阿拉伯文语音转换(TTS)数据准备
Arabic Text-To-Speech (TTS) Data Preparation
摘要:
人们可能会感到困惑的事实是,除了文本到语音(TTS),合成系统的进步之外,还存在录音数据集,尽管事实并非如此。本研究的目的是解释TTS的相关性以及数据准备程序。TTS在很大程度上依赖于记录的数据,因为它可以对TTS模块的结果产生重大影响。此外,无论领域是专门的还是一般的,都应该开发适当的数据来解决所有预测的语言变体和领域。考虑到质量和行为,不同的记录方法也可能对模块的开发有利。鉴于目前合成系统中缺乏阿拉伯语,正在考虑影响记录话语流的许多变量,以便操纵阿拉伯语TTS模块。在这项研究中,两个观点将被讨论:语言学和创造高质量的录音TTS。这项工作的目的是提供光地面真理话语可能会影响语音系统的自然度,可理解性和理解方面的演变。我们提供配音演员规格以及数据规格,这将有助于配音演员和语音教练在工作室以及注释谁将评估音频。
英文摘要:
People may be puzzled by the fact that voice over recordings data sets exist in addition to Text-to-Speech (TTS), Synthesis system advancements, albeit this is not the case. The goal of this study is to explain the relevance of TTS as well as the data preparation procedures. TTS relies heavily on recorded data since it can have a substantial influence on the outcomes of TTS modules. Furthermore, whether the domain is specialized or general, appropriate data should be developed to address all predicted language variants and domains. Different recording methodologies, taking into account quality and behavior, may also be advantageous in the development of the module. In light of the lack of Arabic language in present synthesizing systems, numerous variables that impact the flow of recorded utterances are being considered in order to manipulate an Arabic TTS module. In this study, two viewpoints will be discussed: linguistics and the creation of high-quality recordings for TTS. The purpose of this work is to offer light on how ground-truth utterances may influence the evolution of speech systems in terms of naturalness, intelligibility, and understanding. Well provide voice actor specs as well as data specs that will assist both voice actors and voice coaches in the studio as well as the annotators who will be evaluating the audios.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。