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    • 1. 发明授权
    • Multimedia search apparatus and method for searching multimedia content using speaker detection by audio data
    • 多媒体搜索装置及使用音频数据的扬声器检测来搜索多媒体内容的方法
    • US06317710B1
    • 2001-11-13
    • US09353192
    • 1999-07-14
    • Qian HuangIvan Magrin-ChagnolleauSarangarajan ParthasarathyAaron Edward Rosenberg
    • Qian HuangIvan Magrin-ChagnolleauSarangarajan ParthasarathyAaron Edward Rosenberg
    • G01L1700
    • G10L17/00
    • A multimedia search apparatus and method for searching multimedia content using speaker detection to segment the multimedia content. The multimedia search apparatus receives a search request from a user device. The search request identifies the target speaker for which the search is to be conducted. Based on the search request, the multimedia search apparatus retrieves multimedia content from a multimedia database. The multimedia search apparatus retrieves models, such as Gaussian Mixture Models (GMMs), from a model storage device, corresponding to the target speaker and background data. Based on the retrieved models, the multimedia search device searches the audio data of the multimedia content and segments the audio data. The segments are identified by calculating an average normalized score for a block of frames of the audio data and determining if the average normalized score for the block of frames exceeds one or more predetermined thresholds.
    • 一种多媒体搜索装置和方法,用于使用说话者检测来搜索多媒体内容来分割多媒体内容。 多媒体搜索装置从用户装置接收搜索请求。 搜索请求标识要进行搜索的目标扬声器。 基于搜索请求,多媒体搜索装置从多媒体数据库检索多媒体内容。 多媒体搜索装置从对应于目标说话者和背景数据的模型存储装置中检索诸如高斯混合模型(GMM)的模型。 基于所检索的模型,多媒体搜索装置搜索多媒体内容的音频数据并对音频数据进行分段。 通过计算音频数据的帧块的平均归一化分数并确定帧块的平均归一化分数是否超过一个或多个预定阈值来识别段。
    • 2. 发明授权
    • Multimedia search apparatus and method for searching multimedia content using speaker detection by audio data
    • 多媒体搜索装置及使用音频数据的扬声器检测来搜索多媒体内容的方法
    • US06405166B1
    • 2002-06-11
    • US09976023
    • 2001-10-15
    • Qian HuangIvan Magrin-ChagnolleauSarangarajan ParthasarathyAaron Edward Rosenberg
    • Qian HuangIvan Magrin-ChagnolleauSarangarajan ParthasarathyAaron Edward Rosenberg
    • G10L1700
    • G10L17/00
    • A multimedia search apparatus and method for searching multimedia content using speaker detection to segment the multimedia content. The multimedia search apparatus receives a search request from a user device. The search request identifies the target speaker for which the search is to be conducted. Based on the search request, the multimedia search apparatus retrieves multimedia content from a multimedia database. The multimedia search apparatus retrieves models, such as Gaussian Mixture Models (GMMs), from a model storage device, corresponding to the target speaker and background data. Based on the retrieved models, the multimedia search device searches the multimedia data of the multimedia content and segments the multimedia data. The segments are identified by calculating an average normalized score for a block of frames of the multimedia data and determining if the average normalized score for the block of frames exceeds one or more predetermined thresholds.
    • 一种多媒体搜索装置和方法,用于使用说话者检测来搜索多媒体内容来分割多媒体内容。 多媒体搜索装置从用户装置接收搜索请求。 搜索请求标识要进行搜索的目标扬声器。 基于搜索请求,多媒体搜索装置从多媒体数据库检索多媒体内容。 多媒体搜索装置从对应于目标说话者和背景数据的模型存储装置中检索诸如高斯混合模型(GMM)的模型。 基于所检索的模型,多媒体搜索装置搜索多媒体内容的多媒体数据并分割多媒体数据。 通过计算多媒体数据的帧块的平均归一化分数并确定帧块的平均归一化分数是否超过一个或多个预定阈值来标识段。
    • 9. 发明授权
    • Multimedia integration description scheme, method and system for MPEG-7
    • MPEG-7多媒体集成描述方案,方法和系统
    • US07970822B2
    • 2011-06-28
    • US12372052
    • 2009-02-17
    • Ana Belen BenitezShih-Fu ChangQian HuangSeungyup PaekAtul Puri
    • Ana Belen BenitezShih-Fu ChangQian HuangSeungyup PaekAtul Puri
    • G06F15/16G06F12/00
    • G06F17/30044G06F17/3002G06F17/30038G06F17/30858G06F17/30914G06F17/30958Y10S707/99945Y10S707/99948
    • The invention provides a system and method for integrating multimedia descriptions in a way that allows humans, software components or devices to easily identify, represent, manage, retrieve, and categorize the multimedia content. In this manner, a user who may be interested in locating a specific piece of multimedia content from a database, Internet, or broadcast media, for example, may search for and find the multimedia content. In this regard, the invention provides a system and method that receives multimedia content and separates the multimedia content into separate components which are assigned to multimedia categories, such as image, video, audio, synthetic and text. Within each of the multimedia categories, the multimedia content is classified and descriptions of the multimedia content are generated. The descriptions are then formatted, integrated, using a multimedia integration description scheme, and the multimedia integration description is generated for the multimedia content. The multimedia description is then stored into a database. As a result, a user may query a search engine which then retrieves the multimedia content from the database whose integration description matches the query criteria specified by the user. The search engine can then provide the user a useful search result based on the multimedia integration description.
    • 本发明提供一种用于以允许人,软件组件或设备容易地识别,表示,管理,检索和分类多媒体内容的方式来集成多媒体描述的系统和方法。 以这种方式,例如,可能有兴趣从数据库,因特网或广播媒体定位特定的多媒体内容的用户可以搜索和查找多媒体内容。 在这方面,本发明提供了一种接收多媒体内容并将多媒体内容分离成分配给多媒体类别(诸如图像,视频,音频,合成和文本)的组件的系统和方法。 在多媒体类别的每一个内,对多媒体内容进行分类,并且生成多媒体内容的描述。 然后使用多媒体集成描述方案对所述描述进行格式化,集成化,并且为多媒体内容生成多媒体集成描述。 然后将多媒体描述存储到数据库中。 结果,用户可以查询搜索引擎,该搜索引擎然后从整合描述与用户指定的查询标准匹配的数据库中检索多媒体内容。 然后,搜索引擎可以基于多媒体整合描述向用户提供有用的搜索结果。