The effect of musical expertise on whistled vowel identification

IF 2.4 3区 计算机科学 Q2 ACOUSTICS Speech Communication Pub Date : 2024-03-17 DOI:10.1016/j.specom.2024.103058
Anaïs Tran Ngoc , Julien Meyer , Fanny Meunier
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Abstract

In this paper, we looked at the impact of musical experience on whistled vowel categorization by native French speakers. Whistled speech, a natural, yet modified speech type, augments speech amplitude while transposing the signal to a range of fairly high frequencies, i.e. 1 to 4 kHz. The whistled vowels are simple pitches of different heights depending on the vowel position, and generally represent the most stable part of the signal, just as in modal speech. They are modulated by consonant coarticulation(s), resulting in characteristic pitch movements. This change in speech mode can liken the speech signal to musical notes and their modulations; however, the mechanisms used to categorize whistled phonemes rely on abstract phonological knowledge and representation. Here we explore the impact of musical expertise on such a process by focusing on four whistled vowels (/i, e, a, o/) which have been used in previous experiments with non-musicians. We also included inter-speaker production variations, adding variability to the vowel pitches. Our results showed that all participants categorize whistled vowels well over chance, with musicians showing advantages for the middle whistled vowels (/a/ and /e/) as well as for the lower whistled vowel /o/. The whistler variability also affects musicians more than non-musicians and impacts their advantage, notably for the vowels /e/ and /o/. However, we find no specific training advantage for musicians over the whole experiment, but rather training effects for /a/ and /e/ when taking into account all participants. This suggests that though musical experience may help structure the vowel hierarchy when the whistler has a larger range, this advantage cannot be generalized when listening to another whistler. Thus, the transfer of musical knowledge present in this task only influences certain aspects of speech perception.

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音乐专业知识对口哨元音识别的影响
在本文中,我们研究了音乐经验对母语为法语的人进行口哨元音分类的影响。口哨语音是一种自然但经过修饰的语音类型,它在增强语音振幅的同时,将信号转调到相当高的频率范围,即 1 至 4 千赫兹。啸叫元音是简单的音高,根据元音位置的不同而有不同的高度,通常代表信号中最稳定的部分,就像模态语音一样。它们受到辅音共同发音的调制,从而产生特有的音高变化。语音模式的这种变化可将语音信号比作音符及其变调;然而,用于对口哨音素进行分类的机制依赖于抽象的语音知识和表征。在此,我们将重点放在四个啸叫元音(/i、e、a、o/)上,探讨音乐专业知识对这一过程的影响。我们还加入了说话者之间的发音变化,增加了元音音高的可变性。我们的结果表明,所有参与者对啸叫元音的分类都优于偶然情况,音乐家对中间啸叫元音(/a/和/e/)以及低啸叫元音/o/的分类更有优势。与非音乐家相比,吹口哨者的可变性对音乐家的影响更大,也影响了他们的优势,尤其是在元音/e/和/o/方面。然而,我们发现音乐家并没有特定的学习优势,但在考虑到所有参与者的情况下,/a/和/e/的学习效果反而更好。这表明,虽然当吹口哨者的音域较大时,音乐经验可能有助于构建元音层次结构,但当听另一位吹口哨者吹口哨时,这种优势并不能普遍化。因此,这项任务中的音乐知识迁移只会影响语音感知的某些方面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Speech Communication
Speech Communication 工程技术-计算机:跨学科应用
CiteScore
6.80
自引率
6.20%
发文量
94
审稿时长
19.2 weeks
期刊介绍: Speech Communication is an interdisciplinary journal whose primary objective is to fulfil the need for the rapid dissemination and thorough discussion of basic and applied research results. The journal''s primary objectives are: • to present a forum for the advancement of human and human-machine speech communication science; • to stimulate cross-fertilization between different fields of this domain; • to contribute towards the rapid and wide diffusion of scientifically sound contributions in this domain.
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