  
) and characteristics that participates to interpersonal exchanges (e.g. motherese, emotional prosody or faces).  ...  However, the study of early interaction is complex and Social Signal Processing (SSP) can help in addressing some issues.  ...  Motherese: An Emotional Based Process for Sustaining Mother-Infant Interaction Given the role of motherese in early interaction of typically developing children [13] , we aimed to explore whether or not  ... 
doi:10.1007/978-3-642-35467-0_34 fatcat:6p3haxfbvrbmxlufgxkxydvpfy

Emotional speech characterization based on multi-features fusion for face-to-face interaction

Ammar Mahdhaoui, Fabien Ringeval, Mohamed Chetouani
2009 2009 3rd International Conference on Signals, Circuits and Systems (SCS)  
This strategy is applied to a real-life application: detection of Italian motherese in authentic and longitudinal parent-infant interaction at home.  ...  The study of nonverbal communication has focused on face-to-face interaction since that the behaviors of communicators play a major role during social interaction and transport information between the  ...  For the analysis of the role of infant-directed speech during interaction, we developed an automatic motherese detection system [16, 17] .  ... 
doi:10.1109/icscs.2009.5412691 fatcat:dxq3r2ealfavfhc2fp4j3o5fwm

Computerized home video detection for motherese may help to study impaired interaction between infants who become autistic and their parents

Ammar Mahdhaoui, Mohamed Chetouani, Raquel S. Cassel, Catherine Saint-Georges, Erika Parlato, Marie Christine Laznik, Fabio Apicella, Filippo Muratori, Sandra Maestro, David Cohen
2011 International Journal of Methods in Psychiatric Research  
approach we used to develop a computerized algorithm to detect motherese in home videos; (3) the best configuration performance of the detector in extracting motherese from home video sequences (accuracy  ...  Here we describe (1) a developmental hypothesis focusing on the possible implication of motherese impoverishment during the course of parent-infant interactions as a possible co-factor; (2) the methodological  ...  The current study was supported by a grant (n°2008005170) from the Fondation de France given to MC and DC. Declaration of interest statement The authors have no competing interests.  ... 
doi:10.1002/mpr.332 pmid:21574205 fatcat:wcmuyn5dvfghlevop7j637ae5q

A Recipe for Empathy

Angelica Lim, Hiroshi G. Okuno
2014 International Journal of Social Robotics  
To test our hypothesis, we implemented a robot called MEI (multimodal emotional intelligence) with these functions, and allowed it to interact with human caregivers using comfort and approval motherese  ...  Importantly, this is the first emotion system to recognize adult emotional voices after training only with motherese, suggesting that this specific parental behavior may help build emotional intelligence  ...  analysis.  ... 
doi:10.1007/s12369-014-0262-y fatcat:hfwmzuypjbb53g5saf3gvzveh4

Behavior and interaction imaging at 9 months of age predict autism/intellectual disability in high-risk infants with West syndrome

Lisa Ouss, Giuseppe Palestra, Catherine Saint-Georges, Marluce Leitgel Gille, Mohamed Afshar, Hugues Pellerin, Kevin Bailly, Mohamed Chetouani, Laurence Robel, Bernard Golse, Rima Nabbout, Isabelle Desguerre (+2 others)
2020 Translational Psychiatry  
Automated behavior analysis are promising tools to overcome current assessment limitations in psychiatry.  ...  These data indicate that behavioral and interaction imaging was able to predict ASD/ID in high-risk children with WS.  ...  The sponsors had no involvement in the study design, data analysis, or interpretation of the results.  ... 
doi:10.1038/s41398-020-0743-8 pmid:32066713 fatcat:cxewktearnfnplpcaczhg5uici

Time-Scale Feature Extractions for Emotional Speech Characterization

Mohamed Chetouani, Ammar Mahdhaoui, Fabien Ringeval
2009 Cognitive Computation  
This strategy is applied to a real-world application: detection of Italian motherese in authentic and longitudinal parent-infant interaction at home.  ...  Emotional speech characterization is an important issue for the understanding of interaction.  ...  For the analysis of the role of infantdirected speech during interaction, we developed an automatic motherese detection system [30, 32] .  ... 
doi:10.1007/s12559-009-9016-9 fatcat:gxmttfmq7rb4bdehpg5la5suni

Private emotions versus social interaction: a data-driven approach towards analysing emotion in speech

Anton Batliner, Stefan Steidl, Christian Hacker, Elmar Nöth
2007 User modeling and user-adapted interaction  
Two-dimensional solutions based on acoustic and linguistic features that were used for automatic classification of these emotional states are interpreted along the same lines.  ...  The confusion matrices of these labels were used in a Non-Metrical Multi-dimensional Scaling to display two dimensions; the first we interpret as VALENCE, the second, however, not as AROUSAL but as INTERACTION  ...  We want to thank three anonymous reviewers for their comments The responsibility for the contents of this study lies with the authors.  ... 
doi:10.1007/s11257-007-9039-4 fatcat:mzgap7qm3rhj3ocnyzjcsvnayq

Motherese in Interaction: At the Cross-Road of Emotion and Cognition? (A Systematic Review)

Catherine Saint-Georges, Mohamed Chetouani, Raquel Cassel, Fabio Apicella, Ammar Mahdhaoui, Filippo Muratori, Marie-Christine Laznik, David Cohen, Atsushi Senju
2013 PLoS ONE  
Various aspects of motherese also known as infant-directed speech (IDS) have been studied for many years.  ...  crucial for IDS production and prolongation.  ...  These links may be responsible for infants' sensitivity to motherese and music [173] . Finally, IDS highlights mother-infant adjustments during interactions.  ... 
doi:10.1371/journal.pone.0078103 pmid:24205112 pmcid:PMC3800080 fatcat:qp6cx6rnxbhuhp7dwotbhl4ur4

How can multimodal cues from child-directed interaction reduce learning complexity in robots?

Katharina J. Rohlfing, Jannik Fritsch, Britta Wrede, Tanja Jungmann
2006 Advanced Robotics  
The presented findings pave the way to automatically detect when to imitate in a demonstration task.  ...  Our algorithmic approach towards automatically detecting the task structure in child-designed input demonstrates the potential impact of insights from developmental learning on robotics.  ...  We also would like to acknowledge the families who participated in our Motionese project, as well as Kerstin Kickert, Annika Peters and Benni Reichelt for their help in data collection.  ... 
doi:10.1163/156855306778522532 fatcat:q55iovaopnboddyxmyjs266wky

Probabilistic Perception, Empathy, and Dynamic Homeostasis: Insights in Autism Spectrum Disorders and Conduct Disorders

Jean Marc Guilé
2014 Frontiers in Public Health  
If typically-developed neonates are fully equipped to automatically and synchronously interact with their human environment, conduct disorders (CD) and autism spectrum disorders (ASD) present with impairments  ...  Empathy is an adaptive response to these environmental challenges, which contributes to reaching proper dynamic homeostasis and development.  ...  As a consequence, automatically elicited implicit detection and response processes tend to vanish over the course of infant development to be replaced by contextually developed more adaptive mechanisms  ... 
doi:10.3389/fpubh.2014.00004 pmid:24479115 pmcid:PMC3902472 fatcat:ndyngcjwlvhphkv5bvly46ewy4

Prelinguistic evolution in early hominins: whence motherese?

Dean Falk
2004 Behavioral and Brain Sciences  
These data, along with paleoanthropological evidence, suggest that prelinguistic vocal substrates for protolanguage that had prosodic features similar to contemporary motherese evolved as the trend for  ...  In order to formulate hypotheses about the evolutionary underpinnings that preceded the first glimmerings of language, mother-infant gestural and vocal interactions are compared in chimpanzees and humans  ...  ACKNOWLEDGMENTS Preparation of this commentary was supported by the NRW Nachwuchsgruppenförderung (awarded to Stefan Knecht) and by the Stiftung Neuromedizin/Neuromedical Foundation, Muenster, Germany.  ... 
pmid:15773427 fatcat:k4wlhja2t5hcvafjqkovjr4txi

Prelinguistic evolution in early hominins: Whence motherese?

Dean Falk
2004 Behavioral and Brain Sciences  
ACKNOWLEDGMENTS Preparation of this commentary was supported by the NRW Nachwuchsgruppenförderung (awarded to Stefan Knecht) and by the Stiftung Neuromedizin/Neuromedical Foundation, Muenster, Germany.  ...  not face-to-face.  ...  Falk's review of modern motherese infers that the automatic modulation of vocalizations when addressing infants is very similar to the automatic changes in voice that occur when a vocalizer of any species  ... 
doi:10.1017/s0140525x04000111 fatcat:65rsisilszhuzh2rmnrp5wj42i

Survey on AI-Based Multimodal Methods for Emotion Detection [chapter]

Catherine Marechal, Dariusz Mikołajewski, Krzysztof Tyburek, Piotr Prokopowicz, Lamine Bougueroua, Corinne Ancourt, Katarzyna Węgrzyn-Wolska
2019 Msphere  
We focus on the impact of emotion analysis and state of the arts of multimodal emotion detection.  ...  Automatic emotion recognition constitutes one of the great challenges providing new tools for more objective and quicker diagnosis, communication and research.  ...  Automatic Facial Emotion The human face, as a modality for emotion detection takes a dominant position in the study of affect.  ... 
doi:10.1007/978-3-030-16272-6_11 fatcat:fzyhqntc7rb3fdsic4fzsippzq

Social signal processing for studying parent–infant interaction

Marie Avril, Chloë Leclère, Sylvie Viaux, Stéphane Michelet, Catherine Achard, Sylvain Missonnier, Miri Keren, David Cohen, Mohamed Chetouani
2014 Frontiers in Psychology  
interaction and a smooth interactive dialog.The results suggest that the current method might be promising for future studies.  ...  Automatic social signal processing theoretically offers the possibility to extract and analyze communication by taking an integrative perspective, considering the multimodal nature and dynamics of behaviors  ...  The idea is to understand the clinical relevance of synchronic and dyssynchronic dyadic interactions and to develop automatic algorithmic tools to detect these phenomena in natural settings.  ... 
doi:10.3389/fpsyg.2014.01437 pmid:25540633 pmcid:PMC4261709 fatcat:opbux6ipfjek3drnj3cr2e2som
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