System and method for performing voice biometrics analysis

    公开(公告)号:US11675885B2

    公开(公告)日:2023-06-13

    申请号:US17485647

    申请日:2021-09-27

    申请人: NICE Ltd.

    摘要: In a system and method for audio analysis in a cloud-based computerized an authentication (RTA) manager micro-service may send an audio packet to a voice processor micro-service. The voice processor may extract features of the audio. The RTA manager may obtain the extracted features from the voice processor; calculate, based on the extracted features, a quality grade of the audio packet, and send the extracted features to an at least one voice biometrics engine if the quality grade is above a threshold. Each of the at least one voice biometrics engines may be configured to generate a voiceprint of the audio packet, based on the extracted features of the audio packet and to perform at least one of: authenticate a speaker, detect fraudsters, and enrich a previously stored voiceprint of the speaker with the voiceprint of the audio packet.

    Authentication via a dynamic passphrase

    公开(公告)号:US11625467B2

    公开(公告)日:2023-04-11

    申请号:US17329425

    申请日:2021-05-25

    申请人: Nice Ltd.

    摘要: A computerized method for voice authentication of a customer in a self-service system is provided. A request for authentication of the customer is received and the customer is enrolled in the self-service system with a text-independent voice print. A passphrase from a plurality of passphrases to transmit to the customer is determined based on comparing each of the plurality of passphrases to a text-dependent or text-independent voice biometric model. The passphrase is transmitted to the customer, and when the customer responds, an audio stream of the passphrase is received. The customer is authenticated by comparing the audio stream of the passphrase against the text-independent voice print. If the customer is authenticated, then the audio stream of the passphrase and the topic of the passphrase may be stored.

    Computerized monitoring of digital audio signals

    公开(公告)号:US11545159B1

    公开(公告)日:2023-01-03

    申请号:US17344650

    申请日:2021-06-10

    申请人: NICE LTD.

    IPC分类号: G10L19/00 G10L17/02 G10L25/30

    摘要: A digital audio quality monitoring device uses a deep neural network (DNN) to provide accurate estimates of signal-to-noise ratio (SNR) from a limited set of features extracted from incoming audio. Some embodiments improve the SNR estimate accuracy by selecting a DNN model from a plurality of available models based on a codec used to compress/decompress the incoming audio. Each model has been trained on audio compressed/decompressed by a codec associated with the model, and the monitoring device selects the model associated with the codec used to compress/decompress the incoming audio. Other embodiments are also provided.

    SYSTEM AND METHOD FOR GENERATING AND IMPLEMENTING A REAL-TIME MULTI-FACTOR AUTHENTICATION POLICY ACROSS MULTIPLE CHANNELS

    公开(公告)号:US20220232035A1

    公开(公告)日:2022-07-21

    申请号:US17711228

    申请日:2022-04-01

    申请人: NICE LTD.

    IPC分类号: H04L9/40

    摘要: Systems and methods for generating and implementing a real-time multi-factor authentication policy across multiple channels, are configured to: during a pre-authentication stage: receive, via a user interface, information defining one or more scenarios; receive, via the user interface, information defining one or more authentication flows; for each of the one or more scenarios, map one of the one or more authentication flows to a given scenario; and generate a multi-factor authentication policy associated with each of the one or more scenarios; and during a real-time authentication stage: upon receiving an interaction, identify, by a decision engine, a relevant scenario of the one or more scenarios; implement, by the decision engine, the multi-factor authentication policy associated with the relevant scenario; and determine, by the decision engine, an authentication result.

    System and method for generating and implementing a real-time multi-factor authentication policy across multiple channels

    公开(公告)号:US11336682B2

    公开(公告)日:2022-05-17

    申请号:US16506683

    申请日:2019-07-09

    申请人: NICE LTD.

    IPC分类号: H04L29/00 H04L29/06

    摘要: Systems and methods for generating and implementing a real-time multi-factor authentication policy across multiple channels, are configured to: during a pre-authentication stage: receive, via a user interface, information defining one or more scenarios; receive, via the user interface, information defining one or more authentication flows; for each of the one or more scenarios, map one of the one or more authentication flows to a given scenario; and generate a multi-factor authentication policy associated with each of the one or more scenarios; and during a real-time authentication stage: upon receiving an interaction, identify, by a decision engine, a relevant scenario of the one or more scenarios; implement, by the decision engine, the multi-factor authentication policy associated with the relevant scenario; and determine, by the decision engine, an authentication result.

    Method and system for fraud clustering by content and biometrics analysis

    公开(公告)号:US10911600B1

    公开(公告)日:2021-02-02

    申请号:US16740518

    申请日:2020-01-13

    申请人: NICE LTD

    摘要: A computer-implemented method for proactive fraudster exposure in a customer service center according to content analysis and voice biometrics analysis, is provided herein. The computer-implemented method includes: (i) collecting call interaction; (ii) storing the collected call interactions; (iii) performing a first type analysis to cluster the call interactions into ranked clusters and storing the ranked clusters in a clusters database; (iv) performing a second type analysis on a predefined amount of the highest ranked clusters, into ranked clusters and storing the ranked clusters; the first type analysis is a content analysis and the second type analysis is a voice biometrics analysis, or vice versa, (v) enabling a user to repeat steps (iii) and (iv); (vi) retrieving from the ranked clusters, a list of fraudsters; and transmitting the list of potential fraudsters to an application to display to a user said list of potential fraudsters via a display unit.

    Seamless text-dependent enrollment

    公开(公告)号:US10255923B2

    公开(公告)日:2019-04-09

    申请号:US15660452

    申请日:2017-07-26

    申请人: NICE LTD.

    IPC分类号: G10L17/24 G10L17/06 G10L17/04

    摘要: Methods and systems for transforming a text-independent enrolment of a customer in a self-service system into a text-dependent enrolment are provided. A request for authentication of a customer that is enrolled in the self-service system with a text-independent voice print is received. A request is transmitted to the customer to repeat a passphrase and the customer's response is received as an audio stream of the passphrase. The customer is authenticated by comparing the audio stream of the passphrase against the text-independent voice print and if the customer is authenticated then a text-dependent voice print is created based on the passphrase, otherwise discard the audio stream of the passphrase.