Audio patterns searching and retrieval

R. Gubka, M. Kuba
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引用次数: 3

Abstract

Pattern searching and retrieval plays important role in task of content-based audio analysis for requirements of media database management or in surveillance systems for detecting significant audio events and keywords. In the paper, we present algorithm for spotting audio patterns in record, using Hidden Markov Models and Viterbi decoder. Also, two types of probability normalization are presented and compared. Performance of proposed algorithm was evaluated on database of slovak spoken numbers.
音频模式搜索和检索
模式搜索与检索在基于内容的音频分析任务中发挥着重要的作用,满足了媒体数据库管理的需要,或者在监控系统中检测重要的音频事件和关键字。本文提出了一种利用隐马尔可夫模型和维特比解码器识别录音中音频模式的算法。同时,对两种类型的概率归一化进行了比较。在斯洛伐克语语音数据库上对该算法的性能进行了评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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