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Towards automatic audio track generation for Czech TV broadcasting: Initial experiments with subtitles-to-speech synthesis

机译:致力于为捷克电视广播自动生成音轨:字幕合成语音的初步实验

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摘要

In this paper, the project “Elimination of the Language Barriers Faced by the Handicapped Watchers of the Czech Television” aimed at making Czech TV broadcasting available to a broader group of TV watchers is introduced. More specifically, the problems of the automatic audio track generation within the project are mentioned. As the audio track will be produced from subtitles, text-to-speech (TTS) technology will be utilised. Several versions of a TTS system planned to produce the audio track are described. In this paper, the main attention is paid to the analysis of synchronicity between subtitles and the synthetic speech. Problems with fitting synthetic speech into the predefined subtitles slots were revealed – for more than 44 % of all subtitles, the synthetic speech overlapped the slots. So, great care will have to be taken to produce speech at faster rates when customising our TTS system for the task of generating audio tracks from subtitles.
机译:在本文中,介绍了旨在消除捷克电视残障观看者面临的语言障碍的项目,该项目旨在使更广泛的电视观看者可以使用捷克电视广播。更具体地说,提到了项目内自动音轨生成的问题。由于将从字幕中产生音轨,因此将使用文本到语音(TTS)技术。描述了计划产生音频轨道的TTS系统的几种版本。本文主要关注字幕与合成语音之间的同步性分析。揭示了将合成语音插入预定义字幕插槽中的问题–对于超过44%的所有字幕,合成语音与插槽重叠。因此,在定制TTS系统以从字幕生成音轨的任务时,必须格外小心以更快的速度产生语音。

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