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Prosody Analysis of Malay Language Storytelling Corpus

机译:马来语故事语料库的韵律分析

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In this paper, the prosody of the storytelling speech corpus is analyzed. The main objective of the analysis is to develop prosody rules to convert neutral speech to storytelling speech. The speech corpus (neutral and storytelling speech) contains 464 speech sentences, 4,656 words, and 10,928 syllables. It was recorded by three female storytellers, one male professional speaker, two female speakers and two male speakers. The prosodic features considered for analysis are tempo, pause (sentence and phrase-level), duration, intensity, and pitch. Further analysis of the word categories exist in storytelling speech such as verb, adverb, adjective, noun, conjunction and amplifier are also conducted. The global prosody analysis showed that mean prosodic of storytelling is higher than neutral speech, especially intensity and pitch. Investigation on the word categories showed that words categorized as adverb, adjective, amplifier and conjunctions have significant number of prominent syllables. Meanwhile, nouns and verbs do not have significant difference between neutral and storytelling speech. Positions of the words (i.e. initial, middle, last) in a phrase for different word categories also proved to have different increasing factor in duration, pitch and intensity.
机译:本文对讲故事语料库的韵律进行了分析。分析的主要目的是制定韵律规则,以将中性语音转换为讲故事的语音。语音语料库(中性和讲故事的语音)包含464个语音句子,4,656个单词和10,928个音节。它由三位女讲故事者,一位男专业演讲者,两位女演讲者和两位男演讲者录制。考虑用于分析的韵律特征是节奏,暂停(句子和短语级别),持续时间,强度和音调。还对讲故事中存在的单词类别进行了进一步分析,例如动词,副词,形容词,名词,连词和放大词。全球韵律分析表明,讲故事的平均韵律要高于中性言语,尤其是强度和音调。对单词类别的调查表明,分类为副词,形容词,放大词和连词的单词有大量的突出音节。同时,名词和动词在中性和讲故事的语音之间没有显着差异。对于不同的单词类别,单词在单词中的位置(即首字母,中间字母,最后字母)也被证明在持续时间,音高和强度上具有不同的增加因子。

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