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Speech Command + Speech Emotion: Exploring Emotional Speech Commands as a Compound and Playful Modality
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In an era of human-computer interaction with increasingly agentic AI systems capable of connecting with users conversationally, speech is an important modality for commanding agents. By recognizing and using speech emotions (i.e., how a command is spoken), we can provide agents with the ability to emotionally accentuate their responses and socially enrich users' perceptions and experiences. To explore the concept and impact of speech emotion commands on user perceptions, we realized a prototype and conducted a user study (N = 14) where speech commands are used to steer two vehicles in a minimalist and retro game style implementation. While both agents execute user commands, only one of the agents uses speech emotion information to adapt its execution behavior. We report on differences in how users perceived each agent, including significant differences in stimulation and dependability, outline implications for designing interactions with agents using emotional speech commands, and provide insights on how users consciously emote, which we describe as "voice acting".
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Cited by 1 Pith paper
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"How to Explore Biases in Speech Emotion AI with Users?" A Speech-Emotion-Acting Study Exploring Age and Language Biases
In a 24-person Danish study, a speech emotion recognition model showed no significant age or language differences in recognizing deliberately acted happy, sad, angry, and calm speech, though high-arousal emotions were...
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