System and method for dynamic facial features for speaker recognition

摘要

Disclosed herein are systems, methods, and non-transitory computer-readable storage media for performing speaker verification. A system configured to practice the method receives a request to verify a speaker, generates a text challenge that is unique to the request, and, in response to the request, prompts the speaker to utter the text challenge. Then the system records a dynamic image feature of the speaker as the speaker utters the text challenge, and performs speaker verification based on the dynamic image feature and the text challenge. Recording the dynamic image feature of the speaker can include recording video of the speaker while speaking the text challenge. The dynamic feature can include a movement pattern of head, lips, mouth, eyes, and/or eyebrows of the speaker. The dynamic image feature can relate to phonetic content of the speaker speaking the challenge, speech prosody, and the speaker's facial expression responding to content of the challenge.

主权项

1. A method comprising:
generating, at a level of security, a text challenge, wherein generating the text challenge is based on eliciting distinctive behavior of a user when compared to behavior of other users, the behavior of other users and the highly distinctive behavior of the user being stored in a database of dynamic image features; prompting the user to utter the text challenge; recording audio and video of the user as the user utters the text challenge, to yield a recording; and performing user verification using the recording.