TW201944320A - Payment authentication method, device, equipment and storage medium - Google Patents
Payment authentication method, device, equipment and storage mediumInfo
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- G06Q20/00—Payment architectures, schemes or protocols
- G06Q20/38—Payment protocols; Details thereof
- G06Q20/40—Authorisation, e.g. identification of payer or payee, verification of customer or shop credentials; Review and approval of payers, e.g. check credit lines or negative lists
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- G06Q20/40145—Biometric identity checks
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Abstract
Description
本發明係關於身份認證技術,例如關於一種支付認證方法、裝置、設備及存儲介質。 The present invention relates to identity authentication technology, for example, to a payment authentication method, device, device, and storage medium.
隨著網際網路技術的發展,人們可足不出戶、隨時隨地進行網路消費、購物及支付帳單等交易,網路智慧支付已成為人們生活中普遍使用的支付方式。 With the development of Internet technology, people can make online purchases, purchases, and pay bills without leaving home, and online smart payment has become a common payment method used in people's lives.
然而,由於電腦病毒、駭客及間諜軟體的氾濫或短信郵件詐騙等,客戶密碼容易在網路上被竊取。為了實現智慧支付的安全性,通常需要對支付使用者的身份進行驗證,相關技術中的驗證方式有短信驗證、指紋驗證、密碼驗證及簽名驗證。此等驗證方式都需要使用者進行輸入操作,支付效率低下,而且當使用者無法進行輸入操作時,就無法對使用者的身份進行驗證,同時此等驗證方式容易被他人盜用,安全性較差。此外,驗證方式進一步包含人臉識別及聲紋識別,但人臉識別的效率低,且對環境光線要求高。而聲紋識別,在遇到輸入語音與目標語音相差較大的情況時,仍進行聲紋識別,效率低。 However, due to the spread of computer viruses, hackers and spyware or SMS scams, customer passwords are easily stolen on the Internet. In order to realize the security of smart payment, it is usually necessary to verify the identity of the payment user. The verification methods in related technologies include SMS verification, fingerprint verification, password verification, and signature verification. These authentication methods all require users to perform input operations, and the payment efficiency is low. When users cannot perform input operations, the user's identity cannot be verified. At the same time, these authentication methods are easy to be stolen by others, and the security is poor. In addition, the verification method further includes face recognition and voiceprint recognition, but the efficiency of face recognition is low and the requirements for ambient light are high. In the case of voiceprint recognition, voiceprint recognition is still performed when the input voice is significantly different from the target voice, which is inefficient.
本發明提供一種支付認證方法、裝置、設備及存儲介質,可優化相關技術中的支付認證方法,提高支付認證的效率以及安全性,並大大增加支付認證的便利性。 The invention provides a payment authentication method, device, device and storage medium, which can optimize the payment authentication method in related technologies, improve the efficiency and security of payment authentication, and greatly increase the convenience of payment authentication.
第一方面,本發明提供支付認證方法,包含:獲取與支付訂單關聯的待驗證支付語音,並識別前述待驗證支付語音中包含的身份特徵訊息;若確定識別出的前述身份特徵訊息與合法支付使用者的身份特徵訊息相匹配,則獲取前述合法支付使用者的標準支付語音;若確定前述待驗證支付語音與前述標準支付語音相匹配,則執行與前述支付訂單匹配的支付操作。 In a first aspect, the present invention provides a payment authentication method, comprising: acquiring a payment voice to be verified associated with a payment order, and identifying the identity characteristic information contained in the payment voice to be verified; If the identity information of the user matches, the standard payment voice of the legitimate payment user is obtained. If it is determined that the payment voice to be verified matches the standard payment voice, a payment operation matching the payment order is performed.
第二方面,本發明進一步提供支付認證裝置,包含:支付語音辨識模組,用於獲取與支付訂單關聯的待驗證支付語音,並識別前述待驗證支付語音中包含的身份特徵訊息;標準支付語音獲取模組,用於若確定識別出的前述身份特徵訊息與合法支付使用者的身份特徵訊息相匹配,則獲取前述合法支付使用者的標準支付語音;支付操作執行模組,用於若確定前述待驗證支付語音與前述標準支付語音相匹配,則執行與前述支付訂單匹配的支付操作。 In a second aspect, the present invention further provides a payment authentication device, including: a payment voice recognition module for obtaining a payment voice to be verified associated with a payment order, and identifying the identity characteristic information contained in the payment voice to be verified; a standard payment voice An obtaining module for obtaining the standard payment voice of the legitimate payment user if it is determined that the identified identity characteristic information matches the identity characteristic information of the legal payment user; a payment operation execution module for determining the aforementioned If the payment voice to be verified matches the standard payment voice, a payment operation matching the payment order is executed.
第三方面,本發明進一步提供一種設備,包含記憶體、處理器及存儲在記憶體上並可在處理器上運行的電腦程式,其中,前述處理器執行前述程式時實現如本發明態樣中任一前述的支付認證方法。 According to a third aspect, the present invention further provides a device including a memory, a processor, and a computer program stored on the memory and operable on the processor. The processor executes the program as described above. Any of the aforementioned payment authentication methods.
第四方面,本發明進一步提供一種電腦可讀存儲介質,其存儲有電腦程式,其中,該程式被處理器執行時實現如本發明態樣中任一前述的支付認證方法。 According to a fourth aspect, the present invention further provides a computer-readable storage medium storing a computer program, wherein the program, when executed by a processor, implements any of the foregoing payment authentication methods according to aspects of the present invention.
本發明藉由預先判斷待驗證支付語音辨識出的身份特徵訊息是否匹配合法支付使用者的身份特徵訊息,並當識別出的身份特徵訊息與合法支付使用者的身份特徵訊息匹配時,再判斷待驗證支付語音及標準支付語音是否匹配,解決相關技術中支付身份認證效率低的問題,保證支付的安全性,提高支付認證的效率。 The invention judges in advance whether the identity characteristic information identified by the payment voice to be verified matches the identity characteristic information of the legitimate payment user, and when the identified identity characteristic information matches the identity characteristic information of the legitimate payment user, it determines whether to wait Verify that the payment voice and standard payment voice match, solve the problem of low payment identity authentication in related technology, ensure the security of payment, and improve the efficiency of payment authentication.
210‧‧‧支付語音識別模組 210‧‧‧Payment voice recognition module
220‧‧‧標準支付語音獲取模組 220‧‧‧Standard payment voice acquisition module
230‧‧‧支付操作執行模組 230‧‧‧ payment operation execution module
240‧‧‧合法身分特徵獲取模組 240‧‧‧Legal Identity Acquisition Module
250‧‧‧合法使用者圖像獲取模組 250‧‧‧Legal User Image Acquisition Module
260‧‧‧不匹配支付模組 260‧‧‧ does not match the payment module
270‧‧‧特徵訊息模型生成模組 270‧‧‧ Feature information model generation module
301‧‧‧設備 301‧‧‧equipment
302‧‧‧處理單元 302‧‧‧processing unit
303‧‧‧系統記憶體 303‧‧‧System memory
304‧‧‧匯流排 304‧‧‧Bus
305‧‧‧隨機存取記憶體 305‧‧‧ Random Access Memory
306‧‧‧高速緩衝記憶體 306‧‧‧Cache memory
307‧‧‧存儲系統 307‧‧‧Storage System
308‧‧‧程式模組 308‧‧‧Program module
309‧‧‧程式模組308的程式/實用工具 309‧‧‧Programs / Utilities for Program Module 308
310‧‧‧外部設備 310‧‧‧External Equipment
311‧‧‧顯示器 311‧‧‧Display
312‧‧‧輸入/輸出(I/O)接口 312‧‧‧input / output (I / O) interface
313‧‧‧網路介面卡 313‧‧‧Network Interface Card
【圖1】實施例一提供的一種支付認證方法的流程圖;【圖2】實施例二提供的一種支付認證裝置的結構示意圖;【圖3】實施例三提供的一種設備的結構示意圖。 [Fig. 1] A flowchart of a payment authentication method provided in Embodiment 1; [Fig. 2] A structural diagram of a payment authentication device provided in Embodiment 2; [Fig. 3] A structural diagram of a device provided in Embodiment 3.
為了便於描述,圖式中僅示出與本發明相關的部分而非全部內容。在更加詳細地討論示例性實施例之前,應當提到的為部分示例性實 施例被描述成作為流程圖描繪的處理或方法。雖然流程圖將多項操作(或步驟)描述成順序的處理,但是其中的許多操作可被並行地、併發地或同時實施。此外,多項操作的順序可被重新安排。當操作完成時前述處理可被終止,但是進一步可具有未包含在圖式中的附加步驟。前述處理可對應於方法、函數、電腦程序、次常式或副程式等等。 For ease of description, the drawings only show some but not all of the content related to the present invention. Before discussing the exemplary embodiments in more detail, it should be mentioned that some of the exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart describes multiple operations (or steps) as a sequential process, many of these operations can be performed in parallel, concurrently, or simultaneously. In addition, the order of multiple operations can be rearranged. The foregoing processing may be terminated when the operation is completed, but further may have additional steps not included in the drawings. The foregoing processing may correspond to a method, a function, a computer program, a subroutine or a subroutine, and the like.
實施例一 Example one
圖1係實施例一提供的一種支付認證方法的流程圖,本實施例可適用於藉由輸入支付語音進行支付認證的情況,該方法可由本實施例提供的支付認證方裝置來執行,該裝置可採用軟體及硬體中至少一種方式實現,並一般可集成在支付使用者所使用的終端設備中,例如,PC機、平板電腦及手機等。包含如下步驟: FIG. 1 is a flowchart of a payment authentication method provided in Embodiment 1. This embodiment is applicable to a case where payment authentication is performed by inputting a payment voice. The method may be performed by a payment authenticator device provided in this embodiment. The device It can be implemented in at least one of software and hardware, and can generally be integrated into terminal devices used by payment users, such as PCs, tablets, and mobile phones. It includes the following steps:
S110,獲取與支付訂單關聯的待驗證支付語音,並識別前述待驗證支付語音中包含的身份特徵訊息。 S110: Obtain a payment voice to be verified associated with a payment order, and identify the identity characteristic information contained in the payment voice to be verified.
在本實施例中,與支付訂單關聯的待驗證支付語音,可為使用者在需要進行支付操作時,開啟聲紋支付後輸入裝置的語音;身份特徵訊息,可為能夠表明使用者身份的訊息。在一實施例中,待驗證支付語音可為使用者按照顯示在設備顯示螢幕上的設定內容發出的語音,亦可為使用者發出的任意的語音;身份特徵訊息可包含性別及年齡中至少一種,其中,性別包含男及女;年齡可為年齡區間,例如可為10歲-18歲、19歲-30歲、31歲-40歲、41歲-50歲或51歲-70歲等。 In this embodiment, the to-be-verified payment voice associated with the payment order can be the voice input device of the user after the voiceprint payment is turned on when the user needs to perform a payment operation; the identity characteristic message can be a message that can indicate the identity of the user . In an embodiment, the payment voice to be verified may be a voice issued by the user according to the setting content displayed on the display screen of the device, or an arbitrary voice issued by the user; the identity characteristic message may include at least one of gender and age Among them, the gender includes male and female; the age can be an age range, for example, it can be 10-18 years, 19-30 years, 31-40 years, 41-50 years, or 51-70 years.
在一實施例中,為了保證支付操作的安全性,身份特徵訊息進一步可包含:設定問題的答案。選擇性地,該答案可為使用者針對設定 問題給出的答案,並以語音形式輸入。相應的,待驗證支付語音可為針對在設備顯示幕上顯示的設定問題發出的答案語音。藉由設置設定問題以及相應的答案,可設置針對性的身份特徵訊息,提高支付操作的安全性。為了保證支付操作的安全性,前述設定問題及對應的答案可在設定時間區間(例如,半年內、一月內、或一周內)內更新一次。 In an embodiment, in order to ensure the security of the payment operation, the identity characteristic message may further include: an answer to a setting question. Optionally, the answer may be an answer given by the user to the setting question, and is input in a voice form. Correspondingly, the payment voice to be verified may be an answer voice issued for a setting question displayed on the display screen of the device. By setting the setting question and the corresponding answer, a targeted identity characteristic message can be set to improve the security of the payment operation. In order to ensure the security of the payment operation, the aforementioned setting questions and corresponding answers may be updated once within a set time interval (for example, within half a year, within a month, or within a week).
在本實施例中,選擇性地,前述識別前述待驗證支付語音中包含的身份特徵訊息,包含:根據前述待驗證支付語音,提取前述待驗證支付語音的聲學特徵;將前述聲學特徵與預先訓練的至少兩個特徵訊息模型進行比較,確定與前述聲學特徵匹配的特徵訊息模型,並將前述匹配的特徵訊息模型對應的特徵訊息作為前述身份特徵訊息。 In this embodiment, selectively identifying the identity feature information contained in the payment voice to be verified includes: extracting the acoustic features of the payment voice to be verified according to the payment voice to be verified; and combining the foregoing acoustic feature with pre-training Compare at least two feature information models of the, to determine a feature information model that matches the aforementioned acoustic feature, and use the feature information corresponding to the matched feature information model as the identity feature message.
選擇性地,聲學特徵可為基音參數、短時能量、短時過零率、語音端點(如有效語音的發生點及結束點)、線性預測倒譜參數或梅爾頻率倒譜參數等。模型可為支援向量機模型或高斯混合模型。特徵訊息模型可有多個,可生成一個特徵訊息模型集合,而且一個特徵訊息模型集合中至少包含一類特徵訊息的兩個特徵訊息模型。確定聲學特徵匹配的特徵訊息模型的方法可藉由採用對數似然比來評價聲學特徵與特徵訊息模型的匹配程度,該比值越大表明聲學特徵與特徵訊息模型的匹配程度越高,將與聲學特徵匹配度最高的特徵訊息模型作為與該聲學特徵匹配的特徵訊息模型。 Alternatively, the acoustic characteristics may be pitch parameters, short-term energy, short-time zero-crossing rate, speech endpoints (such as the occurrence point and end point of effective speech), linear prediction cepstrum parameters, or Mel frequency cepstrum parameters. The model can be a support vector machine model or a Gaussian mixture model. There can be multiple feature information models, a feature information model set can be generated, and a feature information model set contains at least two feature information models of one type of feature information. The method of determining the feature information model for acoustic feature matching can evaluate the degree of matching between the acoustic feature and the feature information model by using a log-likelihood ratio. The larger the ratio, the higher the degree of matching between the acoustic feature and the feature information model. The feature information model with the highest feature matching degree is used as the feature information model that matches the acoustic feature.
藉由預先訓練的特徵訊息模型判斷待驗證支付語音的包含的身份特徵訊息,能夠快速獲取待驗證支付語音中包含的身份特徵訊息,從而快速篩掉與合法支付使用者身份特徵訊息相差較大的支付語音,以提高支付認證的效率。 The pre-trained feature information model is used to determine the identity feature information contained in the payment voice to be verified, which can quickly obtain the identity feature information contained in the to-be-verified payment voice, thereby quickly filtering out those that are significantly different from the legitimate payment user identity feature information Pay for voice to increase the efficiency of payment authentication.
在一實施例中,設定特徵訊息模型為性別特徵訊息模型,並預先訓練好性別為男的特徵訊息模型及性別為女的特徵訊息模型。提取待驗證支付語音中的聲學特徵,並與性別為男的特徵訊息模型及性別為女的特徵訊息模型分別進行比對,若相似度最高的模型為性別為男的特徵訊息模型,確定待驗證支付語音的身份特徵訊息中的性別為男。 In one embodiment, the feature information model is set as a gender feature information model, and the feature information model with a male gender and the feature information model with a female gender are pre-trained. The acoustic features in the payment voice to be verified are extracted and compared with the feature information model of gender male and the feature information model of female gender. If the model with the highest similarity is the feature information model of male gender, determine the to be verified The gender in the identity feature message of the payment voice is male.
聲學特徵及模型的內容可根據實際需要或實現效果選擇。 The acoustic characteristics and the content of the model can be selected according to actual needs or implementation effects.
在另一個選擇性地實施方式中,在獲取與支付訂單關聯的待驗證支付語音之前,進一步可包含:獲取至少兩個標準支付語音,選擇任意一個標準支付語音,提取前述標準支付語音的聲學特徵;基於與前述標準支付語音對應的使用者的身份特徵訊息,及前述標準支付語音的聲學特徵,生成至少兩個特徵訊息模型。 In another optional embodiment, before acquiring the payment voice to be verified associated with the payment order, the method may further include: acquiring at least two standard payment voices, selecting any one of the standard payment voices, and extracting the acoustic characteristics of the aforementioned standard payment voices ; Generating at least two feature information models based on the identity characteristic information of the user corresponding to the aforementioned standard payment voice and the acoustic characteristics of the aforementioned standard payment voice.
在本實施例中,可藉由獲取合法使用者預先設置的標準支付語音,與該標準支付語音對應的身份特徵訊息,建立特徵訊息模型,並藉由多個特徵訊息模型判斷待驗證支付語音的身份特徵訊息。選擇性地,進一步可藉由網路獲取語音樣本以及語音樣本對應的身份特徵訊息。藉由建立特徵訊息模型,能夠準確判別支付語音對應的身份特徵訊息,提高支付語音判別的準確性。 In this embodiment, a characteristic message model can be established by obtaining a standard payment voice preset by a legitimate user, and corresponding identity characteristic information of the standard payment voice, and determining the payment voice to be verified using multiple characteristic message models. Identity information. Optionally, the voice samples and the identity characteristic information corresponding to the voice samples can be further obtained through the network. By establishing the feature message model, the identity feature information corresponding to the payment voice can be accurately identified, and the accuracy of the payment voice discrimination can be improved.
S120,若確定識別出的前述身份特徵訊息與合法支付使用者的身份特徵訊息相匹配,則獲取前述合法支付使用者的標準支付語音。 S120. If it is determined that the identified identity characteristic information matches the identity characteristic information of the legitimate payment user, obtain the standard payment voice of the aforementioned legitimate payment user.
在本實施例中,合法支付使用者可為與支付訂單關聯的使用者;標準支付語音可為合法支付使用者預先輸入的聲音片段,選擇性地,標準支付語音可為合法支付使用者按照設定內容發出的語音,亦可為合法 支付使用者發出的任意的語音。當判斷待驗證語音中包含的身份特徵訊息與合法支付使用者的身份特徵訊息匹配時,亦即當前進行支付操作的使用者在性別及年齡中至少一個方面與合法支付使用者匹配。 In this embodiment, the legal payment user may be a user associated with the payment order; the standard payment voice may be a voice segment input by the legal payment user in advance. Alternatively, the standard payment voice may be set by the legal payment user in accordance with the setting. The voices made by the content can also be any voices made by legitimate payment users. When it is determined that the identity characteristic information contained in the voice to be verified matches the identity characteristic information of the legal payment user, that is, the user currently performing the payment operation matches the legal payment user in at least one of gender and age.
選擇性地,標準支付語音可為從合法支付使用者的支付語音庫中選擇的一個支付語音,同時該標準支付語音可由使用者選擇,選擇性地,每個支付語音可對應一個語音狀態,使用者可根據語音狀態查詢支付語音庫中對應的支付語音作為標準支付語音。 Optionally, the standard payment voice may be a payment voice selected from the payment voice library of a legitimate payment user, and the standard payment voice may be selected by the user. Alternatively, each payment voice may correspond to a voice state. The user can query the corresponding payment voice in the payment voice database according to the voice status as the standard payment voice.
在一個實施例中,使用者輸入語音狀態為感冒的關鍵字,設備根據感冒的關鍵字從支付語音庫中查詢到對應的支付語音,確定該支付語音作為標準支付語音。 In one embodiment, a user inputs a keyword whose voice status is a cold, and the device queries a corresponding payment voice from a payment voice database according to the cold keyword, and determines the payment voice as a standard payment voice.
其中,合法支付使用者的身份特徵訊息及標準支付語音均為預先輸入的數據。 Among them, the identity information of the legitimate payment user and the standard payment voice are pre-entered data.
S130,若確定前述待驗證支付語音與前述標準支付語音相匹配,則執行與前述支付訂單匹配的支付操作。 S130. If it is determined that the payment voice to be verified matches the standard payment voice, perform a payment operation matching the payment order.
在本實施例中,可藉由比較待驗證支付語音的聲紋與標準支付語音的聲紋,選擇性地,可分別提取待驗證支付語音的聲紋與標準支付語音的聲學特徵參數,並對應生成兩個特徵向量,計算兩個特徵向量的距離,並將該距離作為待驗證支付語音與標準支付語音的相似度,當該相似度值大於設定閾值時,確定待驗證支付語音與標準支付語音匹配,即當前執行支付操作的使用者為合法支付使用者,藉由支付認證,可執行支付操作。 In this embodiment, by comparing the voiceprint of the payment voice to be verified with the voiceprint of the standard payment voice, the acoustic feature parameters of the payment voice to be verified and the acoustic characteristic parameters of the standard payment voice can be selectively extracted and corresponding. Generate two feature vectors, calculate the distance between the two feature vectors, and use this distance as the similarity between the payment voice to be verified and the standard payment voice. When the similarity value is greater than a set threshold, determine the payment voice to be verified and the standard payment voice Matching, that is, the user currently performing the payment operation is a legitimate payment user. With payment authentication, the payment operation can be performed.
判斷待驗證支付語音與標準支付語音匹配的方法可根據實 際需要或實現效果選擇。 The method of judging whether the payment voice to be verified matches the standard payment voice can be selected according to actual needs or implementation effects.
在本實施例的另一個選擇性地實施方式中,在獲取與支付訂單關聯的待驗證支付語音之前,進一步可包含:在檢測到聲紋支付開啟請求時,提供身份訊息登記介面,並藉由前述身份訊息登記介面獲取前述合法支付使用者的身份特徵訊息;或在檢測到聲紋支付開啟請求時,提取預先登記的使用者檔案中包含的前述合法支付使用者的身份特徵訊息。 In another optional implementation of this embodiment, before acquiring the payment voice to be verified associated with the payment order, the method may further include: when a voiceprint payment opening request is detected, providing an identity information registration interface, and by The aforementioned identity information registration interface obtains the identity characteristic information of the aforementioned legitimate payment user; or when detecting the voiceprint payment opening request, extracts the identity characteristic information of the aforementioned legitimate payment user contained in the pre-registered user file.
選擇性地,獲取合法支付使用者的身份特徵訊息,可根據該身份特徵訊息獲取與該身份特徵訊息匹配的標準支付語音,並基於合法支付使用者的身份特徵訊息,以及與該身份特徵訊息匹配的標準支付語音,判斷當前進行支付操作的使用者是否為合法支付使用者。藉由在檢測到聲紋支付開啟請求時,預先獲取使用者的身份特徵訊息,可快速確定與支付訂單關聯的使用者的身份訊息,並基於該身份訊息判斷支付語音對應的身份特徵訊息是否符合合法使用者的身份訊息,從而高效篩查不合格的支付語音,減少後續聲紋驗證的數據量,從而提高支付認證的效率。 Optionally, to obtain the identity characteristic information of a legitimate payment user, a standard payment voice matching the identity characteristic information may be obtained according to the identity characteristic information, and based on the identity characteristic information of the legitimate payment user, and matched with the identity characteristic information Standard payment voice to determine whether the user currently performing the payment operation is a legitimate payment user. By obtaining the identity information of the user in advance when the voiceprint payment opening request is detected, the identity information of the user associated with the payment order can be quickly determined, and based on the identity information, whether the identity characteristic information corresponding to the payment voice is consistent Identification information of legitimate users, so as to efficiently screen for unqualified payment voices, reduce the data volume of subsequent voiceprint verification, and improve the efficiency of payment authentication.
在本實施例的另一個選擇性地實施方式中,在獲取與支付訂單關聯的待驗證支付語音之前,進一步可包含:在檢測到聲紋支付開啟請求時,獲取預先登記的用於進行人臉識別的標準使用者圖像;提取前述標準使用者圖像中包含的前述合法支付使用者的身份特徵訊息。 In another optional implementation of this embodiment, before obtaining the payment voice to be verified associated with the payment order, the method may further include: when a voiceprint payment opening request is detected, obtaining a pre-registered face for performing face recognition. The identified standard user image; extracting the identity characteristic information of the aforementioned legitimate payment user contained in the aforementioned standard user image.
選擇性地,獲取身份特徵訊息的方式進一步可為藉由獲取使用者的人臉圖像,選擇性地,可藉由訓練人臉圖像的特徵訊息模型,判別使用者的身份特徵訊息。藉由人臉識別方式獲取使用者的身份特徵訊息,無需使用者手動輸入,直接獲取使用者的人臉圖像並進行人臉識別,快速 智慧提取支付使用者的身份特徵訊息,提高使用者輸入身份特徵訊息的便利性,提高使用者體驗。 Alternatively, the way to obtain the identity characteristic information may further be to obtain the user's face image, and optionally, to train the feature information model of the face image to determine the user's identity characteristic information. Use the face recognition method to obtain the user's identity information, without the user's manual input, directly obtain the user's face image and perform face recognition, quickly and intelligently extract the identity information of the payment user, and improve user input Convenience of identity characteristics messages to improve user experience.
在本實施例的另一個選擇性地實施方式中,在識別前述待驗證支付語音中包含的身份特徵訊息之後,進一步可包含:若確定識別出的前述身份特徵訊息與合法支付使用者的身份特徵訊息不相匹配,則提供密碼支付方式輸入介面,以使使用者藉由輸入支付密碼完成前述支付訂單匹配的支付操作;及/或若確定識別出的前述身份特徵訊息與合法支付使用者的身份特徵訊息不相匹配,則採集待識別的人臉圖像,並在前述待識別的人臉圖像與預先登記的用於進行人臉識別的標準使用者圖像相匹配時,執行與前述支付訂單匹配的支付操作。 In another optional implementation of this embodiment, after identifying the identity characteristic information included in the payment voice to be verified, it may further include: if it is determined that the identified identity characteristic information and the identity characteristic of a legitimate payment user are determined If the information does not match, a password payment method input interface is provided to enable the user to complete the payment operation matching the payment order by entering the payment password; and / or if the identified identity information and the identity of the legitimate payment user are determined If the feature information does not match, a face image to be identified is collected, and when the aforementioned face image to be identified matches a pre-registered standard user image for face recognition, the payment is performed with the aforementioned payment. Order matching payment operation.
選擇性地,判斷待識別的人臉圖像與預先登記的用於進行人臉識別的標準使用者圖像是否匹配的方式可為藉由計算待識別的人臉圖像及標準使用者圖像的相似度來確定,進一步可藉由基於模型的方法(如隱瑪律柯夫模型、主動形狀模型或主動外觀模型等)判斷。當合法支付使用者的身份特徵訊息不相匹配時,可藉由密碼支付或人臉識別驗證支付避免合法支付使用者的聲紋識別失敗從而不能進行支付操作的情況,以提高支付驗證的準確性。 Optionally, the way to determine whether the face image to be recognized matches the pre-registered standard user image for face recognition may be to calculate the face image to be recognized and the standard user image. To determine the similarity of the image, it can be further judged by model-based methods (such as Hidden Markov Model, Active Shape Model or Active Appearance Model, etc.). When the identity information of the legitimate payment user does not match, the password payment or face recognition verification payment can be used to avoid the voiceprint recognition failure of the legitimate payment user and the payment operation cannot be performed to improve the accuracy of payment verification. .
本實施例藉由預先判斷待驗證支付語音辨識出的身份特徵訊息是否匹配合法支付使用者的身份特徵訊息,並當識別出的身份特徵訊息與合法支付使用者的身份特徵訊息匹配時,再判斷待驗證支付語音及標準支付語音是否匹配,解決相關技術中支付身份認證效率低的問題,保證支付的安全性,提高支付認證的效率。 In this embodiment, it is determined in advance whether the identity characteristic information identified by the payment voice to be verified matches the identity characteristic information of a legitimate payment user, and when the identified identity characteristic information matches the identity characteristic information of a legitimate payment user, it is judged again It is to be verified whether the payment voice and the standard payment voice match, to solve the problem of low payment identity authentication in related technologies, to ensure the security of payment, and to improve the efficiency of payment authentication.
實施例二 Example two
圖2為實施例二提供的一種支付認證裝置的結構示意圖。如圖2所示,前述裝置包含:支付語音辨識模組210,設置為獲取與支付訂單關聯的待驗證支付語音,並識別前述待驗證支付語音中包含的身份特徵訊息;標準支付語音獲取模組220,設置為若確定識別出的前述身份特徵訊息與合法支付使用者的身份特徵訊息相匹配,則獲取前述合法支付使用者的標準支付語音;以及支付操作執行模組230,設置為若確定前述待驗證支付語音與前述標準支付語音相匹配,則執行與前述支付訂單匹配的支付操作。 FIG. 2 is a schematic structural diagram of a payment authentication device according to a second embodiment. As shown in FIG. 2, the aforementioned device includes: a payment voice recognition module 210 configured to acquire a payment voice to be verified associated with a payment order, and identify the identity characteristic information contained in the payment voice to be verified; a standard payment voice acquisition module 220, configured to obtain the standard payment voice of the legitimate payment user if it is determined that the identified identity characteristic information matches the identity characteristic information of the legitimate payment user; and the payment operation execution module 230 is configured to determine the aforementioned If the payment voice to be verified matches the standard payment voice, a payment operation matching the payment order is executed.
本實施例藉由預先判斷待驗證支付語音辨識出的身份特徵訊息是否匹配合法支付使用者的身份特徵訊息,並當識別出的身份特徵訊息與合法支付使用者的身份特徵訊息匹配時,再判斷待驗證支付語音及標準支付語音是否匹配,解決相關技術中支付身份認證效率低的問題,保證支付的安全性,提高支付認證的效率。 In this embodiment, it is determined in advance whether the identity characteristic information identified by the payment voice to be verified matches the identity characteristic information of a legitimate payment user, and when the identified identity characteristic information matches the identity characteristic information of a legitimate payment user, it is judged again It is to be verified whether the payment voice and the standard payment voice match, to solve the problem of low payment identity authentication in related technologies, to ensure the security of payment, and to improve the efficiency of payment authentication.
在一實施例中,前述支付語音辨識模組210,進一步包含:前述身份特徵訊息包含:性別及年齡中的至少一種。 In one embodiment, the aforementioned payment speech recognition module 210 further includes: the aforementioned identity characteristic information includes at least one of gender and age.
在一實施例中,前述支付語音辨識模組210,進一步設置為:根據前述待驗證支付語音,提取前述待驗證支付語音的聲學特徵;將前述聲學特徵與預先訓練的至少兩個特徵訊息模型進行比較,確定前述聲學特徵匹配的特徵訊息模型,並將前述匹配的特徵訊息模型對應的特徵訊息作 為前述身份特徵訊息。 In one embodiment, the payment voice recognition module 210 is further configured to: extract the acoustic characteristics of the payment voice to be verified according to the payment voice to be verified; perform the acoustic feature and at least two feature information models trained in advance By comparison, a feature information model matching the aforementioned acoustic feature is determined, and the feature information corresponding to the matched feature information model is used as the identity feature information.
在一實施例中,前述裝置,進一步包含:合法身份特徵獲取模組240,設置為在檢測到聲紋支付開啟請求時,提供身份訊息登記介面,並藉由前述身份訊息登記介面獲取前述合法支付使用者的身份特徵訊息;或在檢測到聲紋支付開啟請求時,提取預先登記的使用者檔案中包含的前述合法支付使用者的身份特徵訊息。 In one embodiment, the aforementioned device further includes: a legal identity feature obtaining module 240 configured to provide an identity information registration interface when a voiceprint payment opening request is detected, and obtain the aforementioned legal payment through the identity information registration interface. The identity information of the user; or when the voiceprint payment opening request is detected, the identity information of the aforementioned legitimate payment user contained in the pre-registered user file is extracted.
在一實施例中,前述裝置,進一步包含:合法使用者圖像獲取模組250,設置為在檢測到聲紋支付開啟請求時,獲取預先登記的用於進行人臉識別的標準使用者圖像;提取前述標準使用者圖像中包含的前述合法支付使用者的身份特徵訊息。 In an embodiment, the aforementioned device further includes: a legitimate user image acquisition module 250 configured to acquire a pre-registered standard user image for face recognition when a voiceprint payment open request is detected. ; Extracting the identity characteristic information of the aforementioned legitimate payment user contained in the aforementioned standard user image.
在一實施例中,前述裝置,進一步包含:不匹配支付模組260,設置為若確定識別出的前述身份特徵訊息與合法支付使用者的身份特徵訊息不相匹配,則提供密碼支付方式輸入介面,以使使用者藉由輸入支付密碼完成前述支付訂單匹配的支付操作;及/或若確定識別出的前述身份特徵訊息與合法支付使用者的身份特徵訊息不相匹配,則採集待識別的人臉圖像,並在前述待識別的人臉圖像與預先登記的用於進行人臉識別的標準使用者圖像相匹配時,執行與前述支付訂單匹配的支付操作。 In one embodiment, the aforementioned device further includes a mismatch payment module 260 configured to provide a password payment method input interface if it is determined that the identified identity characteristic information does not match the identity characteristic information of a legitimate payment user. To enable the user to complete the payment operation matching the payment order by entering a payment password; and / or if it is determined that the identified identity characteristic information does not match the identity characteristic information of a legitimate payment user, collect the person to be identified A face image, and when the aforementioned face image to be identified matches a pre-registered standard user image for performing face recognition, a payment operation matching the aforementioned payment order is performed.
在一實施例中,前述裝置,進一步包含:特徵訊息模型生成模組270,設置為獲取至少兩個標準支付語音,選擇任意一個標準支付語音,提取前述標準支付語音的聲學特徵;基於與前述標準支付語音對應的使用者的身份特徵訊息,及前述標準支付語音的聲學特徵,生成至少兩個特徵訊息模型。 In one embodiment, the aforementioned device further includes: a feature information model generation module 270 configured to obtain at least two standard payment voices, select any one of the standard payment voices, and extract the acoustic characteristics of the aforementioned standard payment voices; The identity information of the user corresponding to the payment voice and the acoustic characteristics of the aforementioned standard payment voice generate at least two feature information models.
本實施例所提供的支付認證裝置可執行本發明任意實施例所提供的支付認證方法,具備執行支付認證方法相應的功能模組及功效。 The payment authentication device provided in this embodiment can execute the payment authentication method provided in any embodiment of the present invention, and has the corresponding function modules and functions for executing the payment authentication method.
實施例三 Example three
圖3為實施例三提供的一種設備的結構示意圖。圖3示出適於用來實現本發明實施方式的示例性設備301的框圖。圖3顯示的設備301僅為一個示例,不應對本實施例的功能及使用範圍帶來任何限制。 FIG. 3 is a schematic structural diagram of a device according to a third embodiment. FIG. 3 shows a block diagram of an exemplary device 301 suitable for use in implementing embodiments of the present invention. The device 301 shown in FIG. 3 is only an example, and should not impose any limitation on the functions and scope of use of this embodiment.
如圖3所示,設備301以通用電腦設備的形式表現。設備301的元件可包含但不限於:一個或多個處理器或處理單元302,系統記憶體303,連接不同系統元件(包含系統記憶體303及處理單元302)的匯流排304。 As shown in FIG. 3, the device 301 is expressed in the form of a general-purpose computer device. The components of the device 301 may include, but are not limited to, one or more processors or processing units 302, a system memory 303, and a bus 304 connecting different system components (including the system memory 303 and the processing unit 302).
匯流排304表示幾類匯流排結構中的一種或多種,包含記憶體匯流排或記憶體控制器,週邊匯流排,圖形加速埠,處理器或使用多種匯流排結構中的任意匯流排結構的區域匯流排。舉例來說,此等體系結構包含但不限於工業標準架構(Industry Standard Architecture,ISA)匯流排,微通道架構(Micro Channel Architecture,MCA)匯流排,增強型ISA匯流排、影片電子標準協會(Video Electronics Standards Association,VESA)區域匯流排以及週邊組件互連(Peripheral Component Interconnect,PCI)匯流排。 The bus 304 represents one or more of several types of bus structures, including a memory bus or a memory controller, a peripheral bus, a graphics acceleration port, a processor, or an area using any of a variety of bus structures. Bus. For example, these architectures include, but are not limited to, the Industry Standard Architecture (ISA) bus, the Micro Channel Architecture (MCA) bus, the enhanced ISA bus, and the Video Electronics Standards Association (Video) Electronics Standards Association (VESA) regional bus and Peripheral Component Interconnect (PCI) bus.
設備301包含多種電腦系統可讀介質。此等介質可為任何能夠被設備301連接的可用介質,包含揮發性及非揮發性介質,可移動的及不可移動的介質。 The device 301 contains various computer system-readable media. These media can be any available media that can be connected by the device 301, including volatile and non-volatile media, removable and non-removable media.
系統記憶體303可包含揮發性記憶體形式的電腦系統可讀 介質,例如隨機存取記憶體(Random Access Memory,RAM)305及/或高速緩衝記憶體306。設備301可進一步包含其它可移動/不可移動的、揮發性/非揮發性電腦系統存儲介質。僅作為舉例,存儲系統307可用於讀寫不可移動的、非揮發性磁介質(圖3未顯示,通常稱為「硬碟驅動器」)。儘管圖3中未示出,可提供用於對可移動非揮發性磁碟(例如「軟磁碟」)讀寫的磁碟機,以及對可移動非揮發性光碟(例如光碟-唯讀記憶體(Compact Disc Read-Only Memory,CD-ROM),數位視訊光碟-唯讀記憶體(Digital Video Disc-Read Only Memory,DVD-ROM)或其它光介質)讀寫的光碟驅動器。在此等情況下,每個驅動器可藉由一個或多個數據介質介面與匯流排304相連。記憶體303可包含至少一個程式產品,該程式產品具有一組(例如至少一個)程式模組,此等程式模組被配置以執行本發明各實施例的功能。 The system memory 303 may include computer system readable media in the form of volatile memory, such as random access memory (RAM) 305 and / or cache memory 306. The device 301 may further include other removable / non-removable, volatile / non-volatile computer system storage media. By way of example only, the storage system 307 can be used to read and write non-removable, non-volatile magnetic media (not shown in FIG. 3 and is commonly referred to as a "hard drive"). Although not shown in Figure 3, disk drives are available for reading and writing to removable non-volatile disks (such as "floppy disks"), and removable non-volatile disks (such as CD-ROM) (Compact Disc Read-Only Memory (CD-ROM), Digital Video Disc-Read Only Memory (DVD-ROM) or other optical media). In these cases, each drive may be connected to the bus 304 through one or more data medium interfaces. The memory 303 may include at least one program product. The program product has a set (for example, at least one) of program modules, and the program modules are configured to perform functions of the embodiments of the present invention.
具有一組(至少一個)程式模組308的程式/實用工具309,可存儲在例如記憶體303中,如此的程式模組308包含作業系統、一個或多個應用程式、其它程式模組以及程式數據,此等示例中的每一個或某種組合中可能包含網路環境的實現。程式模組308通常執行本發明所描述的實施例中的功能及/或方法。 A program / utility tool 309 having a set (at least one) of program modules 308 may be stored in, for example, the memory 303. Such a program module 308 includes an operating system, one or more application programs, other program modules, and programs Data, each or some combination of these examples may include an implementation of the network environment. The program module 308 generally performs functions and / or methods in the embodiments described in the present invention.
設備301亦可與一個或多個外部設備310(例如鍵盤、感測設備、顯示器311等)通訊,進一步可與一個或多個使得使用者能與該設備301交互的設備通訊,及/或與使得該設備301能與一個或多個其它電腦設備進行通訊的任何設備(例如網卡,數據機等等)通訊。此通訊可藉由輸入/輸出(Input/Output,I/O)介面312進行。此外,設備301進一步可藉由網路介面卡313與一個或多個網路(例如區域網路(Local Area Network,LAN), 廣域網路(Wide Area Network,WAN)及/或公共網路,例如網際網路)通訊。如圖所示,網路介面卡313藉由匯流排304與設備301的其它模組通訊。應當明白,儘管圖3中未示出,可結合設備301使用其它硬體及/或軟體模組,包含但不限於:微代碼、裝置驅動程式、冗餘處理單元、外部磁碟驅動陣列、獨立磁碟冗餘陣列(Redundant Arrays of Inexpensive Disks,RAID)系統、磁帶驅動器以及數據備份存儲系統等。 The device 301 may also communicate with one or more external devices 310 (such as a keyboard, a sensing device, a display 311, etc.), and may further communicate with one or more devices that enable a user to interact with the device 301, and / or with Any device (such as a network card, modem, etc.) that enables the device 301 to communicate with one or more other computer devices. This communication can be performed through an input / output (I / O) interface 312. In addition, the device 301 can further use the network interface card 313 and one or more networks (such as a Local Area Network (LAN), a Wide Area Network (WAN), and / or a public network, such as Internet) communication. As shown in the figure, the network interface card 313 communicates with other modules of the device 301 through the bus 304. It should be understood that although not shown in FIG. 3, other hardware and / or software modules may be used in conjunction with the device 301, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, independent Redundant Arrays of Inexpensive Disks (RAID) systems, tape drives, and data backup storage systems.
處理單元302藉由運行存儲在系統記憶體303中的程式,從而執行各種功能應用以及數據處理,例如實現本實施例所提供的一種支付認證方法。 The processing unit 302 executes various functional applications and data processing by running programs stored in the system memory 303, such as implementing a payment authentication method provided in this embodiment.
亦即,前述處理單元執行前述程式時實現:獲取與支付訂單關聯的待驗證支付語音,並識別前述待驗證支付語音中包含的身份特徵訊息;若確定識別出的前述身份特徵訊息與合法支付使用者的身份特徵訊息相匹配,則獲取前述合法支付使用者的標準支付語音;若確定前述待驗證支付語音與前述標準支付語音相匹配,則執行與前述支付訂單匹配的支付操作。 That is, when the foregoing processing unit executes the foregoing program, it realizes: acquiring the payment voice to be verified associated with the payment order, and identifying the identity characteristic information contained in the payment voice to be verified; if it is determined that the identified identity characteristic information is used for legitimate payment If the identity information of the user matches, the standard payment voice of the legitimate payment user is obtained. If it is determined that the payment voice to be verified matches the standard payment voice, a payment operation matching the payment order is performed.
實施例四 Embodiment 4
本實施例四進一步提供一種電腦可讀存儲介質,其存儲有電腦程式,該程式被處理器執行時實現如本發明所有實施例提供的支付認證方法:獲取與支付訂單關聯的待驗證支付語音,並識別前述待驗證支付語音中包含的身份特徵訊息;若確定識別出的前述身份特徵訊息與合法支付使用者的身份特徵訊息相匹配,則獲取前述合法支付使用者的標準支付語音;若確 定前述待驗證支付語音與前述標準支付語音相匹配,則執行與前述支付訂單匹配的支付操作。 This fourth embodiment further provides a computer-readable storage medium that stores a computer program that, when executed by a processor, implements a payment authentication method as provided by all embodiments of the present invention: obtaining a payment voice to be verified associated with a payment order, And identify the identity feature information contained in the aforementioned to-be-verified payment voice; if it is determined that the identified identity feature information matches the identity feature information of the legitimate payment user, then obtain the standard payment voice of the aforementioned legitimate payment user; If the payment voice to be verified matches the standard payment voice, a payment operation matching the payment order is executed.
本實施例的電腦存儲介質,可採用一個或多個電腦可讀的介質的任意組合。電腦可讀介質可為電腦可讀訊號介質或電腦可讀存儲介質。電腦可讀存儲介質例如可為電、磁、光、電磁、紅外線、或半導體的系統、裝置或設備,或任意以上的組合。電腦可讀存儲介質的更具體的例子(非窮舉的列表)包含:具有一個或多個導線的電連接、可擕式電腦磁碟、硬碟、RAM、唯讀記憶體(Read Only Memory,ROM)、可抹除可程式化唯讀記憶體(Erasable Programmable Read Only Memory,EPROM)、快閃記憶體、光纖、可攜式CD-ROM、光存儲裝置、磁存儲裝置、或上述的任意合適的組合。在本說明書中,電腦可讀存儲介質可為任何包含或存儲程式的有形介質,該程式可被指令執行系統、裝置或設備使用抑或與其結合使用。 The computer storage medium of this embodiment may adopt any combination of one or more computer-readable media. The computer-readable medium may be a computer-readable signal medium or a computer-readable storage medium. The computer-readable storage medium may be, for example, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination thereof. More specific examples (non-exhaustive list) of computer-readable storage media include: electrical connections with one or more wires, portable computer diskettes, hard drives, RAM, read-only memory (Read Only Memory, ROM), Erasable Programmable Read Only Memory (EPROM), flash memory, optical fiber, portable CD-ROM, optical storage device, magnetic storage device, or any suitable device described above The combination. In this specification, a computer-readable storage medium may be any tangible medium that contains or stores a program that can be used by or in combination with an instruction execution system, device, or device.
電腦可讀的訊號介質可包含在基頻帶中或作為載波一部分傳播的數據訊號,其中承載電腦可讀的程式碼。此傳播的數據訊號可採用多種形式,包含電磁訊號、光訊號或上述的任意合適的組合。電腦可讀的訊號介質進一步可為電腦可讀存儲介質以外的任何電腦可讀介質,該電腦可讀介質可發送、傳播或傳輸用於由指令執行系統、裝置或設備使用抑或與其結合使用的程式。 The computer-readable signal medium may include a data signal transmitted in a base band or transmitted as part of a carrier wave, which carries computer-readable code. The transmitted data signals can take many forms, including electromagnetic signals, optical signals, or any suitable combination of the foregoing. The computer-readable signal medium may further be any computer-readable medium other than a computer-readable storage medium, and the computer-readable medium may transmit, propagate, or transmit a program for use by or in connection with an instruction execution system, device, or device. .
電腦可讀介質上包含的程式碼可用任何適當的介質傳輸,包含但不限於無線、電線、光纜、無線電頻率(Radio Frequency,RF)等等,或上述的任意合適的組合。 The code contained on the computer-readable medium may be transmitted using any suitable medium, including but not limited to wireless, wire, optical cable, radio frequency (RF), etc., or any suitable combination of the foregoing.
可以一種或多種程式設計語言或其組合來編寫用於執行本 發明操作的電腦程式代碼,前述程式設計語言包含面向對象的程式設計語言-諸如Java、Smalltalk、C++,進一步包含常規的程序式程式設計語言,諸如「C」語言或類似的程式設計語言。程式碼可完全地在使用者電腦上執行、部分地在使用者電腦上執行、作為一個獨立的套裝軟體執行、部分在使用者電腦上部分在遠端電腦上執行、或完全在遠端電腦或伺服器上執行。在關於遠端電腦的情形中,遠端電腦可藉由任意種類的網路,包含LAN或WAN,連接到使用者電腦,或,可連接到外部電腦(例如利用網際網路服務提供商來通過網際網路連接)。 The computer program code for performing the operations of the present invention may be written in one or more programming languages or combinations thereof. The aforementioned programming languages include object-oriented programming languages such as Java, Smalltalk, C ++, and further include conventional programmatic programming. Language, such as "C" or similar programming language. The code can run entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer, partly on a remote computer, or entirely on the remote computer or On the server. In the case of a remote computer, the remote computer can be connected to the user's computer through any kind of network, including a LAN or WAN, or it can be connected to an external computer (such as through an Internet service provider) Internet connection).
本發明提供的支付認證方法解決相關技術中支付身份認證效率低的問題,保證支付的安全性,提高支付認證的效率。 The payment authentication method provided by the present invention solves the problem of low efficiency of payment identity authentication in the related technology, ensures payment security, and improves the efficiency of payment authentication.
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| CN111402896B (en) * | 2019-01-02 | 2023-09-19 | 中国移动通信有限公司研究院 | A voice verification method and network equipment |
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| CN105070288B (en) * | 2015-07-02 | 2018-08-07 | 百度在线网络技术(北京)有限公司 | Vehicle-mounted voice instruction identification method and device |
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