A configurational approach to the prosody of topic and focus in Egyptian Arabic. Testing the importance of accent-based and utterance-based acoustic cues

Dina El Zarka, Barbara Schuppler
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Abstract

Recent research on Egyptian Arabic suggests that topic and focus are realized by different pitch events and that a focus is followed by post-focus attenuation. It is, however, not known how well these structures are discriminated and which are the relevant acoustic cues. We present results from a Random Forest based discrimination between two topic and two focus types, using 62 acoustic cues over the utterance, of which 37 are related to the target accent. All categories are discriminated very well with some confusion between the subtypes. The two most important cues are the velocity of the fall of the target accent and the scaling of the following peak, followed by the amount of fall in the accent and the intensity of the utterance-final word/syllable. Further important findings are that f0 is especially important to distinguish between target accents and to indicate register lowering, that intensity features are only related to the target word and the last word, and that duration is only relevant in the target accent. This suggests that the target accent is signaled by all acoustic cues, but primarily by a pitch fall, and post-focus attenuation by immediate register lowering and a salient intensity drop at the end of the utterance.
埃及阿拉伯语主题和焦点韵律的构形方法。测试基于口音和基于话语的声学线索的重要性
最近对埃及阿拉伯语的研究表明,话题和焦点是通过不同的音高事件实现的,焦点之后是焦点后的衰减。然而,目前尚不清楚这些结构是如何区分的,以及哪些是相关的声学线索。我们展示了基于随机森林的两个主题和两个焦点类型的区分结果,使用了62个声音线索,其中37个与目标口音有关。所有类别都能很好地区分,但在子类型之间存在一些混淆。两个最重要的线索是目标重音下降的速度和下一个峰值的缩放,其次是重音下降的量和话语最后一个单词/音节的强度。进一步的重要发现是,f0对于区分目标口音和表明语域下降尤为重要,强度特征只与目标单词和最后一个单词有关,持续时间只与目标口音有关。这表明目标口音是由所有的声学线索发出的,但主要是通过音调下降,以及通过立即降低音域和在话语结束时明显的强度下降来进行焦后衰减。
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