Method and system to detect fraud using voice data
According to one aspect of the invention there is provided a method, comprising (a) maintaining a collection of voice signatures, at least a subset of which is organized to form a list of voice signatures, each belonging to a disqualified candidate; (b) obtaining a voice sample for a candidate; (c) comparing the voice sample with the voice signatures in the list; and (d) if the voice sample matches a signature in the list, then returning a status of disqualified for the candidate. According to another aspect of the invention there is provided a method, comprising receiving a request form a merchant to perform a fraud detection operation in connection with a credit card transaction by a consumer; responsive to the request, collecting a voice sample from the consumer; comparing the collected voice sample with voice signatures of known fraudsters; and notifying the merchant of a result of the comparing.
1 . A method, comprising:
(a) maintaining a collection of voice signatures, at least a subset of which is organized to form a list of voice signatures, each belonging to a disqualified candidate;
(b) obtaining a voice sample for a candidate;
(c) comparing the voice sample with the voice signatures in the list; and
(d) if the voice sample matches a signature in the list, then returning a status of disqualified for the candidate.
2 . The method of claim 1 , implemented as part of a system to at least reduce credit card fraud.
3 . The method of claim 1 , implemented as part of a screening process, further comprising rejecting an application by a disqualified candidate.
4 . The method of claim 1 , wherein the application comprises an application for employment.
5 . The method of claim 1 , wherein obtaining the voice sample comprises recording the candidate's voice during a telephone call with the candidate.
6 . The method of claim 5 , further comprising initiating the telephone call to the candidate and posing a series of questions to the candidate, recording the candidate's voice then comprising recording responses to the series of questions.
7 . The method of claim 1 , wherein the telephone call is initiated by the candidate, recording the voice sample then comprising recording responses by the candidate to predefined questions.
8 . A method, comprising:
receiving a request form a merchant to perform a fraud detection operation in connection with a credit card transaction by a consumer;
responsive to the request, collecting a voice sample from the consumer;
comparing the collected voice sample with voice signatures of known fraudsters; and
notifying the merchant of a result of the comparing.
9 . The method of claim 8 , wherein the merchant declines to proceed with the credit card transaction if the result of the comparing is a match.
10 . The method of claim 8 , further comprising building a fraudster database comprising the voice signatures of known fraudsters, wherein the comparing is performed based on voice signatures from the fraudster database.
11 . The method of claim 9 , wherein building the fraudster database comprises collecting voice samples for a plurality of consumers and storing the voice samples in a precursor database.
12 . The method, of claim 10 , wherein building the fraudster database comprises receiving periodic reports from the merchant identifying a credit card number associated with a fraudulent transaction, and responsive to said receiving, extracting a subset of voice samples from the precursor database that include the credit card number.
13 . The method of claim 12 , wherein building the fraudster database comprises constructing a voice signature for a fraudster based on the subset of voice samples.
14 . The method of claim 13 , wherein constructing the voice signature comprises selecting a first voice sample from the subset of voice samples and constructing the voice signature based on analysis of the first voice sample.
15 . The method of claim 14 , wherein constructing the voice signature further comprises selecting a second voice sample from the subset of voice samples; and comparing the second voice sample with the voice signature.
16 . The method of claim 15 , wherein if the comparing results in a match then using then optimizing the voice signature based on analysis of the second voice.
17 . The method of claim 15 , wherein selecting the second voice sample, comparing the second voice sample, and optimizing the voice signature is repeated until each voice sample from the subset of voice samples, other than the first voice sample is selected.
18 . The method of claim 8 , wherein the request is received at the time of the credit card transaction, and the notification is provided in real-time so that the merchant can approve or decline the credit card transaction.
19 . The method of claim 8 , wherein collecting the voice sample, comprises initiating a telephone call to the consumer, and posing a series of questions to the consumer, the responses to the question then forming the voice sample.