Phonetic convergence in the shadowing for natural and synthesized speech in Polish

Q3 Arts and Humanities Lingua Posnaniensis Pub Date : 2020-12-01 DOI:10.2478/linpo-2020-0008
Karolina Jankowska, T. Kuczmarski, G. Demenko
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Abstract

Abstract The matter of shadowing natural speech has been discussed in many studies and papers. However, there is very little knowledge of human phonetical convergence to synthesized speech. To find out more about this issue an experiment in the Polish language was conducted. Two types of stimuli were used – natural speech and synthesised speech. Five sets of sentences with various phonetic phenomena in Polish were prepared. A group of twenty persons were recorded which gave the total number of 100 samples for each phenomenon. The summary of results shows convergence in both natural and synthesised speech in set number 1, 2, 4 while in group 3 and 5 the convergence was not observed. The baseline production shown that the great majority of participants prefer ɛn/ɛm version of phonetic feature which was reflected in 83 out of 100 sentences. In the shadowing natural speech participants changed ɛn/ɛm to ɛw/ɛ̃ in 26 cases and in 4 ɛw/ɛ̃ to ɛn/ɛm. When shadowing synthesised speech shift from ɛn/ɛm to ɛw/ɛ̃ in 18 sentences and 4 from ɛw/ɛ̃ to ɛn/ɛm. The intonation convergence was also observed in the perceptual analysis, however the analysis of F0 statistics did not show statistically significant differences.
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波兰语自然语音和合成语音阴影中的语音收敛
自然语音的阴影问题在许多研究和论文中都有讨论。然而,关于人类语音收敛到合成语音的知识却很少。为了更多地了解这个问题,我们用波兰语进行了一项实验。使用了两种类型的刺激——自然语音和合成语音。准备了五组波兰语不同语音现象的句子。一组20人被记录下来,每种现象总共有100个样本。结果总结表明,在第1、2、4组中,自然语音和合成语音都有收敛,而在第3和5组中,没有观察到收敛。基线结果显示,绝大多数参与者更喜欢语音特征的发音,100个句子中有83个反映了这一点。在自然语言的阴影中,26例参与者将自己的发音从英语的发音变为英语的发音,4例将自己的发音变为英语的发音。当对合成语音进行阴影处理时,在18个句子中从元音/元音变为元音/元音,在4个句子中从元音/元音变为元音/元音。在感知分析中也观察到语调趋同,但F0统计分析没有显示出统计学上的显著差异。
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Lingua Posnaniensis
Lingua Posnaniensis Arts and Humanities-Language and Linguistics
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审稿时长
32 weeks
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