Proceedings ArticleDOI
Variation of Facial Expression Produced by Acoustic Stimuli
Sergio A. Navarro-Tuch,Rodrigo Solis-Torres,Rogelio Bustamante-Bello,Ariel A. Lopez-Aguilar,Guillermo Gonzalez-Archundia,Omar Hernandez-Gonzalez +5 more
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TLDR
An experiment is presented that relates the facial expression with acoustic stimuli to develop an algorithm to create music sequences, with potential therapeutic, educational and productivity improvement implementations.Abstract:
In this paper we will present the analyzed results of an experiment that relates the facial expression with acoustic stimuli. Music therapy can be used for treating autistic children, diseases and disorders, software development and personalized musical systems [5]. Through the data obtained using iMotions", the analyzed data was processed using Matlab" and Excel. Matlab" was used to analyze the raw data using the data analysis tools, in order to determine the impact of artificially synthesized versus human composed audios. The data was obtained from three experiments, each experiment had different conditions, each experiment had different number of participants, the length and type of audio segment changed for each experiment. The data obtained from these three experiments were analyzed using FACET of iMotions". For the next stage we analyzed Neutral Emotion, the purpose of this analysis is of outmost importance for future stages for a proper development of a recurrent neural network to develop an algorithm to create music sequences, with potential therapeutic, educational and productivity improvement implementationsread more
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Journal ArticleDOI
Affective computing in the context of music therapy: a systematic review
Maíra Araújo de Santana,Clarisse Lins de Lima,Arianne Sarmento Torcate,Flávio Secco Fonseca,Wellington Pinheiro dos Santos +4 more
TL;DR: A systematic review of the literature in the field of affective computing in the context of music therapy is presented in this paper, where the authors assess AI methods to perform automatic emotion recognition applied to Human-Machine Musical Interfaces (HMMI).
References
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What the face reveals : basic and applied studies of spontaneous expression using the facial action coding system (FACS)
Paul Ekman,Erika L. Rosenberg +1 more
TL;DR: The study of spontaneous facial expression in psychology has been conducted by as mentioned in this paper, who found that the asymmetry of facial actions is inconsisten with models of hemispheric specialization and the consistency of facial expressions of pain: a comparison across modalities.
Journal ArticleDOI
Frontal brain asymmetry predicts infants' response to maternal separation.
TL;DR: In this paper, the authors examined whether certain features of infant temperament might be related to individual differences in the asymmetry of resting frontal activation and found that infants who cried in response to maternal separation showed greater right frontal activation during the preceding baseline period compared with infants who did not cry.
Journal ArticleDOI
A functional MRI study of happy and sad affective states induced by classical music
TL;DR: The findings suggest that an emotion processing network in response to music integrates the ventral and dorsal striatum, areas involved in reward experience and movement; the anterior cingulate, which is important for targeting attention; and medial temporal areas, traditionally found in the appraisal and processing of emotions.
Journal ArticleDOI
Comparison of musical sequences
Marcel Mongeau,David Sankoff +1 more
TL;DR: Concepts from the theory of sequence comparison are adapted to measure the overall similarity or dissimilarity between two musical scores, and a dynamic programming algorithm is presented for calculating the measure and applied to a set of variations on a theme by Mozart.
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