TRAINING CLASSIFIERS USING SELECTED COHORT SAMPLE SUBSETS
    2.
    发明申请
    TRAINING CLASSIFIERS USING SELECTED COHORT SAMPLE SUBSETS 审中-公开
    使用选择的联合样本附件培训分类器

    公开(公告)号:US20160365096A1

    公开(公告)日:2016-12-15

    申请号:US15121004

    申请日:2014-03-28

    CPC classification number: G10L17/04 G10L17/02 G10L17/08 G10L17/16

    Abstract: Various systems, apparatuses, and methods for training classifiers using selected cohort sample subsets are disclosed herein, in an example, a set of target supervectors, representing a target class, is received, and a set of cohort supervectors, representing a cohort class, is received. A distance metric is calculated from a respective cohort supervector to a respective target supervector, and a proper subset of cohort supervectors are selected based on the calculated distance metrics. The set of target supervectors and the selected proper subset of cohort supervectors are used to train a classifier. Further examples described herein describe how training classifiers using selected cohort sample subsets may be used to increase performance and decrease resource consumption in voice biometric systems.

    Abstract translation: 在本文中公开了使用所选择的队列样本子集来训练分类器的各种系统,装置和方法,在一个示例中,接收到表示目标类的一组目标超向量,并且代表队列类的一组队列超向量是 收到了 从相应的队列超向量到相应的目标超向量计算距离度量,并且基于所计算的距离度量来选择队列超级向量的适当子集。 目标超级队员和选定的队列超级队员的子集用于训练分类器。 本文描述的进一步示例描述如何使用选择的队列样本子集的训练分类器可以用于增加语音生物测定系统中的性能并降低资源消耗。

    Centralized secure device pairing

    公开(公告)号:US10038679B2

    公开(公告)日:2018-07-31

    申请号:US13726360

    申请日:2012-12-24

    Inventor: Adam Marek

    Abstract: Various embodiments are generally directed to pairing computing devices for collaborative interaction via a network through a centralized secure device pairing service. An apparatus comprises a controller processor circuit, and a controller storage communicatively coupled to the controller processor circuit to store an initial private key and to store instructions that when executed by the controller processor circuit cause the controller processor circuit to create a first signature using the initial private key, transmit the first signature to an issuing server via a network, receive a group public key and an associated member private key from the issuing server, create a second signature using the member private key, transmit the second signature to a member device via the network; receive a third signature from the member device; and authenticate the third signature using the group public key. Other embodiments are described and claimed herein.

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