Li Mengyuan, Li Na, Zhou Anqi, Yan Huiru, Li Qiuhong, Ma Chifen, Wu Chao
School of Nursing, Peking University Health Science Center, Haidian District, Room 510, 38 Xueyuan Road, Beijing, 100191, China.
Theatre Pedagogy Department, Central Academy of Drama, Beijing, 100710, China.
Behav Res Methods. 2025 Feb 3;57(3):89. doi: 10.3758/s13428-025-02607-4.
Auditory emotional rhythm can be transmitted by simple syllables. This study aimed to establish and validate an auditory speech dataset containing Mandarin Chinese auditory emotional monosyllables (MCAE-Monosyllable), a resource that has not been previously available. A total of 422 Chinese monosyllables were recorded by six professional Mandarin actors, each expressing seven emotions: neutral, happy, angry, sad, fearful, disgusted, and surprised. Additionally, each neutral voice was recorded in four Chinese tones. After standardization and energy balance, the recordings were evaluated by 720 Chinese college students for emotional categories (forced to choose one out of seven emotions) and emotional intensity (rated on a scale of 1-9). The final dataset consists of 18,089 valid Chinese monosyllabic pronunciations (neutrality: 9425, sadness: 2453, anger: 2024; surprise: 1699, disgust: 1624, happiness: 590, fear: 274). On average, neutrality had the highest accuracy rate (79%), followed by anger (75%) and sadness (75%), surprise (74%), happiness (73%), disgust (72%), and finally fear (67%). We provided detailed validation results, acoustic information, and perceptual intensity rating values for each sound. The MCAE-Monosyllable database serves as a valuable resource for neural decoding of Chinese emotional speech, cross-cultural language research, and behavioral or clinical studies related to language and emotional disorders. The database can be obtained within the Open Science Framework ( https://osf.io/h3uem/?view_only=047dfd08dbb64ad0882410da340aa271 ).
听觉情感韵律可以通过简单音节来传递。本研究旨在建立并验证一个包含汉语听觉情感单音节(MCAE-单音节)的听觉语音数据集,这是一种此前尚未有的资源。6名专业汉语演员录制了总共422个汉语单音节,每人表达七种情感:中性、高兴、愤怒、悲伤、恐惧、厌恶和惊讶。此外,每个中性声音都用四种汉语声调进行了录制。经过标准化和能量平衡处理后,720名中国大学生对这些录音进行了情感类别(从七种情感中强制选择一种)和情感强度(按1-9等级评分)的评估。最终数据集由18089个有效的汉语单音节发音组成(中性:9425个,悲伤:2453个,愤怒:2024个,惊讶:1699个,厌恶:1624个,高兴:590个,恐惧:274个)。平均而言,中性的准确率最高(79%),其次是愤怒(75%)和悲伤(75%)、惊讶(74%)、高兴(73%)、厌恶(72%),最后是恐惧(67%)。我们提供了每个声音的详细验证结果、声学信息和感知强度评级值。MCAE-单音节数据库是用于汉语情感语音神经解码、跨文化语言研究以及与语言和情感障碍相关的行为或临床研究的宝贵资源。该数据库可在开放科学框架(https://osf.io/h3uem/?view_only=047dfd08dbb64ad0882410da340aa271)中获取。