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摘要： 经典的隐马尔可夫模型(HMM)是一种基于统计信号的模型，它在基于内容的音频检索系统中具有重要的作用。根据音频分类重类型轻内容的特性，将单状态的HMM用于音频分类，克服了多状态HMM在模型初始化时状态初始概率和转移概率赋值带有假设不准确的缺点。实验结果表明基于单状态的HMM模型音频分类方法能有效地减少误识率，提高音频分类的精确度。
