交互式音频索引和语音识别为基础的导航辅助工具辅导视频

Gareshma N, V. P, P. S
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引用次数: 0

摘要

全球多媒体数据量每天都在增加,特别是大流行期间的增长和使用量是巨大的。基于内容的音频检索提高了多媒体内容使用的复杂性。在收听多媒体时,用户可以手动或带字幕导航到所需的位置。这两种方法都很耗时,而且对用户不友好。为了解决这个问题,我们开发了一个基于语音的可搜索系统,该系统将视频材料转录为文本,并允许用户导航到所需的内容。用户可以通过语音命令收听视频讲座和感兴趣的主题指南。系统分析输入语音命令的声学特征,并将其与视频进行匹配。建议的系统维护索引表,索引表将内容的转录映射到事件的实例。交互式播放控件检索关键字的实例并从该时刻播放多媒体内容。有效的转录,存储和检索的结合补充了系统,提高了访问的便利性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interactive Audio Indexing and Speech Recognition based Navigation Assist Tool for Tutoring Videos
The volume of worldwide multimedia data increases daily, especially the growth and usage is enormus during the pandemic period. Content-based audio retrieval increases the sophistication in the usage of multimedia content. While listening to the multimedia, the user navigates to the desired location, either manually or with subtitles. Both these methods are time-consuming and not user friendly. To address this issue, we have developed a speech-based searchable system that transcribes the video material to text and allows the user to navigate to the desired content. The user may listen to video lectures and guides to the topic of interest with the voice command. The system analyses the acoustic signature of the input voice command and matches it against the video. The proposed system maintains the index table, which maps the transcription of the content with the instance of the occurrence. The interactive play control retrieves the instance of the keyword and plays the multimedia content from that instant. The combination of effective transcription, storage and retrieval complements the system and improves the ease of access.
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