Enhancing intelligence in multimodal emotion assessments

VERBO: Voice Emotion Recognition dataBase in Portuguese Language

“…In addition, the database allows making an advanced design of systems to convert texts to voice (e.g., transcribe foreign speech) or systems of language education in LIBRAS Frota et al (2015); Durlak (2015); Weiss et al (2017). In Ambient Assisted Living, our database can help in assisting people with disabilities to communicate and to provide interactivity with computer systems or smartphones (e.g., to recognize Gonçalves et al (2016); Mano et al (2016a;2016c) and conduct decision-making process by speech Filho et al (2018); Khunt and Prabu (2018)). Also, the VERBO may provide the support needed for serious game applications in the treatment of children with autism, and in engaging of teenagers with Down Syndrome, improving their communication and speech skills Bernardini et al (2014); Gonzàlez-Ferreras et al (2017).…”

“…Affective Computing is an interdisciplinary area that includes computer science, psychology and cognitive science, while providing a computational interface through devices capable of recognizing, interpreting, processing and simulating human affections Picard (2010); Swain et al (2018); Gonçalves et al (2016). Human emotional traits have long been studied in the field of psychology and there has been a significant growth in research on the recognition of emotions based on Affective Computing Lichtenstein et al (2008); Picard (2010).…”

An intelligent and generic approach for detecting human emotions: a case study with facial expressions

“…area of human-computer interaction (HCI) has significantly increased over the past years (Klein et al 2002;Bailenson et al 2008;Zhou et al 2011;Peter and Urban 2012;LiKamWa et al 2013). They have explored the way computing devices can recognize, model and respond to human emotions (among other factors) and how such emotions can be expressed through computer interfaces or interactions (Gonçalves et al 2017a).…”

“…and what should be studied for the determination of their meaning? Studies have addressed the importance of emotional aspects in the interaction with computational systems (Gonçalves et al 2017a). The main objective of promoting this affective interaction is to contribute to which 123 systems are capable of recognizing the user's emotions, interpreting them and reacting intelligently and responsibly and can best meet the interaction requirements of individuals.…”

Descarga adaptativa em ambiente com névoa heterogênea: estudo de caso para a área da saúde

“…Esta aplicação foi projetada para coletar dados de um ambiente de monitoramento, processar os sinais de fala e reconhecer as emoções do usuário. Uma casa equipada com dispositivos inteligentes, incluindo smartphones e tecnologias vestíveis, pode contribuir para este tipo de sistemas de saúde remotos, uma vez que tais dispositivos podem coletar áudios de fala e tomar decisões em situações críticas (GONÇALVES et al, 2017;. O reconhecimento da emoção dos indivíduos através do discurso é dado como o problema de classificação de aprendizagem supervisionada com múltiplos rótulos.…”