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DK2364496T3 - Cut-and-paste-spoofing-detektion ved anvendelse af DTW-genkendelse, Dynamic Time Warping - Google Patents

Cut-and-paste-spoofing-detektion ved anvendelse af DTW-genkendelse, Dynamic Time Warping

Info

Publication number
DK2364496T3
DK2364496T3 DK09771309.3T DK09771309T DK2364496T3 DK 2364496 T3 DK2364496 T3 DK 2364496T3 DK 09771309 T DK09771309 T DK 09771309T DK 2364496 T3 DK2364496 T3 DK 2364496T3
Authority
DK
Denmark
Prior art keywords
paste
cut
dynamic time
time warping
spoofing detection
Prior art date
Application number
DK09771309.3T
Other languages
English (en)
Inventor
La Pez Jesaos Antonio Villalba
Gimenez Alfonso Ortega
Solano Eduardo Lleida
Gomar Marta Garcia
Redondo Sara Varela
Original Assignee
Agnitio S L
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 Agnitio S L filed Critical Agnitio S L
Application granted granted Critical
Publication of DK2364496T3 publication Critical patent/DK2364496T3/da

Links

Classifications

    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00Speaker identification or verification techniques
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B66HOISTING; LIFTING; HAULING
    • B66BELEVATORS; ESCALATORS OR MOVING WALKWAYS
    • B66B13/00Doors, gates, or other apparatus controlling access to, or exit from, cages or lift well landings
    • B66B13/24Safety devices in passenger lifts, not otherwise provided for, for preventing trapping of passengers
    • B66B13/26Safety devices in passenger lifts, not otherwise provided for, for preventing trapping of passengers between closing doors
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00Speaker identification or verification techniques
    • G10L17/02Preprocessing operations, e.g. segment selection; Pattern representation or modelling, e.g. based on linear discriminant analysis [LDA] or principal components; Feature selection or extraction
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00Speaker identification or verification techniques
    • G10L17/06Decision making techniques; Pattern matching strategies
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00Speaker identification or verification techniques
    • G10L17/22Interactive procedures; Man-machine interfaces
    • G10L17/24Interactive procedures; Man-machine interfaces the user being prompted to utter a password or a predefined phrase
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00Speaker identification or verification techniques
    • G10L17/26Recognition of special voice characteristics, e.g. for use in lie detectors; Recognition of animal voices

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • Acoustics & Sound (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Business, Economics & Management (AREA)
  • Game Theory and Decision Science (AREA)
  • Telephonic Communication Services (AREA)
  • Collating Specific Patterns (AREA)
  • User Interface Of Digital Computer (AREA)
DK09771309.3T 2008-12-10 2009-12-10 Cut-and-paste-spoofing-detektion ved anvendelse af DTW-genkendelse, Dynamic Time Warping DK2364496T3 (da)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
PCT/EP2008/010478 WO2010066269A1 (en) 2008-12-10 2008-12-10 Method for verifying the identify of a speaker and related computer readable medium and computer
PCT/EP2009/004649 WO2010066310A1 (en) 2008-12-10 2009-06-26 Method for verifying the identity of a speaker, system therefore and computer readable medium
PCT/EP2009/008851 WO2010066435A1 (en) 2008-12-10 2009-12-10 Cut and paste spoofing detection using dynamic time wraping

Publications (1)

Publication Number Publication Date
DK2364496T3 true DK2364496T3 (da) 2014-01-13

Family

ID=40627463

Family Applications (2)

Application Number Title Priority Date Filing Date
DK08875076.5T DK2364495T3 (da) 2008-12-10 2008-12-10 Fremgangsmåde til verifikation af identiteten af en talende og tilhørende computerlæsbart medium og computer
DK09771309.3T DK2364496T3 (da) 2008-12-10 2009-12-10 Cut-and-paste-spoofing-detektion ved anvendelse af DTW-genkendelse, Dynamic Time Warping

Family Applications Before (1)

Application Number Title Priority Date Filing Date
DK08875076.5T DK2364495T3 (da) 2008-12-10 2008-12-10 Fremgangsmåde til verifikation af identiteten af en talende og tilhørende computerlæsbart medium og computer

Country Status (5)

Country Link
US (3) US8762149B2 (da)
EP (1) EP2364495B1 (da)
DK (2) DK2364495T3 (da)
ES (2) ES2600227T3 (da)
WO (3) WO2010066269A1 (da)

Families Citing this family (70)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9767806B2 (en) 2013-09-24 2017-09-19 Cirrus Logic International Semiconductor Ltd. Anti-spoofing
WO2010066269A1 (en) * 2008-12-10 2010-06-17 Agnitio, S.L. Method for verifying the identify of a speaker and related computer readable medium and computer
US8930182B2 (en) * 2011-03-17 2015-01-06 International Business Machines Corporation Voice transformation with encoded information
US20130006626A1 (en) * 2011-06-29 2013-01-03 International Business Machines Corporation Voice-based telecommunication login
US10008206B2 (en) 2011-12-23 2018-06-26 National Ict Australia Limited Verifying a user
US8744995B1 (en) 2012-07-30 2014-06-03 Google Inc. Alias disambiguation
US8583750B1 (en) 2012-08-10 2013-11-12 Google Inc. Inferring identity of intended communication recipient
US8520807B1 (en) 2012-08-10 2013-08-27 Google Inc. Phonetically unique communication identifiers
US8571865B1 (en) * 2012-08-10 2013-10-29 Google Inc. Inference-aided speaker recognition
US11539525B2 (en) * 2018-07-24 2022-12-27 Royal Bank Of Canada Systems and methods for secure tokenized credentials
US9837078B2 (en) * 2012-11-09 2017-12-05 Mattersight Corporation Methods and apparatus for identifying fraudulent callers
KR20140076056A (ko) * 2012-12-12 2014-06-20 한국전자통신연구원 음성 기반 캡차 방법 및 장치
US9064495B1 (en) * 2013-05-07 2015-06-23 Amazon Technologies, Inc. Measurement of user perceived latency in a cloud based speech application
CN104219195B (zh) * 2013-05-29 2018-05-22 腾讯科技(深圳)有限公司 身份校验方法、装置及系统
CN104217149B (zh) * 2013-05-31 2017-05-24 国际商业机器公司 基于语音的生物认证方法及设备
EP2860706A3 (en) * 2013-09-24 2015-08-12 Agnitio S.L. Anti-spoofing
US9646613B2 (en) * 2013-11-29 2017-05-09 Daon Holdings Limited Methods and systems for splitting a digital signal
EP3373176B1 (en) 2014-01-17 2020-01-01 Cirrus Logic International Semiconductor Limited Tamper-resistant element for use in speaker recognition
DE102014002207A1 (de) * 2014-02-20 2015-08-20 Friedrich Kisters Verfahren und Vorrichtung zur Identifikation oder Authentifikation einer Person und/oder eines Gegenstandes durch dynamische akustische Sicherheitsinformationen
NL2012300C2 (en) * 2014-02-21 2015-08-25 Novolanguage B V Automated audio optical system for identity authentication.
US10008208B2 (en) 2014-09-18 2018-06-26 Nuance Communications, Inc. Method and apparatus for performing speaker recognition
WO2017063163A1 (en) 2015-10-15 2017-04-20 Nokia Technologies Oy Apparatus, method and computer program product for authentication
JP6523974B2 (ja) * 2016-01-05 2019-06-05 株式会社東芝 コミュニケーション支援装置、コミュニケーション支援方法、および、プログラム
WO2017212206A1 (en) * 2016-06-06 2017-12-14 Cirrus Logic International Semiconductor Limited Voice user interface
GB2552721A (en) 2016-08-03 2018-02-07 Cirrus Logic Int Semiconductor Ltd Methods and apparatus for authentication in an electronic device
GB2555532B (en) * 2016-08-03 2019-11-06 Cirrus Logic Int Semiconductor Ltd Methods and apparatus for authentication in an electronic device
GB2545534B (en) * 2016-08-03 2019-11-06 Cirrus Logic Int Semiconductor Ltd Methods and apparatus for authentication in an electronic device
CA3036561C (en) 2016-09-19 2021-06-29 Pindrop Security, Inc. Channel-compensated low-level features for speaker recognition
US10325601B2 (en) 2016-09-19 2019-06-18 Pindrop Security, Inc. Speaker recognition in the call center
GB2555660B (en) 2016-11-07 2019-12-04 Cirrus Logic Int Semiconductor Ltd Methods and apparatus for authentication in an electronic device
CN110169014A (zh) * 2017-01-03 2019-08-23 诺基亚技术有限公司 用于认证的装置、方法和计算机程序产品
US10397398B2 (en) 2017-01-17 2019-08-27 Pindrop Security, Inc. Authentication using DTMF tones
US10464530B2 (en) * 2017-01-17 2019-11-05 Nio Usa, Inc. Voice biometric pre-purchase enrollment for autonomous vehicles
US10083696B1 (en) 2017-03-07 2018-09-25 Daon Holdings Limited Methods and systems for determining user liveness
US10223248B2 (en) * 2017-05-15 2019-03-05 Bank Of America Corporation Conducting automated software testing using centralized controller and distributed test host servers
US10489287B2 (en) 2017-05-15 2019-11-26 Bank Of America Corporation Conducting automated software testing using centralized controller and distributed test host servers
GB2578386B (en) 2017-06-27 2021-12-01 Cirrus Logic Int Semiconductor Ltd Detection of replay attack
GB201713697D0 (en) 2017-06-28 2017-10-11 Cirrus Logic Int Semiconductor Ltd Magnetic detection of replay attack
GB2563953A (en) 2017-06-28 2019-01-02 Cirrus Logic Int Semiconductor Ltd Detection of replay attack
GB201801530D0 (en) 2017-07-07 2018-03-14 Cirrus Logic Int Semiconductor Ltd Methods, apparatus and systems for authentication
GB201801526D0 (en) 2017-07-07 2018-03-14 Cirrus Logic Int Semiconductor Ltd Methods, apparatus and systems for authentication
GB201801527D0 (en) 2017-07-07 2018-03-14 Cirrus Logic Int Semiconductor Ltd Method, apparatus and systems for biometric processes
GB201801528D0 (en) 2017-07-07 2018-03-14 Cirrus Logic Int Semiconductor Ltd Method, apparatus and systems for biometric processes
GB201801532D0 (en) 2017-07-07 2018-03-14 Cirrus Logic Int Semiconductor Ltd Methods, apparatus and systems for audio playback
GB201801663D0 (en) 2017-10-13 2018-03-21 Cirrus Logic Int Semiconductor Ltd Detection of liveness
GB201804843D0 (en) 2017-11-14 2018-05-09 Cirrus Logic Int Semiconductor Ltd Detection of replay attack
GB2567503A (en) 2017-10-13 2019-04-17 Cirrus Logic Int Semiconductor Ltd Analysing speech signals
GB201801664D0 (en) 2017-10-13 2018-03-21 Cirrus Logic Int Semiconductor Ltd Detection of liveness
GB201803570D0 (en) 2017-10-13 2018-04-18 Cirrus Logic Int Semiconductor Ltd Detection of replay attack
GB201801874D0 (en) 2017-10-13 2018-03-21 Cirrus Logic Int Semiconductor Ltd Improving robustness of speech processing system against ultrasound and dolphin attacks
GB201801661D0 (en) * 2017-10-13 2018-03-21 Cirrus Logic International Uk Ltd Detection of liveness
GB201801659D0 (en) 2017-11-14 2018-03-21 Cirrus Logic Int Semiconductor Ltd Detection of loudspeaker playback
US11735189B2 (en) 2018-01-23 2023-08-22 Cirrus Logic, Inc. Speaker identification
US11264037B2 (en) 2018-01-23 2022-03-01 Cirrus Logic, Inc. Speaker identification
US11475899B2 (en) 2018-01-23 2022-10-18 Cirrus Logic, Inc. Speaker identification
EP3537435A1 (en) * 2018-03-09 2019-09-11 VoicePIN.com Sp. z o.o. Method of verifying the authenticity of a voice sample
US10733996B2 (en) * 2018-03-30 2020-08-04 Qualcomm Incorporated User authentication
US10720166B2 (en) * 2018-04-09 2020-07-21 Synaptics Incorporated Voice biometrics systems and methods
US10529356B2 (en) 2018-05-15 2020-01-07 Cirrus Logic, Inc. Detecting unwanted audio signal components by comparing signals processed with differing linearity
US10818296B2 (en) * 2018-06-21 2020-10-27 Intel Corporation Method and system of robust speaker recognition activation
US10692490B2 (en) 2018-07-31 2020-06-23 Cirrus Logic, Inc. Detection of replay attack
CN109215680B (zh) * 2018-08-16 2020-06-30 公安部第三研究所 一种基于卷积神经网络的语音还原方法
US10915614B2 (en) 2018-08-31 2021-02-09 Cirrus Logic, Inc. Biometric authentication
US11037574B2 (en) 2018-09-05 2021-06-15 Cirrus Logic, Inc. Speaker recognition and speaker change detection
CN109918891B (zh) * 2019-01-24 2023-11-21 平安科技(深圳)有限公司 用户验证方法、装置、计算机设备及存储介质
US11019201B2 (en) 2019-02-06 2021-05-25 Pindrop Security, Inc. Systems and methods of gateway detection in a telephone network
US11646018B2 (en) 2019-03-25 2023-05-09 Pindrop Security, Inc. Detection of calls from voice assistants
US12015637B2 (en) * 2019-04-08 2024-06-18 Pindrop Security, Inc. Systems and methods for end-to-end architectures for voice spoofing detection
KR102321806B1 (ko) * 2019-08-27 2021-11-05 엘지전자 주식회사 음성신호 및 텍스트가 매칭된 데이터베이스의 구축방법 및 이를 위한 시스템, 이를 기록한 컴퓨터 판독 가능한 기록매체
JPWO2023002694A1 (da) * 2021-07-20 2023-01-26

Family Cites Families (40)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3700815A (en) * 1971-04-20 1972-10-24 Bell Telephone Labor Inc Automatic speaker verification by non-linear time alignment of acoustic parameters
US4534056A (en) * 1982-08-26 1985-08-06 Westinghouse Electric Corp. Voice-recognition elevator security system
US5548647A (en) * 1987-04-03 1996-08-20 Texas Instruments Incorporated Fixed text speaker verification method and apparatus
GB9021489D0 (en) * 1990-10-03 1990-11-14 Ensigma Ltd Methods and apparatus for verifying the originator of a sequence of operations
US5265191A (en) 1991-09-17 1993-11-23 At&T Bell Laboratories Technique for voice-based security systems
US5450524A (en) * 1992-09-29 1995-09-12 At&T Corp. Password verification system based on a difference of scores
US5806040A (en) * 1994-01-04 1998-09-08 Itt Corporation Speed controlled telephone credit card verification system
IL113204A (en) * 1995-03-30 1999-03-12 Advanced Recognition Tech Pattern recognition system
US6067517A (en) * 1996-02-02 2000-05-23 International Business Machines Corporation Transcription of speech data with segments from acoustically dissimilar environments
US5752231A (en) * 1996-02-12 1998-05-12 Texas Instruments Incorporated Method and system for performing speaker verification on a spoken utterance
WO1998022936A1 (en) * 1996-11-22 1998-05-28 T-Netix, Inc. Subword-based speaker verification using multiple classifier fusion, with channel, fusion, model, and threshold adaptation
JP2991144B2 (ja) * 1997-01-29 1999-12-20 日本電気株式会社 話者認識装置
AU6049298A (en) 1997-01-31 1998-08-25 T-Netix, Inc. System and method for detecting a recorded voice
US5897616A (en) * 1997-06-11 1999-04-27 International Business Machines Corporation Apparatus and methods for speaker verification/identification/classification employing non-acoustic and/or acoustic models and databases
US6978238B2 (en) * 1999-07-12 2005-12-20 Charles Schwab & Co., Inc. Method and system for identifying a user by voice
US7016833B2 (en) * 2000-11-21 2006-03-21 The Regents Of The University Of California Speaker verification system using acoustic data and non-acoustic data
US6898568B2 (en) * 2001-07-13 2005-05-24 Innomedia Pte Ltd Speaker verification utilizing compressed audio formants
US20030200447A1 (en) * 2001-08-17 2003-10-23 Lotta Almroth Identification system
DE10150108B4 (de) * 2001-10-11 2004-03-11 Siemens Ag Fortwährende Sprecherauthentifizierung
US7050973B2 (en) * 2002-04-22 2006-05-23 Intel Corporation Speaker recognition using dynamic time warp template spotting
GB2388947A (en) 2002-05-22 2003-11-26 Domain Dynamics Ltd Method of voice authentication
US20040172562A1 (en) * 2003-03-01 2004-09-02 Vladimir Berger System and method for identity recognition of an individual for enabling an access to a secured system
IL154733A0 (en) * 2003-03-04 2003-10-31 Financial transaction authorization apparatus and method
US7212613B2 (en) * 2003-09-18 2007-05-01 International Business Machines Corporation System and method for telephonic voice authentication
WO2005031633A1 (en) * 2003-09-30 2005-04-07 Koninklijke Philips Electronics, N.V. System and method for adaptively setting biometric measurement thresholds
JP2005202014A (ja) * 2004-01-14 2005-07-28 Sony Corp 音声信号処理装置、音声信号処理方法および音声信号処理プログラム
US8255223B2 (en) * 2004-12-03 2012-08-28 Microsoft Corporation User authentication by combining speaker verification and reverse turing test
KR100655491B1 (ko) * 2004-12-21 2006-12-11 한국전자통신연구원 음성인식 시스템에서의 2단계 발화 검증 방법 및 장치
CN101124623B (zh) * 2005-02-18 2011-06-01 富士通株式会社 语音认证系统及语音认证方法
US7386105B2 (en) * 2005-05-27 2008-06-10 Nice Systems Ltd Method and apparatus for fraud detection
US20060293892A1 (en) * 2005-06-22 2006-12-28 Jan Pathuel Biometric control systems and associated methods of use
US7516074B2 (en) * 2005-09-01 2009-04-07 Auditude, Inc. Extraction and matching of characteristic fingerprints from audio signals
CN101051464A (zh) * 2006-04-06 2007-10-10 株式会社东芝 说话人认证的注册和验证方法及装置
CN101051463B (zh) * 2006-04-06 2012-07-11 株式会社东芝 说话人认证的验证方法及装置
US20100004931A1 (en) * 2006-09-15 2010-01-07 Bin Ma Apparatus and method for speech utterance verification
US7650281B1 (en) * 2006-10-11 2010-01-19 The U.S. Goverment as Represented By The Director, National Security Agency Method of comparing voice signals that reduces false alarms
WO2008089508A1 (en) * 2007-01-22 2008-07-31 Auraya Pty Ltd Voice recognition system and methods
AU2008305338B2 (en) * 2007-09-24 2011-11-10 Apple Inc. Embedded authentication systems in an electronic device
WO2010066269A1 (en) * 2008-12-10 2010-06-17 Agnitio, S.L. Method for verifying the identify of a speaker and related computer readable medium and computer
US9318114B2 (en) * 2010-11-24 2016-04-19 At&T Intellectual Property I, L.P. System and method for generating challenge utterances for speaker verification

Also Published As

Publication number Publication date
ES2600227T3 (es) 2017-02-07
US20120173239A1 (en) 2012-07-05
DK2364495T3 (da) 2017-01-16
US9792912B2 (en) 2017-10-17
WO2010066269A1 (en) 2010-06-17
WO2010066310A1 (en) 2010-06-17
EP2364495B1 (en) 2016-10-12
US20140081638A1 (en) 2014-03-20
ES2440646T3 (es) 2014-01-29
US9002706B2 (en) 2015-04-07
US20110246198A1 (en) 2011-10-06
EP2364495A1 (en) 2011-09-14
US8762149B2 (en) 2014-06-24
WO2010066435A1 (en) 2010-06-17

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