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Updated: Jun 23, 2025

Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
Published on: August 9, 2024
Who is singing? Voice recognition from spoken versus sung speech
Angela Cooper1, Matthew Eitel2, Natalie Fecher1
1Department of Psychology, University of Toronto Mississauga, Mississauga, Ontario, Canada.
Listeners can identify voices in singing, though it is harder than in speech. Recognizing voices across singing and speech modalities is possible but less accurate than within a single modality.
Area of Science:
- Psychology
- Acoustic Phonetics
- Speech and Hearing Sciences
Background:
- Singing is a socially significant behavior with unique acoustic properties.
- The acoustic constraints of singing may obscure vocal identity cues present in speech.
- Limited research exists on extracting talker identity from sung speech and cross-modal recognition.
Purpose of the Study:
- To investigate the extent to which listeners can extract talker-specific information from sung speech.
- To examine talker identification accuracy across sung and spoken voice modalities.
Main Methods:
- 149 listeners were trained to recognize vocal identities in either sung or spoken voices.
- Participants were then tested on their ability to identify these same voices in both sung and spoken modalities.
- Voice recognition accuracy was compared between within-modality (sung-sung, spoken-spoken) and cross-modality (sung-spoken, spoken-sung) conditions.
Main Results:
- Initial learning of vocal identities was more efficient when trained with spoken voices compared to sung voices.
- Cross-modality voice recognition (identifying a speaker in song after hearing them in speech, or vice versa) was significantly above chance.
- Within-modality voice recognition accuracy was superior to cross-modality recognition in both sung and spoken conditions.
Conclusions:
- Talker-specific information is indeed accessible within the acoustic constraints of sung speech.
- While cross-modal voice recognition between singing and speech is feasible, it presents a greater challenge than recognizing voices within the same modality.
- These findings highlight the robustness of vocal identity cues despite significant acoustic alterations introduced by singing.
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