面向情感分析和情感说话人识别的汉语语音语料库

Tian Wu, Yingchun Yang, Zhaohui Wu, Dongdong Li
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引用次数: 56

摘要

本文介绍了一个大型情感语音数据库——汉语情感语音语料库(MASC)。该数据库包含68名母语人士(23名女性,45名男性)的录音,以及五种情绪状态:中性、愤怒、高兴、恐慌和悲伤。每个讲话者分别为每种情绪状态念5个短语,10个句子三次,为中性状态只念2段。这些材料涵盖了汉语的所有音素。该语料库是为汉语情感表达的韵律和语言研究而构建的。它也可以用于识别情绪紧张的说话者。在此基础上进行了韵律特征分析和说话人识别基线实验
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MASC: A Speech Corpus in Mandarin for Emotion Analysis and Affective Speaker Recognition
In this paper, a large emotional speech database MASC (Mandarin affective speech corpus) is introduced. The database contains recordings of 68 native speakers (23 female and 45 male) and five kinds of emotional states: neutral, anger, elation, panic and sadness. Each speaker pronounces 5 phrases, 10 sentences for three times for each emotional states and 2 paragraphs only for neutral. These materials covers all the phonemes in Chinese. This corpus is constructed for prosodic and linguistic investigation of emotion expression in Mandarin. It can also be used for recognition of affectively stressed speakers. Furthermore, prosodic feature analysis and speaker recognition baseline experiment are performed on this database
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