Mapping emotions into acoustic space: the role of voice quality
نویسندگان
چکیده
This study aims to evaluate the importance of phonation cues in the acoustic realization of four vocal emotions (happiness, fear, anger, and sadness) in Mandarin Chinese. Our perception experiment confirmed that native listeners could differentiate these emotions. To explain how listeners accomplished the task in the perception experiment, we investigated the acoustic cues used by speakers. An acoustic analysis revealed that prosodic measures such as f0, intensity, and duration failed to separate certain emotions in the acoustic space, and thus could not explain how native listeners can perceive the different emotions. However, by incorporating phonation-related cues in the multi-dimensional scaling acoustic space, different emotions were separated clearly. Principal components analysis further revealed the specific contribution of each acoustic measure. These results also allow some preliminary conjectures on how these acoustic components might represent the underlying emotion dimensions, namely, arousal, valence, and control.
منابع مشابه
Mapping emotions into acoustic space: the role of voice production.
Research on the vocal expression of emotion has long since used a "fishing expedition" approach to find acoustic markers for emotion categories and dimensions. Although partially successful, the underlying mechanisms have not yet been elucidated. To illustrate that this research can profit from considering the underlying voice production mechanism, we specifically analyzed short affect bursts (...
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