融合音视频信息的电视新闻节目语音检索

Xinbo Gao, Jie Li, H. Ji
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引用次数: 0

摘要

一篇典型的新闻报道包括演播室主持人的简短报道,以及现场的新闻镜头。调查表明,我们的识别器在索引来自演播室的音频时比来自现场的音频表现得更好。为了自动提取“可靠”的音频片段用于语音检索,我们尝试通过视频解析来检测工作室到现场的过渡。我们的研究基于收集自香港TVB翡翠台的146则新闻报道。使用整个音轨进行检索得到(平均逆秩)AIR=0.759,而结合视频解析,我们仅基于演播室录音进行检索,产生AIR=0.765。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Speech retrieval for TV news programs by fusing the audio and video information
A typical news story contains a brief report by the anchor person(s) in the studio, as well as news footage in the field. Investigation shows that our recognizer performs better when indexing audio from the studio than that from the field. In order to automatically extract the "reliable" audio segments for speech retrieval, we attempt to detect studio-to-field transitions by means of video parsing. Our research is based on 146 news stories collected from Hong Kong TVB Jade station. Retrieval using the entire audio track gave (average inverse rank) AIR=0.759 while, with the incorporation of video parsing, we performed retrieval based only on the studio recordings, which produced AIR=0.765.
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