SG11202002083WA - Method and apparatus for establishing voiceprint model, computer device, and storage medium - Google Patents

Method and apparatus for establishing voiceprint model, computer device, and storage medium

Info

Publication number
SG11202002083WA
SG11202002083WA SG11202002083WA SG11202002083WA SG11202002083WA SG 11202002083W A SG11202002083W A SG 11202002083WA SG 11202002083W A SG11202002083W A SG 11202002083WA SG 11202002083W A SG11202002083W A SG 11202002083WA SG 11202002083W A SG11202002083W A SG 11202002083WA
Authority
SG
Singapore
Prior art keywords
establishing
storage medium
computer device
voiceprint model
voiceprint
Prior art date
Application number
SG11202002083WA
Other languages
English (en)
Inventor
Yuanzhe Cai
Jianzong Wang
Ning Cheng
Jing Xiao
Original Assignee
Ping An Technology Shenzhen Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Ping An Technology Shenzhen Co Ltd filed Critical Ping An Technology Shenzhen Co Ltd
Publication of SG11202002083WA publication Critical patent/SG11202002083WA/en

Links

Classifications

    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00—Speaker identification or verification techniques
    • G10L17/04—Training, enrolment or model building
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/048—Activation functions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/02—Feature extraction for speech recognition; Selection of recognition unit
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L15/16—Speech classification or search using artificial neural networks
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00—Speaker identification or verification techniques
    • G10L17/02—Preprocessing operations, e.g. segment selection; Pattern representation or modelling, e.g. based on linear discriminant analysis [LDA] or principal components; Feature selection or extraction
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00—Speaker identification or verification techniques
    • G10L17/18—Artificial neural networks; Connectionist approaches
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00—Speaker identification or verification techniques
    • G10L17/20—Pattern transformations or operations aimed at increasing system robustness, e.g. against channel noise or different working conditions

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Human Computer Interaction (AREA)
  • Acoustics & Sound (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Biomedical Technology (AREA)
  • Computing Systems (AREA)
  • Biophysics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Mathematical Analysis (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Operations Research (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Electrically Operated Instructional Devices (AREA)
  • Machine Translation (AREA)
  • Telephonic Communication Services (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
SG11202002083WA 2018-05-08 2018-07-06 Method and apparatus for establishing voiceprint model, computer device, and storage medium SG11202002083WA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810433792.XA CN108806696B (zh) 2018-05-08 2018-05-08 建立声纹模型的方法、装置、计算机设备和存储介质
PCT/CN2018/094888 WO2019214047A1 (zh) 2018-05-08 2018-07-06 建立声纹模型的方法、装置、计算机设备和存储介质

Publications (1)

Publication Number Publication Date
SG11202002083WA true SG11202002083WA (en) 2020-04-29

Family

ID=64092054

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202002083WA SG11202002083WA (en) 2018-05-08 2018-07-06 Method and apparatus for establishing voiceprint model, computer device, and storage medium

Country Status (5)

Country Link
US (1) US11322155B2 (zh)
JP (1) JP6906067B2 (zh)
CN (1) CN108806696B (zh)
SG (1) SG11202002083WA (zh)
WO (1) WO2019214047A1 (zh)

Families Citing this family (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110246503A (zh) * 2019-05-20 2019-09-17 平安科技（深圳）有限公司 黑名单声纹库构建方法、装置、计算机设备和存储介质
CN110265040B (zh) * 2019-06-20 2022-05-17 Oppo广东移动通信有限公司 声纹模型的训练方法、装置、存储介质及电子设备
CN110211569A (zh) * 2019-07-09 2019-09-06 浙江百应科技有限公司 基于语音图谱和深度学习的实时性别识别方法
CN110491393B (zh) * 2019-08-30 2022-04-22 科大讯飞股份有限公司 声纹表征模型的训练方法及相关装置
CN110428853A (zh) * 2019-08-30 2019-11-08 北京太极华保科技股份有限公司 语音活性检测方法、语音活性检测装置以及电子设备
CN110600040B (zh) * 2019-09-19 2021-05-25 北京三快在线科技有限公司 声纹特征注册方法、装置、计算机设备及存储介质
CN110780741B (zh) * 2019-10-28 2022-03-01 Oppo广东移动通信有限公司 模型训练方法、应用运行方法、装置、介质及电子设备
CN111292510A (zh) * 2020-01-16 2020-06-16 广州华铭电力科技有限公司 一种城市电缆被外力破坏的识别预警方法
CN113409793B (zh) * 2020-02-28 2024-05-17 阿里巴巴集团控股有限公司 语音识别方法及智能家居系统、会议设备、计算设备
CN111414511B (zh) * 2020-03-25 2023-08-22 合肥讯飞数码科技有限公司 自动声纹建模入库方法、装置以及设备
IL274741A (en) * 2020-05-18 2021-12-01 Verint Systems Ltd A system and method for obtaining voiceprints for large populations
CN113948089A (zh) * 2020-06-30 2022-01-18 北京猎户星空科技有限公司 声纹模型训练和声纹识别方法、装置、设备及介质
TWI807203B (zh) * 2020-07-28 2023-07-01 華碩電腦股份有限公司 聲音辨識方法及使用其之電子裝置
CN112466311B (zh) * 2020-12-22 2022-08-19 深圳壹账通智能科技有限公司 声纹识别方法、装置、存储介质及计算机设备
CN112637428A (zh) * 2020-12-29 2021-04-09 平安科技（深圳）有限公司 无效通话判断方法、装置、计算机设备及存储介质
CN113011302B (zh) * 2021-03-11 2022-04-01 国网电力科学研究院武汉南瑞有限责任公司 一种基于卷积神经网络的雷声信号识别系统及方法
CN113179442B (zh) * 2021-04-20 2022-04-29 浙江工业大学 一种基于语音识别的视频中音频流替换方法
CN113421575B (zh) * 2021-06-30 2024-02-06 平安科技（深圳）有限公司 声纹识别方法、装置、设备及存储介质
CN114113837B (zh) * 2021-11-15 2024-04-30 国网辽宁省电力有限公司朝阳供电公司 一种基于声学特征的变压器带电检测方法及系统
CN114495948B (zh) * 2022-04-18 2022-09-09 北京快联科技有限公司 一种声纹识别方法及装置
CN115831152B (zh) * 2022-11-28 2023-07-04 国网山东省电力公司应急管理中心 一种用于实时监测应急装备发电机运行状态的声音监测装置及方法

Family Cites Families (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8645137B2 (en) * 2000-03-16 2014-02-04 Apple Inc. Fast, language-independent method for user authentication by voice
KR100679051B1 (ko) * 2005-12-14 2007-02-05 삼성전자주식회사 복수의 신뢰도 측정 알고리즘을 이용한 음성 인식 장치 및방법
US11074495B2 (en) * 2013-02-28 2021-07-27 Z Advanced Computing, Inc. (Zac) System and method for extremely efficient image and pattern recognition and artificial intelligence platform
CN104485102A (zh) * 2014-12-23 2015-04-01 智慧眼（湖南）科技发展有限公司 声纹识别方法和装置
CN106157959B (zh) * 2015-03-31 2019-10-18 讯飞智元信息科技有限公司 声纹模型更新方法及系统
US10884503B2 (en) * 2015-12-07 2021-01-05 Sri International VPA with integrated object recognition and facial expression recognition
CN105513597B (zh) * 2015-12-30 2018-07-10 百度在线网络技术（北京）有限公司 声纹认证处理方法及装置
CN105845140A (zh) * 2016-03-23 2016-08-10 广州势必可赢网络科技有限公司 应用于短语音条件下的说话人确认方法和装置
CN107492382B (zh) * 2016-06-13 2020-12-18 阿里巴巴集团控股有限公司 基于神经网络的声纹信息提取方法及装置
CN106448684A (zh) * 2016-11-16 2017-02-22 北京大学深圳研究生院 基于深度置信网络特征矢量的信道鲁棒声纹识别系统
CN106847292B (zh) * 2017-02-16 2018-06-19 平安科技（深圳）有限公司 声纹识别方法及装置
EP3607741A4 (en) * 2017-04-07 2020-12-09 INTEL Corporation METHODS AND SYSTEMS USING CAMERA DEVICES FOR DEEP NEURAL CHANNEL AND CONVOLVING NETWORK IMAGES AND FORMATS
WO2018184222A1 (en) * 2017-04-07 2018-10-11 Intel Corporation Methods and systems using improved training and learning for deep neural networks
US10896669B2 (en) * 2017-05-19 2021-01-19 Baidu Usa Llc Systems and methods for multi-speaker neural text-to-speech
US20180358003A1 (en) * 2017-06-09 2018-12-13 Qualcomm Incorporated Methods and apparatus for improving speech communication and speech interface quality using neural networks
CN107357875B (zh) * 2017-07-04 2021-09-10 北京奇艺世纪科技有限公司 一种语音搜索方法、装置及电子设备
CN107680582B (zh) * 2017-07-28 2021-03-26 平安科技（深圳）有限公司 声学模型训练方法、语音识别方法、装置、设备及介质
US11055604B2 (en) * 2017-09-12 2021-07-06 Intel Corporation Per kernel Kmeans compression for neural networks
CN107993071A (zh) * 2017-11-21 2018-05-04 平安科技（深圳）有限公司 电子装置、基于声纹的身份验证方法及存储介质
US11264037B2 (en) * 2018-01-23 2022-03-01 Cirrus Logic, Inc. Speaker identification
US10437936B2 (en) * 2018-02-01 2019-10-08 Jungle Disk, L.L.C. Generative text using a personality model
WO2020035085A2 (en) * 2019-10-31 2020-02-20 Alipay (Hangzhou) Information Technology Co., Ltd. System and method for determining voice characteristics

Also Published As

Publication number Publication date
CN108806696B (zh) 2020-06-05
US11322155B2 (en) 2022-05-03
CN108806696A (zh) 2018-11-13
JP2020524308A (ja) 2020-08-13
US20200294509A1 (en) 2020-09-17
JP6906067B2 (ja) 2021-07-21
WO2019214047A1 (zh) 2019-11-14

Similar Documents

Publication Publication Date Title
SG11202002083WA (en) Method and apparatus for establishing voiceprint model, computer device, and storage medium
SG11202110565RA (en) Face recognition method and apparatus, electronic device, and storage medium
SG11202002078UA (en) Method and apparatus for training semantic segmentation model, computer device, and storage medium
SG11202006192YA (en) Face recognition method and apparatus, electronic device, and storage medium
EP3805988A4 (en) TRAINING PROCESS FOR MODEL, STORAGE MEDIA AND COMPUTER DEVICE
SG11202008322UA (en) Neural network model training method and apparatus, computer device, and storage medium
SG11202002740SA (en) Face pose analysis method and apparatus, device, storage medium, and program
EP3968222A4 (en) Classification task model training method, apparatus and device and storage medium
SG11202100004XA (en) Machine learning process implementation method and apparatus, device, and storage medium
SG11202011156YA (en) Digital certificate verification method and apparatus, computer device, and storage medium
SG11202101217YA (en) Communication connection method and apparatus, computer device, and storage medium
SG11202103527XA (en) Interactive plot implementation method, device, computer apparatus, and storage medium
EP3605537A4 (en) LANGUAGE MOTION DETECTION METHOD AND DEVICE, COMPUTER DEVICE AND STORAGE MEDIUM
EP3648099A4 (en) VOICE RECOGNITION METHOD, DEVICE, DEVICE AND STORAGE MEDIUM
EP3848730A4 (en) POSITIONING PROCESS, APPARATUS AND DEVICE, AND COMPUTER READABLE STORAGE MEDIA
SG11202010921PA (en) Election method and apparatus for representative node device, computer device, and storage medium
SG11202004541WA (en) Chatbot configuration method and apparatus, computer device, and storage medium
SG11201913916QA (en) Question data generation method and apparatus, computer device, and storage medium
SG11202107392TA (en) Application starting method and apparatus, computer device and storage medium
EP3961441A4 (en) IDENTITY VERIFICATION METHOD AND APPARATUS, COMPUTER DEVICE AND STORAGE MEDIA
EP3992846A4 (en) ACTION RECOGNITION METHOD AND APPARATUS, COMPUTER STORAGE MEDIUM AND COMPUTER DEVICE
EP3739447A4 (en) METHOD OF EXECUTING A PROGRAM, DEVICE, COMPUTER DEVICE, AND STORAGE MEDIUM
SG11202103326QA (en) Video cutting method and apparatus, computer device and storage medium
EP3859685A4 (en) METHOD AND DEVICE FOR CREATING A THREE-DIMENSIONAL MODEL, DEVICE AND STORAGE MEDIUM
SG11202010699XA (en) Risk control method, risk control apparatus, electronic device, and storage medium