马来语情感语料库的自然度评估

Mumtaz Begum Mustafa, R. N. Ainon, R. Zainuddin, Z. M. Don, G. Knowles
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引用次数: 1

摘要

本研究报告马来语情感语料库的发展和评价,通过听力评价,以及提供给评价者的情感选择的数量如何影响评价结果。语料库由两名男演员和两名女演员分别表达的愤怒、悲伤和快乐三种情绪组成。语料库在两次单独的听力测试中进行了评估,涉及一些马来土著评估人员,根据性别、年龄和职业进行了平衡。在第一次听力测试中,评估者被要求从25个情绪选项中进行选择。在第二项测试中,情感选项只有5种。每个测试分别由不同组的评估者进行。两种测试的结果差异很大,第一次测试的情绪识别率低于第二次测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessing the naturalness of malay emotional voice corpora
This research reports the development and evaluation of Malay emotional voice corpora through listening evaluation, and how the numbers of emotion choices offered to evaluators affect the result of the evaluation. The voice corpora comprises of three emotions, namely anger, sadness and happiness being expressed by two male and two female actors. The voice corpora were evaluated in two separate listening tests involving a number of Malay native evaluators balanced for gender, age and profession. In the first listening test, evaluators were given twenty five choices of emotions to choose from. For the second test, the number of emotion choices is only five. Each test was conducted separately with different group of evaluators. The results of the two tests are grossly different with the emotion identification rate of the first test lower than the second test.
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