Emotion Detection: Application of the Valence Arousal Space for Rapid Biological Usability Testing to Enhance Universal Access

Stickel, Christian; Ebner, Martin; Steinbach-Nordmann, Silke; Searle, Gig; Holzinger, Andreas

doi:10.1007/978-3-642-02707-9_70

Cited by 59 publications

(28 citation statements)

References 22 publications

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“…Moreover, our protocol includes both neutral tasks and emotional elicitation tasks [15,16]. The later were introduced as a way of inducing intra-subject variability, which is an important aspect to take into account when benchmarking ECG-based biometric algorithms.…”

Section: Overviewmentioning

confidence: 99%

Check Your Biosignals Here: A new dataset for off-the-person ECG biometrics

Silva

Lourenço

Fred

et al. 2014

Computer Methods and Programs in Biomedicine

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c o m p u t e r m e t h o d s a n d p r o g r a m s i n b i o m e d i c i n e 1 1 3 ( 2 0 1 4 ) [503][504][505][506][507][508][509][510][511][512][513][514] j o u r n a l h o m e p a g e : w w w . i n t l . e l s e v i e r h e a l t h . c o m / j o u r n a l s / c m p b The Check Your Biosignals Here initiative (CYBHi) was developed as a way of creating a dataset and consistently repeatable acquisition framework, to further extend research in electrocardiographic (ECG) biometrics. In particular, our work targets the novel trend towards off-the-person data acquisition, which opens a broad new set of challenges and opportunities both for research and industry. While datasets with ECG signals collected using medical grade equipment at the chest can be easily found, for off-the-person ECG data the solution is generally for each team to collect their own corpus at considerable expense of resources.In this paper we describe the context, experimental considerations, methods, and preliminary findings of two public datasets created by our team, one for short-term and another for long-term assessment, with ECG data collected at the hand palms and fingers.

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Section: Overviewmentioning

confidence: 99%

Check Your Biosignals Here: A new dataset for off-the-person ECG biometrics

Silva

Lourenço

Fred

et al. 2014

Computer Methods and Programs in Biomedicine

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show abstract

Section: Requirements Of Voice Controlled Systems For Gamesmentioning

confidence: 99%

“…An emotion can interrupt ongoing interactions, and tends to change the course of action, [21] e.g. if the user's goal of browsing a certain website for information is continually impeded by the slow loading of the site, and the relevance of this site to their goal is low, they will change their course of action and search for the information on another website [21]. If they can only find the information on this site, then the relevance towards the goal is high, the frustration tolerance is higher and the likelihood of leaving the site will be lower [21].…”

Section: Requirements Of Voice Controlled Systems For Gamesmentioning

confidence: 99%

“…if the user's goal of browsing a certain website for information is continually impeded by the slow loading of the site, and the relevance of this site to their goal is low, they will change their course of action and search for the information on another website [21]. If they can only find the information on this site, then the relevance towards the goal is high, the frustration tolerance is higher and the likelihood of leaving the site will be lower [21]. Similarly, the response a user receives from the environment of the game based on the voice input he or she implies can be highly dependent on how low or loudly the user is uttering the voice command.…”

Section: Requirements Of Voice Controlled Systems For Gamesmentioning

confidence: 99%

“…Similarly, the response a user receives from the environment of the game based on the voice input he or she implies can be highly dependent on how low or loudly the user is uttering the voice command. Emotions are created every time there is a perception of important changes in the environment or in the physical body [21]. Basically, an emotion is a psychological state or process that functions in the management of maintaining the balance of information processes in the brain and relevant goals [21].…”

Section: Requirements Of Voice Controlled Systems For Gamesmentioning

confidence: 99%

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Automatic speech recognition- an approach for designing inclusive games

Mustaquim

2011

Multimed Tools Appl

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This is an accepted version of a paper published in Multimedia tools and applications. This paper has been peer-reviewed but does not include the final publisher proofcorrections or journal pagination. Computer games are now part of our modern culture. However, certain categories of people are excluded from this form of entertainment and social interaction because they are unable to interface with the games. The reason for this can be deficits in motor control, vision or hearing. By using automatic speech recognition systems (ASRS), voice driven commands can be used to control the game, thus opening the possibility for people with disabilities to be included in game communities. This paper aims to find a standard way of using voice commands for games which use a speech recognition system in the backend that can be universally applied for designing inclusive games.However, present speech recognition systems do not support emotions, attitudes, tones, etc., which is a drawback because such expressions can be vital for gaming.Taking multiple types of existing genres of games into account and analyzing their voice command requirements, a general ASRS module is proposed that can work as a common platform for designing inclusive games. A fuzzy logic controller is then proposed to enhance the system. The standard voice driven module can be based on algorithms or a fuzzy controller, which can be used to design software plug-ins or be included in a microchip. It then can be integrated into the game engines, thereby creating the possibility for voice driven universal access for controlling games.

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A Comparison of Laboratory and Synchronous Remote Usability Testing Methods Using AR

Kim

Choi

2022

Human-Computer Interaction. Theoretical Approaches and Design Methods

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Emotion Detection: Application of the Valence Arousal Space for Rapid Biological Usability Testing to Enhance Universal Access

Cited by 59 publications

References 22 publications

Check Your Biosignals Here: A new dataset for off-the-person ECG biometrics

Check Your Biosignals Here: A new dataset for off-the-person ECG biometrics

Automatic speech recognition- an approach for designing inclusive games

A Comparison of Laboratory and Synchronous Remote Usability Testing Methods Using AR

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