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Sub-fingerprint masking for a robust audio fingerprinting system in a real-noise environment for portable consumer devices

机译:用于便携式消费类设备的真实噪声环境中的健壮音频指纹识别系统的子指纹屏蔽

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摘要

The robustness of audio fingerprinting system in a noisy environment is a principal challenge in the area of content-based music retrieval, especially for use in portable consumer devices. Our new audio fingerprint method using sub-fingerprint masking based on the predominant pitch extraction dramatically increases the accuracy of the audio fingerprinting system in a noisy environment, while requiring much less computing power for matching, compared to the expanded hash table lookup method, where the searching complexity increases by the factor of 33 times the degree of expansion.
机译:音频指纹系统在嘈杂环境中的鲁棒性是基于内容的音乐检索领域的主要挑战,尤其是在便携式消费类设备中。与扩展的哈希表查找方法相比,我们的新音频指纹方法使用了基于主要音高提取的子指纹掩膜,可在嘈杂的环境中显着提高音频指纹识别系统的准确性,同时所需的计算能力要低得多。搜索复杂度增加了扩展程度33倍。

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