The Perception of Emotional Prosody in English by Chinese L2 Learners
| International Journal of Humanities and Social Science |
| © 2025 by SSRG - IJHSS Journal |
| Volume 12 Issue 6 |
| Year of Publication : 2025 |
| Authors : Liu Kaipeng, Wu Ling |
How to Cite?
Liu Kaipeng, Wu Ling, "The Perception of Emotional Prosody in English by Chinese L2 Learners," SSRG International Journal of Humanities and Social Science, vol. 12, no. 6, pp. 48-57, 2025. Crossref, https://doi.org/10.14445/23942703/IJHSS-V12I6P105
Abstract:
As Chinese culture globalizes, cross-cultural communication between Chinese students and English speakers has grown increasingly vital. However, the mechanisms underlying emotional encoding and decoding among Chinese L2 learners—particularly college students—in such interactions remain underexplored. Guided by the Auto-segmental Metrical (AM) model, this study investigates how language proficiency, gender, and emotion types influence Chinese English learners’ ability to perceive emotional prosody. Behavioral experimentation was conducted using E-Prime to measure perceptual accuracy, SPSS for two-way ANOVA, and Praat to analyze acoustic features of four target emotions. Three core research questions were addressed: 1) Does language proficiency affect perceptual performance? 2) Does gender impact recognition outcomes? 3) Do emotion types influence perceptual accuracy? Key findings reveal that: 1) Learners with higher CET-4 scores demonstrated marginally higher accuracy, though the difference was not statistically significant; 2) Gender exerted no notable effect on perception; 3) Neutral emotion was the easiest to distinguish, followed by sadness, with fear proving the most challenging. Neutrality vs. sadness and fear vs. sadness emerged as the most confusing pairs, with learners showing weak differentiation between these categories—potentially attributed to L1 prosodic transfer. This study contributes to the field of emotional prosody research and offers practical implications for L2 English teaching.
Keywords:
Chinese L2 learners, Emotional prosody perception, Gender, Language proficiency, Types of emotions.
References:
[1] Rene Altrov, “Aspects of Cultural Communication in Recognizing Emotions,” Trames, vol. 17, no. 2, pp. 159-174, 2013.
[Google Scholar] [Publisher Link]
[2] Amalia Arvaniti, “The Auto-Segmental Metrical Model of Intonational Phonology,” Netherlands: Radboud University Press, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[3] Rainer Banse, and Klaus R. Scherer, “Acoustic Profiles in Vocal Emotion Expression,” Journal of Personality and Social Psychology, vol. 70, no. 3, pp. 614-636, 1996.
[CrossRef] [Google Scholar] [Publisher Link]
[4] Anjali Bhatara et al., “Second Language Ability and Emotional Prosody Perception,” PloS One, vol. 11, no. 6, pp. 1-13, 2016.
[Google Scholar]
[5] Paul Ekman, Darwin and Facial Expression: A Century of Research in Review, New York: Academic Press, 1973.
[Google Scholar] [Publisher Link]
[6] Paul Ekman, “An Argument for Basic Emotions,” Cognition & Emotion, vol. 6, no. 3-4, pp. 169-200, 1992.
[CrossRef] [Google Scholar] [Publisher Link]
[7] J. Fontaine, The Oxford Companion to Emotion and the Affective Sciences, Oxford: Oxford University Press, 2014.
[Google Scholar]
[8] Bingyan Gong et al., “The Mandarin Chinese Auditory Emotions Stimulus Database: A Validated set of Chinese Pseudo-Sentences,” Behavior Research Methods, vol. 55, pp. 1441-1459, 2023.
[CrossRef] [Google Scholar] [Publisher Link]
[9] Esther Grabe et al., “Perception of English Intonation by English, Spanish, and Chinese Listeners,” Language and Speech, vol. 46, no. 4, pp. 375-401, 2003.
[CrossRef] [Google Scholar] [Publisher Link]
[10] Carlos Gussenhoven, and Aoju Chen, “Universal and Language-Specific Effects in the Perception of Question Intonation,” Sixth International Conference on Spoken Language Processing, ICSLP 2000, Beijing, China, pp. 1-4, 2000.
[Google Scholar] [Publisher Link]
[11] Paul E. Griffiths, What Emotions Really Are: The Problem of Psychological Categories, Chicago: University of Chicago Press, 2007.
[Google Scholar] [Publisher Link]
[12] X.L. Ji, H. Zhang, and A.J. Li, “An Empirical Study of Chinese Learners’ Perception of English Intonation,” Foreign Language Teaching and Research, vol. 50, no. 3, pp. 393-406, 2018. [Online]. Available: https://kns.cnki.net/kcms2/article/abstract?v=zE0- Q1IihQ3vXtw5ez8rPmVG_A0sj3YqN3pXK6PUd-1Y_G9V5iZUhwuri1ajRdV QaugKkMxjzy1oITEVeqM0eBYW25WI69qfsNvqXv7CVKafoPz0eSwYWqlBzGYa1dccsxHutq1fLhe4jLlzuOBKY4XStqz0nTB7 6MMXJ0p7gyNLxV7-BiVg==&uniplatform=NZKPT&language=CHS
[13] Pauline Larrouy-Maestri, David Poeppel, and Marc D. Pell, “The Sound of Emotional Prosody: Nearly 3 Decades of Research and Future Directions,” Perspectives on Psychological Science, vol. 20, no. 4, pp. 623-638, 2024.
[CrossRef] [Google Scholar] [Publisher Link]
[14] Petri Laukka, Patrik Juslin, and Roberto Bresin, “A Dimensional Approach to Vocal Expression of Emotion,” Cognition & Emotion, vol. 19, no. 5, pp. 633-653, 2005.
[CrossRef] [Google Scholar] [Publisher Link]
[15] A.J. Li, “Stress Patterns in Emotional Sentences, Song,” Proceedings of the 7th National Conference on Phonetics and International Forum on Frontiers of Phonetics, Beijing: Foreign Language Teaching and Research Press, pp. 132-140, 2006. [Online]. Available: https://www.zhangqiaokeyan.com/conference-cn-22870/
[16] J.N. Li, and J. Wu, “Chinese Learners’ Perception of English Emotional Intonation,” China Foreign Language Studies, vol. 8, no. 1, pp. 54-62, 2021. [Online]. Available: https://kns.cnki.net/kcms2/article/abstract?v=zE0- Q1IihTXLaGpiIMa1D5SxT7yva7EVc_jkochpfAefMT8O3BSo10UfAWSwpyxWEr3lmIEsAERJyJQGe2SxnoZ1JwaQVL9XLwS8 U1aznjzm7sb6RpLGuDgB3gQdK73_n4PmV3vBk6c87M49FGoZtjn gbje6Dk7hXJocvE76JLm9l_i8N4YQ==&uniplatform=NZKPT&language=CHS
[17] T. Lin, and L.J. Wang, A Course in Phonetics, Beijing: Peking University Press, 2016.
[Google Scholar]
[18] Ineke Mennen, “Beyond Segments: Towards a L2 Intonation Learning Theory,” Prosody and Language in Contact/Springer: Berlin Heidelberg, pp. 171-188, 2015.
[CrossRef] [Google Scholar] [Publisher Link]
[19] Taylor J. Neuhaus, Ronald C. Scherer, and Jason A. Whitfield, “Gender Perception of Speech: Dependence on Fundamental Frequency, Implied Vocal Tract Length, and Source Spectral Tilt,” Journal of Voice, pp. 1-17, 2024.
[CrossRef] [Google Scholar] [Publisher Link]
[20] Marta Ortega-Llebaria, and Laura Colantoni, “L2 English Intonation: Relations between form Meaning Associations, Access to Meaning and L1 Transfer,” Studies in Second Language Acquisition,vol. 36, no. 2, pp. 331-353, 2014.
[CrossRef] [Google Scholar] [Publisher Link]
[21] Emanuela Paone, and Manuela Frontera, “Emotional Prosody Perception in Italian as a Second Language,” Proceedings of the 10th International Conference of Experimental Linguistics, Exling Society, pp. 161-164, 2019.
[Google Scholar] [Publisher Link]
[22] Marc D. Pell, and Vera Skorup, “Implicit Processing of Emotional Prosody in a Foreign Versus Native Language,” Speech Communication, vol. 50, no. 6, pp. 519-530, 2018.
[CrossRef] [Google Scholar] [Publisher Link]
[23] Elliott D. Ross, Jerold A. Edmondson, and G. Burton Seibert, “The Effect of Affect on Various Acoustic Measures of Prosody in Tone and Nontone Languages: A Comparison Based on Computer Analysis of Voice,” Journal of Phonetics, vol. 14, no. 2, pp. 283 302, 1986.
[CrossRef] [Google Scholar] [Publisher Link]
[24] Klaus R. Scherer, “Vocal Affect Expression: A Review and a Model for Future Research,” Psychological Bulletin, vol. 99, no. 2, pp. 143-165, 1986.
[CrossRef] [Google Scholar] [Publisher Link]
[25] K.R. Scherer, “Psychological Models of Emotion,” The Neuropsychology of Emotion, vol. 137, no. 3, pp. 137-162, 2000.
[Google Scholar] [Publisher Link]
[26] Klaus R. Scherer, and Paul Ekman, Approaches to Emotion, Psychology Press, 2014.
[CrossRef] [Google Scholar] [Publisher Link]
[27] W. da Silva, P.A. Barbosa, “Perception of Emotional Prosody: Investigating the Relation between the Discrete and Dimensional Approaches to Emotions,” Journal of Language Studies, vol. 25, no. 3, pp. 1075-1103, 2017.
[CrossRef] [Google Scholar]
[28] Craig A. Smith, and Phoebe C. Ellsworth, “Patterns of Cognitive Appraisal in Emotion,” Journal of Personality and Social Psychology, vol. 48, pp. 813-838, 1985.
[Google Scholar] [Publisher Link]
[29] Silvan S. Tomkins, Affect Theory, East Sussex: Psychology Press, 2014.
[Google Scholar] [Publisher Link]
[30] Alayo Tripp, and Benjamin Munson, “Perceiving Gender while Perceiving Language: Integrating Psycholinguistics and Gender Theory,” Wiley Interdisciplinary Reviews: Cognitive Science, vol. 13, no. 2, 2022.
[CrossRef] [Google Scholar] [Publisher Link]
[31] H.B. Wang, and A.J. Li, “Establishment of a Mandarin Emotional Speech Corpus and Perception Experiments,” Proceedings of the 6th National Conference on Modern Phonetics, Beijing: Tsinghua University Press, pp. 119-124, 2003. [Online]. Available: https://kns.cnki.net/kcms2/article/abstract?v=zE0- Q1IihTuAxQ0yADeyqw3hFZrUEnnhumwfQYW6ZBRzCi88x_nJh5ikAYh_GU1_Z4bWWVT1UebObJADeo-wxndyONRrvaj IxBg lJXIECYKjfeS95rcWlXyLJeAUY_xADSPcoVqsA1wdGera1nDJGlF449JcGoiVFM65mbqvwcs6UYYjMX0d4fCAHhq2e&uniplat form=NZKPT&language=CHS
[32] Wang Libin, and Liu Yafang, “An Experimental Study on the Influence of Second Language Proficiency on English Word Stress Production,” Journal of Chongqing University of Science and Technology, no. 2, pp. 113-118, 2021.
[CrossRef] [Publisher Link]
[33] E. Williams, and N. Kenneth, “Emotions and Speech: Some Acoustical Correlates,” The Journal of the Acoustical Society of America, vol. 52, pp. 1238-1250, 1972.
[Google Scholar]
[34] J. Yang, and J.P. Kong, “A Study of Perceptual Categories of Mandarin Emotional Speech Based on Intonation,” Applied Linguistics, no. 4, pp. 72-81, 2023. [Online]. Available: Q1IihSdljNLzl7M_3qhznYNmCcOHhn4ZaRftHG9b2seMO018bpxUZH8572B https://kns.cnki.net/kcms2/article/abstract?v=zE0- y69rGQkAPlekDZ5tUFsbj3GhaWFbdS2XAnLSWrmQkADEDYjxqZCM7edJeqwDPn0BNFWm2F6d358i5QUh1I2HN83cJtMPY 9oB0qE4zCcCgYXsuPpJcfH_Q==&uniplatform=NZKPT&language=CHS
[35] G.D. Zhang, and F. Chen, “A Study of Semantic-Prosodic Processing of Emotional Words by Chinese English Learners of Different Proficiency Levels,” Foreign Language Teaching and Research, vol. 55, no. 1, pp. 79-90, 2023. [Online]. Available: https://kns.cnki.net/kcms2/article/abstract?v=zE0--Q1IihReMCkVGYEpPwq5i9cQ1SznLK2zDWX7q8jVicpNTh lBpXs19g1KJsFWeMzAGnWRl9uFlSeNwRl9lSAWLiP2AiyqEUCp31YmmFd_v1KurHL8LUok_O983KYQf0HtIm64x3aUG9X WgmILvtt-6eGPvJ7YxWun__T1_lcJ4HXejsTYA==&uniplatform=NZKPT&language=CHS
[36] Yinyin Zhu, “Which is the Best Listener Group: Perception of Chinese Emotional Prosody by Chinese Natives, NaïveDutch Listeners and Dutch L2 Learners of Chinese,” Dutch Journal of Applied Linguistics, vol. 2, no. 2, pp. 170-183, 2013.
[CrossRef] [Google Scholar] [Publisher Link]

10.14445/23942703/IJHSS-V12I6P105