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    • 2. 发明授权
    • Systems and methods for recognizing sound and music signals in high noise and distortion
    • 用于识别声音和音乐信号的高噪声和失真的系统和方法
    • US08386258B2
    • 2013-02-26
    • US13460079
    • 2012-04-30
    • Avery Li-Chun WangJulius O. Smith, III
    • Avery Li-Chun WangJulius O. Smith, III
    • G10L21/00
    • G10L19/018G06F17/30743G06F17/30758G10L15/26G10L17/26G11B27/28
    • A method for recognizing an audio sample locates an audio file that closely matches the audio sample from a database indexing a large set of original recordings. Each indexed audio file is represented in the database index by a set of landmark timepoints and associated fingerprints. Landmarks occur at reproducible locations within the file, while fingerprints represent features of the signal at or near the landmark timepoints. To perform recognition, landmarks and fingerprints are computed for the unknown sample and used to retrieve matching fingerprints from the database. For each file containing matching fingerprints, the landmarks are compared with landmarks of the sample at which the same fingerprints were computed. If a large number of corresponding landmarks are linearly related, i.e., if equivalent fingerprints of the sample and retrieved file have the same time evolution, then the file is identified with the sample.
    • 用于识别音频样本的方法定位与来自索引大量原始记录的数据库紧密匹配的音频样本的音频文件。 每个索引的音频文件通过一组里程碑时间点和相关指纹在数据库索引中表示。 地标出现在文件内的可再现位置,而指纹则表示在地标时间点处或附近的信号的特征。 为了执行识别,计算未知样本的地标和指纹,并用于从数据库中检索匹配的指纹。 对于包含匹配指纹的每个文件,将地标与样本的与所计算的相同指纹的地标进行比较。 如果大量对应的地标是线性相关的,即如果样本和检索文件的等效指纹具有相同的时间演化,则用该样本识别该文件。
    • 4. 发明申请
    • Systems and Methods for Recognizing Sound and Music Signals in High Noise and Distortion
    • 用于识别声音和音乐信号在高噪声和失真中的系统和方法
    • US20120221131A1
    • 2012-08-30
    • US13460079
    • 2012-04-30
    • Avery Li-Chun WangJulius O. Smith, III
    • Avery Li-Chun WangJulius O. Smith, III
    • G06F17/00
    • G10L19/018G06F17/30743G06F17/30758G10L15/26G10L17/26G11B27/28
    • A method for recognizing an audio sample locates an audio file that closely matches the audio sample from a database indexing a large set of original recordings. Each indexed audio file is represented in the database index by a set of landmark timepoints and associated fingerprints. Landmarks occur at reproducible locations within the file, while fingerprints represent features of the signal at or near the landmark timepoints. To perform recognition, landmarks and fingerprints are computed for the unknown sample and used to retrieve matching fingerprints from the database. For each file containing matching fingerprints, the landmarks are compared with landmarks of the sample at which the same fingerprints were computed. If a large number of corresponding landmarks are linearly related, i.e., if equivalent fingerprints of the sample and retrieved file have the same time evolution, then the file is identified with the sample.
    • 用于识别音频样本的方法定位与来自索引大量原始记录的数据库紧密匹配的音频样本的音频文件。 每个索引的音频文件通过一组里程碑时间点和相关指纹在数据库索引中表示。 地标出现在文件内的可再现位置,而指纹则表示在地标时间点处或附近的信号的特征。 为了执行识别,计算未知样本的地标和指纹,并用于从数据库中检索匹配的指纹。 对于包含匹配指纹的每个文件,将地标与样本的与所计算的相同指纹的地标进行比较。 如果大量对应的地标是线性相关的,即如果样本和检索文件的等效指纹具有相同的时间演化,则用该样本识别该文件。
    • 8. 发明授权
    • Systems and methods for recognizing sound and music signals in high noise and distortion
    • 用于识别声音和音乐信号的高噪声和失真的系统和方法
    • US08700407B2
    • 2014-04-15
    • US13749243
    • 2013-01-24
    • Shazam Investments Limited
    • Avery Li-Chun WangJulius O. Smith
    • G10L19/018
    • G10L19/018G06F17/30743G06F17/30758G10L15/26G10L17/26G11B27/28
    • A method for recognizing an audio sample locates an audio file that closely matches the audio sample from a database indexing a large set of original recordings. Each indexed audio file is represented in the database index by a set of landmark timepoints and associated fingerprints. Landmarks occur at reproducible locations within the file, while fingerprints represent features of the signal at or near the landmark timepoints. To perform recognition, landmarks and fingerprints are computed for the unknown sample and used to retrieve matching fingerprints from the database. For each file containing matching fingerprints, the landmarks are compared with landmarks of the sample at which the same fingerprints were computed. If a large number of corresponding landmarks are linearly related, i.e., if equivalent fingerprints of the sample and retrieved file have the same time evolution, then the file is identified with the sample.
    • 用于识别音频样本的方法定位与来自索引大量原始记录的数据库紧密匹配的音频样本的音频文件。 每个索引的音频文件通过一组里程碑时间点和相关指纹在数据库索引中表示。 地标出现在文件内的可再现位置,而指纹则表示在地标时间点处或附近的信号的特征。 为了执行识别,计算未知样本的地标和指纹,并用于从数据库中检索匹配的指纹。 对于包含匹配指纹的每个文件,将地标与样本的与所计算的相同指纹的地标进行比较。 如果大量对应的地标是线性相关的,即如果样本和检索文件的等效指纹具有相同的时间演化,则用该样本识别该文件。