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Passive authentication through voice data analysis

專利號
US10867612B1
公開日期
2020-12-15
申請人
United Services Automobile Association (USAA)(US TX San Antonio)
發(fā)明人
Jeffrey Neal Pollack; Michael E'shawn Weaver; Andrew L. Anaruk
IPC分類
G10L17/22; G06F21/32; H04L9/32; G10L17/02; H04L29/06; G10L15/26; G06K9/00; G10L15/02
技術(shù)領(lǐng)域
speech,user,or,data,may,pa,device,cui,in,be
地域: TX TX San Antonio

摘要

Techniques are described for passive authentication based at least partly on collected voice data of a user. During a speech interaction between a user and a personal assistant (PA) device, the user's speech may be analyzed to authenticate the user. The authentication of the user may be a passive authentication, in which the user is not explicitly asked to provide authenticating credentials. Instead, the speech data of the user is collected during the user's interactions with the PA device, and the collected speech data is compared to a previously developed model of the user's speech. The user is successfully authenticated based on determining that there is sufficient correspondence between the collected speech data and the model of the user's speech. After the user is authenticated passively during the conversation, they may be able to access sensitive data or services that may not be otherwise inaccessible without authentication.

說明書

The system 400 may include one or more I/O devices 450. The I/O device(s) 450 may include one or more input devices such as a keyboard, a mouse, a pen, a game controller, a touch input device, an audio input device (e.g., a microphone), a gestural input device, a haptic input device, an image or video capture device (e.g., a camera), or other devices. In some examples, the I/O device(s) 450 may also include one or more output devices such as a display, LED(s), an audio output device (e.g., a speaker), a printer, a haptic output device, and so forth. The I/O device(s) 450 may be physically incorporated in one or more computing devices of the system 400, or may be external with respect to one or more computing devices of the system 400.

The system 400 may include one or more I/O interfaces 440 to enable components or modules of the system 400 to control, interface with, or otherwise communicate with the I/O device(s) 450. The I/O interface(s) 440 may enable information to be transferred in or out of the system 400, or between components of the system 400, through serial communication, parallel communication, or other types of communication. For example, the I/O interface(s) 440 may comply with a version of the RS-232 standard for serial ports, or with a version of the IEEE 1284 standard for parallel ports. As another example, the I/O interface(s) 440 may be configured to provide a connection over Universal Serial Bus (USB) or Ethernet. In some examples, the I/O interface(s) 440 may be configured to provide a serial connection that is compliant with a version of the IEEE 1394 standard.

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