emotions in speech

how people encode and decode emotions in speech

Emotions play an essential role in our daily communication. The emotional interaction between the speaker and the listener is a prerequisite for successful dialogue. During communication, the speaker employs a set of cues—including verbal, vocal, and visual—to convey intended emotions. In turn, these signals elicit corresponding emotional responses from the listeners. The expression and perception of emotions in speech are complex, with no consensus yet reached on the encoding and decoding mechanisms of speech emotions or their interconnections. Moreover, the relative contribution and significance of universal versus language-specific elements in interpreting emotions remain inconclusive.

This project addresses three key research questions: (1) What are the specific acoustic characteristics of vocal emotions? (2) What acoustic characteristics do languages share when expressing the same vocal emotions? (3) How are different cues weighted in the perception of emotions in speech? To answer these questions, I am currently analyzing a comprehensive dataset of acoustic features extracted from emotional utterances in American English and Mandarin Chinese. Following this acoustic analysis, I plan to conduct a perceptual experiment to investigate the effects of modality and native language on the perception of emotion in speech.

More findings from this research will be available soon. Please stay tuned for updates.

Related Publications

2023

  1. ASA
    Acoustic properties of vocal emotions in American English and Mandarin Chinese
    Fenqi Wang, and Ratree Wayland
    In The 184th Meeting of Acoustical Society of America, 2023

2022

  1. ASA
    The acoustic profiles of vocal emotions in Japanese: A corpus study with generalized additive mixed modeling
    Fenqi Wang, Delin Deng, and Ratree Wayland
    In The 183rd Meeting of Acoustical Society of America, 2022