WO2003009277A3 - Automatic identification of sound recordings - Google Patents

Automatic identification of sound recordings Download PDF

Info

Publication number
WO2003009277A3
WO2003009277A3 PCT/US2002/023101 US0223101W WO03009277A3 WO 2003009277 A3 WO2003009277 A3 WO 2003009277A3 US 0223101 W US0223101 W US 0223101W WO 03009277 A3 WO03009277 A3 WO 03009277A3
Authority
WO
WIPO (PCT)
Prior art keywords
sound recordings
vectors
automatic identification
copies
original
Prior art date
Application number
PCT/US2002/023101
Other languages
French (fr)
Other versions
WO2003009277A2 (en
Inventor
Maxwell Wells
Vidya Venkatachalam
Luca Cazzanti
Kwan Fai Cheung
Navdeep Dhillon
Somsak Sukittanon
Original Assignee
Gracenote Inc
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 Gracenote Inc filed Critical Gracenote Inc
Priority to AU2002346116A priority Critical patent/AU2002346116A1/en
Priority to DE60236161T priority patent/DE60236161D1/en
Priority to KR10-2004-7000980A priority patent/KR20040024870A/en
Priority to EP02744877A priority patent/EP1410380B1/en
Priority to JP2003514541A priority patent/JP2004536348A/en
Publication of WO2003009277A2 publication Critical patent/WO2003009277A2/en
Publication of WO2003009277A3 publication Critical patent/WO2003009277A3/en

Links

Classifications

    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/26Speech to text systems
    • GPHYSICS
    • G11INFORMATION STORAGE
    • G11BINFORMATION STORAGE BASED ON RELATIVE MOVEMENT BETWEEN RECORD CARRIER AND TRANSDUCER
    • G11B27/00Editing; Indexing; Addressing; Timing or synchronising; Monitoring; Measuring tape travel
    • G11B27/10Indexing; Addressing; Timing or synchronising; Measuring tape travel
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/40Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/60Information retrieval; Database structures therefor; File system structures therefor of audio data
    • G06F16/63Querying
    • G06F16/632Query formulation
    • G06F16/634Query by example, e.g. query by humming
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/60Information retrieval; Database structures therefor; File system structures therefor of audio data
    • G06F16/68Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/683Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content

Abstract

Copies of original sound recordings are identified by extracting features from the copy, creating a vector of those features, and comparing that vector against a database of vectors. Identification can be performed for copies of sound recordings that have been subjected to compression and other manipulation such that they are not exact replicas of the original. Computational efficiency permits many hundreds of queries to be serviced at the same time. The vectors may be less than 100 bytes, so that many millions of vectors can be stored on a portable device.
PCT/US2002/023101 2001-07-20 2002-07-22 Automatic identification of sound recordings WO2003009277A2 (en)

Priority Applications (5)

Application Number Priority Date Filing Date Title
AU2002346116A AU2002346116A1 (en) 2001-07-20 2002-07-22 Automatic identification of sound recordings
DE60236161T DE60236161D1 (en) 2001-07-20 2002-07-22 AUTOMATIC IDENTIFICATION OF SOUND RECORDS
KR10-2004-7000980A KR20040024870A (en) 2001-07-20 2002-07-22 Automatic identification of sound recordings
EP02744877A EP1410380B1 (en) 2001-07-20 2002-07-22 Automatic identification of sound recordings
JP2003514541A JP2004536348A (en) 2001-07-20 2002-07-22 Automatic recording identification

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US30691101P 2001-07-20 2001-07-20
US60/306,911 2001-07-20

Publications (2)

Publication Number Publication Date
WO2003009277A2 WO2003009277A2 (en) 2003-01-30
WO2003009277A3 true WO2003009277A3 (en) 2003-09-12

Family

ID=23187416

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2002/023101 WO2003009277A2 (en) 2001-07-20 2002-07-22 Automatic identification of sound recordings

Country Status (7)

Country Link
US (2) US7328153B2 (en)
EP (1) EP1410380B1 (en)
JP (1) JP2004536348A (en)
KR (1) KR20040024870A (en)
AU (1) AU2002346116A1 (en)
DE (1) DE60236161D1 (en)
WO (1) WO2003009277A2 (en)

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8959016B2 (en) 2002-09-27 2015-02-17 The Nielsen Company (Us), Llc Activating functions in processing devices using start codes embedded in audio
US9100132B2 (en) 2002-07-26 2015-08-04 The Nielsen Company (Us), Llc Systems and methods for gathering audience measurement data
US9136965B2 (en) 2007-05-02 2015-09-15 The Nielsen Company (Us), Llc Methods and apparatus for generating signatures
US9197421B2 (en) 2012-05-15 2015-11-24 The Nielsen Company (Us), Llc Methods and apparatus to measure exposure to streaming media
US9210208B2 (en) 2011-06-21 2015-12-08 The Nielsen Company (Us), Llc Monitoring streaming media content
US9282366B2 (en) 2012-08-13 2016-03-08 The Nielsen Company (Us), Llc Methods and apparatus to communicate audience measurement information
US9313544B2 (en) 2013-02-14 2016-04-12 The Nielsen Company (Us), Llc Methods and apparatus to measure exposure to streaming media
US9326044B2 (en) 2008-03-05 2016-04-26 The Nielsen Company (Us), Llc Methods and apparatus for generating signatures
US9336784B2 (en) 2013-07-31 2016-05-10 The Nielsen Company (Us), Llc Apparatus, system and method for merging code layers for audio encoding and decoding and error correction thereof
US9380356B2 (en) 2011-04-12 2016-06-28 The Nielsen Company (Us), Llc Methods and apparatus to generate a tag for media content
US9460730B2 (en) 2007-11-12 2016-10-04 The Nielsen Company (Us), Llc Methods and apparatus to perform audio watermarking and watermark detection and extraction
US11557304B2 (en) 2008-01-29 2023-01-17 The Nielsen Company (Us), Llc Methods and apparatus for performing variable block length watermarking of media

Families Citing this family (299)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6829368B2 (en) * 2000-01-26 2004-12-07 Digimarc Corporation Establishing and interacting with on-line media collections using identifiers in media signals
US7013301B2 (en) * 2003-09-23 2006-03-14 Predixis Corporation Audio fingerprinting system and method
EP2136306B1 (en) 2000-08-23 2013-03-20 Gracenote, Inc. Method and system for obtaining information
US7890374B1 (en) 2000-10-24 2011-02-15 Rovi Technologies Corporation System and method for presenting music to consumers
US7277766B1 (en) * 2000-10-24 2007-10-02 Moodlogic, Inc. Method and system for analyzing digital audio files
DE60228202D1 (en) * 2001-02-12 2008-09-25 Gracenote Inc METHOD FOR GENERATING AN IDENTIFICATION HASH FROM THE CONTENTS OF A MULTIMEDIA FILE
US6993532B1 (en) 2001-05-30 2006-01-31 Microsoft Corporation Auto playlist generator
EP1410380B1 (en) 2001-07-20 2010-04-28 Gracenote, Inc. Automatic identification of sound recordings
JP4398242B2 (en) * 2001-07-31 2010-01-13 グレースノート インコーポレイテッド Multi-stage identification method for recording
US20050010604A1 (en) * 2001-12-05 2005-01-13 Digital Networks North America, Inc. Automatic identification of DVD title using internet technologies and fuzzy matching techniques
US20030131350A1 (en) 2002-01-08 2003-07-10 Peiffer John C. Method and apparatus for identifying a digital audio signal
KR20040086350A (en) 2002-02-05 2004-10-08 코닌클리케 필립스 일렉트로닉스 엔.브이. Efficient storage of fingerprints
US7085675B2 (en) * 2002-02-06 2006-08-01 The University Of Chicago Subband domain signal validation
DE60323086D1 (en) * 2002-04-25 2008-10-02 Landmark Digital Services Llc ROBUST AND INVARIANT AUDIO COMPUTER COMPARISON
US7824029B2 (en) 2002-05-10 2010-11-02 L-1 Secure Credentialing, Inc. Identification card printer-assembler for over the counter card issuing
WO2003098627A2 (en) * 2002-05-16 2003-11-27 Koninklijke Philips Electronics N.V. Signal processing method and arrangement
US7461392B2 (en) * 2002-07-01 2008-12-02 Microsoft Corporation System and method for identifying and segmenting repeating media objects embedded in a stream
US7082394B2 (en) * 2002-06-25 2006-07-25 Microsoft Corporation Noise-robust feature extraction using multi-layer principal component analysis
CN1327393C (en) * 2002-07-26 2007-07-18 皇家飞利浦电子股份有限公司 Identification of digital data sequences
US20040034441A1 (en) * 2002-08-16 2004-02-19 Malcolm Eaton System and method for creating an index of audio tracks
US7222071B2 (en) * 2002-09-27 2007-05-22 Arbitron Inc. Audio data receipt/exposure measurement with code monitoring and signature extraction
US9711153B2 (en) 2002-09-27 2017-07-18 The Nielsen Company (Us), Llc Activating functions in processing devices using encoded audio and detecting audio signatures
ATE426297T1 (en) * 2002-09-30 2009-04-15 Gracenote Inc FINGERPRINT EXTRACTION
AU2003274545A1 (en) * 2002-11-12 2004-06-03 Koninklijke Philips Electronics N.V. Fingerprinting multimedia contents
US8589505B2 (en) * 2002-11-27 2013-11-19 Texas Instruments Incorporated Method and apparatus for identifying and retrieving media content
CN1745374A (en) 2002-12-27 2006-03-08 尼尔逊媒介研究股份有限公司 Methods and apparatus for transcoding metadata
US7091409B2 (en) * 2003-02-14 2006-08-15 University Of Rochester Music feature extraction using wavelet coefficient histograms
US6973451B2 (en) 2003-02-21 2005-12-06 Sony Corporation Medium content identification
KR20050113614A (en) * 2003-02-26 2005-12-02 코닌클리케 필립스 일렉트로닉스 엔.브이. Handling of digital silence in audio fingerprinting
US7606790B2 (en) 2003-03-03 2009-10-20 Digimarc Corporation Integrating and enhancing searching of media content and biometric databases
EP1457889A1 (en) * 2003-03-13 2004-09-15 Koninklijke Philips Electronics N.V. Improved fingerprint matching method and system
WO2004107208A1 (en) * 2003-05-30 2004-12-09 Koninklijke Philips Electronics N.V. Search and storage of media fingerprints
CA2530012C (en) 2003-06-20 2012-04-03 Nielsen Media Research, Inc. Signature-based program identification apparatus and methods for use with digital broadcast systems
US7359900B2 (en) * 2003-07-29 2008-04-15 All Media Guide, Llc Digital audio track set recognition system
US8918316B2 (en) 2003-07-29 2014-12-23 Alcatel Lucent Content identification system
EP1668903A4 (en) 2003-09-12 2011-01-05 Nielsen Media Res Inc Digital video signature apparatus and methods for use with video program identification systems
WO2005038777A1 (en) * 2003-10-21 2005-04-28 Philips Intellectual Property & Standards Gmbh Intelligent speech recognition with user interfaces
US7379875B2 (en) * 2003-10-24 2008-05-27 Microsoft Corporation Systems and methods for generating audio thumbnails
CN1882984A (en) * 2003-11-18 2006-12-20 皇家飞利浦电子股份有限公司 Matching data objects by matching derived fingerprints
AU2005215786A1 (en) 2004-02-17 2005-09-01 Nielsen Media Research, Inc. Et Al. Methods and apparatus for monitoring video games
US8229751B2 (en) * 2004-02-26 2012-07-24 Mediaguide, Inc. Method and apparatus for automatic detection and identification of unidentified Broadcast audio or video signals
CA2557198A1 (en) 2004-02-26 2005-09-09 Mediaguide, Inc. Method and apparatus for automatic detection and identification of broadcast audio or video programming signal
US20050215239A1 (en) * 2004-03-26 2005-09-29 Nokia Corporation Feature extraction in a networked portable device
WO2005101243A1 (en) * 2004-04-13 2005-10-27 Matsushita Electric Industrial Co. Ltd. Method and apparatus for identifying audio such as music
US8688248B2 (en) * 2004-04-19 2014-04-01 Shazam Investments Limited Method and system for content sampling and identification
ITMI20040985A1 (en) * 2004-05-17 2004-08-17 Technicolor S P A AUTOMATIC SOUND SYNCHRONIZATION DETECTION
JP4135689B2 (en) * 2004-06-29 2008-08-20 ソニー株式会社 Program, electronic apparatus, data processing method, and playback apparatus
WO2006006528A1 (en) * 2004-07-09 2006-01-19 Nippon Telegraph And Telephone Corporation Acoustic signal detection system, acoustic signal detection server, video signal search device, video signal search method, video signal search program and recording medium, signal search device, signal search method, signal search program, and recording medium
DE102004036154B3 (en) 2004-07-26 2005-12-22 Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. Apparatus and method for robust classification of audio signals and method for setting up and operating an audio signal database and computer program
WO2006023770A2 (en) * 2004-08-18 2006-03-02 Nielsen Media Research, Inc. Methods and apparatus for generating signatures
GB0420464D0 (en) 2004-09-14 2004-10-20 Zentian Ltd A speech recognition circuit and method
US20060090020A1 (en) * 2004-10-08 2006-04-27 Time Trax Technologies Corporation Connector for satellite radio-computer interface
DE102004049457B3 (en) * 2004-10-11 2006-07-06 Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. Method and device for extracting a melody underlying an audio signal
US7574451B2 (en) * 2004-11-02 2009-08-11 Microsoft Corporation System and method for speeding up database lookups for multiple synchronized data streams
EP1667106B1 (en) * 2004-12-06 2009-11-25 Sony Deutschland GmbH Method for generating an audio signature
US20060155754A1 (en) * 2004-12-08 2006-07-13 Steven Lubin Playlist driven automated content transmission and delivery system
US7470853B2 (en) * 2004-12-10 2008-12-30 Panasonic Corporation Musical composition processing device
US7567899B2 (en) * 2004-12-30 2009-07-28 All Media Guide, Llc Methods and apparatus for audio recognition
US7451078B2 (en) * 2004-12-30 2008-11-11 All Media Guide, Llc Methods and apparatus for identifying media objects
WO2006089065A1 (en) * 2005-02-17 2006-08-24 Casabyte, Inc. Methods and apparatuses to remotely test communications networks using digital fingerprints of content
US20060242198A1 (en) * 2005-04-22 2006-10-26 Microsoft Corporation Methods, computer-readable media, and data structures for building an authoritative database of digital audio identifier elements and identifying media items
US7647128B2 (en) * 2005-04-22 2010-01-12 Microsoft Corporation Methods, computer-readable media, and data structures for building an authoritative database of digital audio identifier elements and identifying media items
JP2006351002A (en) * 2005-05-17 2006-12-28 Fuji Xerox Co Ltd Document verifying apparatus, document verifying method and program
US8473295B2 (en) * 2005-08-05 2013-06-25 Microsoft Corporation Redictation of misrecognized words using a list of alternatives
US20070106405A1 (en) * 2005-08-19 2007-05-10 Gracenote, Inc. Method and system to provide reference data for identification of digital content
WO2007023660A1 (en) * 2005-08-24 2007-03-01 Matsushita Electric Industrial Co., Ltd. Sound identifying device
US7516074B2 (en) * 2005-09-01 2009-04-07 Auditude, Inc. Extraction and matching of characteristic fingerprints from audio signals
US7774078B2 (en) * 2005-09-16 2010-08-10 Sony Corporation Method and apparatus for audio data analysis in an audio player
WO2007046049A1 (en) * 2005-10-17 2007-04-26 Koninklijke Philips Electronics N.V. Method and device for calculating a similarity metric between a first feature vector and a second feature vector
CA2628061A1 (en) * 2005-11-10 2007-05-24 Melodis Corporation System and method for storing and retrieving non-text-based information
ITMI20052196A1 (en) * 2005-11-16 2007-05-17 Eurisko Nop World S R L METHOD AND SYSTEM FOR THE COMPARISON OF AUDIO SIGNALS AND THE IDENTIFICATION OF A SOUND SOURCE
WO2007070846A2 (en) * 2005-12-15 2007-06-21 Mediaguide, Inc. Method and apparatus for automatic detection and identification of broadcast audio or video signals
JP2007172138A (en) * 2005-12-20 2007-07-05 Sony Corp Content reproduction device, list correction unit, content reproduction method and list correction method
US20070162761A1 (en) * 2005-12-23 2007-07-12 Davis Bruce L Methods and Systems to Help Detect Identity Fraud
US20090006337A1 (en) * 2005-12-30 2009-01-01 Mediaguide, Inc. Method and apparatus for automatic detection and identification of unidentified video signals
US20080027931A1 (en) * 2006-02-27 2008-01-31 Vobile, Inc. Systems and methods for publishing, searching, retrieving and binding metadata for a digital object
KR100717401B1 (en) * 2006-03-02 2007-05-11 삼성전자주식회사 Method and apparatus for normalizing voice feature vector by backward cumulative histogram
US8495075B2 (en) * 2006-03-08 2013-07-23 Apple Inc. Fuzzy string matching of media meta-data
JP2009529753A (en) * 2006-03-09 2009-08-20 グレースノート インコーポレイテッド Media navigation method and system
US20070239675A1 (en) * 2006-03-29 2007-10-11 Microsoft Corporation Web search media service
US7772478B2 (en) * 2006-04-12 2010-08-10 Massachusetts Institute Of Technology Understanding music
US8549022B1 (en) 2007-07-02 2013-10-01 Datascout, Inc. Fingerprint generation of multimedia content based on a trigger point with the multimedia content
US7840540B2 (en) 2006-04-20 2010-11-23 Datascout, Inc. Surrogate hashing
US8463000B1 (en) 2007-07-02 2013-06-11 Pinehill Technology, Llc Content identification based on a search of a fingerprint database
US9020964B1 (en) 2006-04-20 2015-04-28 Pinehill Technology, Llc Generation of fingerprints for multimedia content based on vectors and histograms
US7991206B1 (en) 2007-07-02 2011-08-02 Datascout, Inc. Surrogate heuristic identification
US8156132B1 (en) 2007-07-02 2012-04-10 Pinehill Technology, Llc Systems for comparing image fingerprints
US7801868B1 (en) 2006-04-20 2010-09-21 Datascout, Inc. Surrogate hashing
US7814070B1 (en) 2006-04-20 2010-10-12 Datascout, Inc. Surrogate hashing
US7774385B1 (en) * 2007-07-02 2010-08-10 Datascout, Inc. Techniques for providing a surrogate heuristic identification interface
KR100684457B1 (en) * 2006-05-04 2007-02-22 주식회사 모빌리언스 System, method and mobile terminal for providing information using recognition of outer sound in mobile phone
EP2013970A2 (en) * 2006-05-04 2009-01-14 Nxp B.V. Receiver with afc function for operating in soft handover
JP4665836B2 (en) * 2006-05-31 2011-04-06 日本ビクター株式会社 Music classification device, music classification method, and music classification program
US7600094B1 (en) * 2006-06-30 2009-10-06 Juniper Networks, Inc. Linked list traversal with reduced memory accesses
JP4597919B2 (en) * 2006-07-03 2010-12-15 日本電信電話株式会社 Acoustic signal feature extraction method, extraction device, extraction program, recording medium recording the program, acoustic signal search method, search device, search program using the features, and recording medium recording the program
US20080091451A1 (en) 2006-07-12 2008-04-17 Crystal Jack C Methods and systems for compliance confirmation and incentives
US20120245978A1 (en) * 2006-07-12 2012-09-27 Arbitron, Inc. System and method for determinimg contextual characteristics of media exposure data
KR100883652B1 (en) * 2006-08-03 2009-02-18 삼성전자주식회사 Method and apparatus for speech/silence interval identification using dynamic programming, and speech recognition system thereof
US8707459B2 (en) 2007-01-19 2014-04-22 Digimarc Corporation Determination of originality of content
US8738749B2 (en) 2006-08-29 2014-05-27 Digimarc Corporation Content monitoring and host compliance evaluation
US8010511B2 (en) 2006-08-29 2011-08-30 Attributor Corporation Content monitoring and compliance enforcement
US9654447B2 (en) 2006-08-29 2017-05-16 Digimarc Corporation Customized handling of copied content based on owner-specified similarity thresholds
EP2070231B1 (en) * 2006-10-03 2013-07-03 Shazam Entertainment, Ltd. Method for high throughput of identification of distributed broadcast content
EP1921577A1 (en) * 2006-11-10 2008-05-14 Yamaha Corporation Social networking system
JP5200392B2 (en) * 2007-02-28 2013-06-05 ヤマハ株式会社 Content providing server and program thereof
US20080168051A1 (en) * 2007-01-08 2008-07-10 Palo Alto Research Center Incorporated Systems and methods for sharing information
WO2008103738A2 (en) * 2007-02-20 2008-08-28 Nielsen Media Research, Inc. Methods and apparatus for characterizing media
US7979464B2 (en) * 2007-02-27 2011-07-12 Motion Picture Laboratories, Inc. Associating rights to multimedia content
US8453170B2 (en) * 2007-02-27 2013-05-28 Landmark Digital Services Llc System and method for monitoring and recognizing broadcast data
US7949649B2 (en) * 2007-04-10 2011-05-24 The Echo Nest Corporation Automatically acquiring acoustic and cultural information about music
US8073854B2 (en) * 2007-04-10 2011-12-06 The Echo Nest Corporation Determining the similarity of music using cultural and acoustic information
US9554721B1 (en) * 2007-04-23 2017-01-31 Neurowave Systems Inc. Seizure detector, brain dysfunction monitor and method
US20080274687A1 (en) 2007-05-02 2008-11-06 Roberts Dale T Dynamic mixed media package
EP2162818A1 (en) * 2007-05-25 2010-03-17 Bang & Olufsen A/S System and a method for providing events to a user
JP5090523B2 (en) * 2007-06-06 2012-12-05 ドルビー ラボラトリーズ ライセンシング コーポレイション Method and apparatus for improving audio / video fingerprint search accuracy using a combination of multiple searches
JP2009008823A (en) * 2007-06-27 2009-01-15 Fujitsu Ltd Sound recognition device, sound recognition method and sound recognition program
US8140331B2 (en) * 2007-07-06 2012-03-20 Xia Lou Feature extraction for identification and classification of audio signals
US8351643B2 (en) * 2007-10-05 2013-01-08 Dolby Laboratories Licensing Corporation Media fingerprints that reliably correspond to media content
JP4404130B2 (en) 2007-10-22 2010-01-27 ソニー株式会社 Information processing terminal device, information processing device, information processing method, and program
JP4424410B2 (en) 2007-11-07 2010-03-03 ソニー株式会社 Information processing system and information processing method
US8639510B1 (en) 2007-12-24 2014-01-28 Kai Yu Acoustic scoring unit implemented on a single FPGA or ASIC
US8352265B1 (en) 2007-12-24 2013-01-08 Edward Lin Hardware implemented backend search engine for a high-rate speech recognition system
US8463610B1 (en) 2008-01-18 2013-06-11 Patrick J. Bourke Hardware-implemented scalable modular engine for low-power speech recognition
US8443046B2 (en) * 2008-03-19 2013-05-14 Clear Channel Management Services, Inc. Automated content delivery to distributed media outlets
US20090307207A1 (en) * 2008-06-09 2009-12-10 Murray Thomas J Creation of a multi-media presentation
US20110178799A1 (en) * 2008-07-25 2011-07-21 The Board Of Trustees Of The University Of Illinois Methods and systems for identifying speech sounds using multi-dimensional analysis
US20100023328A1 (en) * 2008-07-28 2010-01-28 Griffin Jr Paul P Audio Recognition System
WO2010047683A1 (en) * 2008-10-20 2010-04-29 Qiang Wang Fast signature scan
US8359205B2 (en) 2008-10-24 2013-01-22 The Nielsen Company (Us), Llc Methods and apparatus to perform audio watermarking and watermark detection and extraction
US8121830B2 (en) * 2008-10-24 2012-02-21 The Nielsen Company (Us), Llc Methods and apparatus to extract data encoded in media content
US9667365B2 (en) 2008-10-24 2017-05-30 The Nielsen Company (Us), Llc Methods and apparatus to perform audio watermarking and watermark detection and extraction
US8508357B2 (en) * 2008-11-26 2013-08-13 The Nielsen Company (Us), Llc Methods and apparatus to encode and decode audio for shopper location and advertisement presentation tracking
US10631068B2 (en) 2008-11-26 2020-04-21 Free Stream Media Corp. Content exposure attribution based on renderings of related content across multiple devices
US10880340B2 (en) 2008-11-26 2020-12-29 Free Stream Media Corp. Relevancy improvement through targeting of information based on data gathered from a networked device associated with a security sandbox of a client device
US9154942B2 (en) 2008-11-26 2015-10-06 Free Stream Media Corp. Zero configuration communication between a browser and a networked media device
US8180891B1 (en) 2008-11-26 2012-05-15 Free Stream Media Corp. Discovery, access control, and communication with networked services from within a security sandbox
US9519772B2 (en) 2008-11-26 2016-12-13 Free Stream Media Corp. Relevancy improvement through targeting of information based on data gathered from a networked device associated with a security sandbox of a client device
US10567823B2 (en) 2008-11-26 2020-02-18 Free Stream Media Corp. Relevant advertisement generation based on a user operating a client device communicatively coupled with a networked media device
US10419541B2 (en) 2008-11-26 2019-09-17 Free Stream Media Corp. Remotely control devices over a network without authentication or registration
US10977693B2 (en) 2008-11-26 2021-04-13 Free Stream Media Corp. Association of content identifier of audio-visual data with additional data through capture infrastructure
US9986279B2 (en) 2008-11-26 2018-05-29 Free Stream Media Corp. Discovery, access control, and communication with networked services
US9961388B2 (en) 2008-11-26 2018-05-01 David Harrison Exposure of public internet protocol addresses in an advertising exchange server to improve relevancy of advertisements
US10334324B2 (en) 2008-11-26 2019-06-25 Free Stream Media Corp. Relevant advertisement generation based on a user operating a client device communicatively coupled with a networked media device
US20100132122A1 (en) * 2008-12-02 2010-06-03 Dan Hollingshead Bed-Mounted Computer Terminal
US9390167B2 (en) 2010-07-29 2016-07-12 Soundhound, Inc. System and methods for continuous audio matching
US8433431B1 (en) 2008-12-02 2013-04-30 Soundhound, Inc. Displaying text to end users in coordination with audio playback
US20100198926A1 (en) * 2009-02-05 2010-08-05 Bang & Olufsen A/S Method and an apparatus for providing more of the same
US8442829B2 (en) * 2009-02-17 2013-05-14 Sony Computer Entertainment Inc. Automatic computation streaming partition for voice recognition on multiple processors with limited memory
US8060715B2 (en) * 2009-03-31 2011-11-15 Symantec Corporation Systems and methods for controlling initialization of a fingerprint cache for data deduplication
US8168876B2 (en) * 2009-04-10 2012-05-01 Cyberlink Corp. Method of displaying music information in multimedia playback and related electronic device
CN104683827A (en) 2009-05-01 2015-06-03 尼尔森(美国)有限公司 Methods and apparatus to provide secondary content in association with primary broadcast media content
WO2010135623A1 (en) * 2009-05-21 2010-11-25 Digimarc Corporation Robust signatures derived from local nonlinear filters
WO2010138776A2 (en) * 2009-05-27 2010-12-02 Spot411 Technologies, Inc. Audio-based synchronization to media
US9055335B2 (en) 2009-05-29 2015-06-09 Cognitive Networks, Inc. Systems and methods for addressing a media database using distance associative hashing
US10375451B2 (en) 2009-05-29 2019-08-06 Inscape Data, Inc. Detection of common media segments
US10116972B2 (en) 2009-05-29 2018-10-30 Inscape Data, Inc. Methods for identifying video segments and displaying option to view from an alternative source and/or on an alternative device
US8769584B2 (en) 2009-05-29 2014-07-01 TVI Interactive Systems, Inc. Methods for displaying contextually targeted content on a connected television
US10949458B2 (en) 2009-05-29 2021-03-16 Inscape Data, Inc. System and method for improving work load management in ACR television monitoring system
US9449090B2 (en) 2009-05-29 2016-09-20 Vizio Inscape Technologies, Llc Systems and methods for addressing a media database using distance associative hashing
US8620967B2 (en) * 2009-06-11 2013-12-31 Rovi Technologies Corporation Managing metadata for occurrences of a recording
FR2946820B1 (en) * 2009-06-16 2012-05-11 Canon Kk DATA TRANSMISSION METHOD AND ASSOCIATED DEVICE.
US8738354B2 (en) * 2009-06-19 2014-05-27 Microsoft Corporation Trans-lingual representation of text documents
US20110015968A1 (en) * 2009-07-17 2011-01-20 Carlson Alan L Automated media and content reporting system for broadcast media
CN102498514B (en) * 2009-08-04 2014-06-18 诺基亚公司 Method and apparatus for audio signal classification
US20110041154A1 (en) * 2009-08-14 2011-02-17 All Media Guide, Llc Content Recognition and Synchronization on a Television or Consumer Electronics Device
US8401683B2 (en) * 2009-08-31 2013-03-19 Apple Inc. Audio onset detection
US20110069937A1 (en) * 2009-09-18 2011-03-24 Laura Toerner Apparatus, system and method for identifying advertisements from a broadcast source and providing functionality relating to the same
US20110078020A1 (en) * 2009-09-30 2011-03-31 Lajoie Dan Systems and methods for identifying popular audio assets
US8677400B2 (en) * 2009-09-30 2014-03-18 United Video Properties, Inc. Systems and methods for identifying audio content using an interactive media guidance application
US8161071B2 (en) 2009-09-30 2012-04-17 United Video Properties, Inc. Systems and methods for audio asset storage and management
US8521779B2 (en) 2009-10-09 2013-08-27 Adelphoi Limited Metadata record generation
US8245249B2 (en) * 2009-10-09 2012-08-14 The Nielson Company (Us), Llc Methods and apparatus to adjust signature matching results for audience measurement
US8121618B2 (en) 2009-10-28 2012-02-21 Digimarc Corporation Intuitive computing methods and systems
US8490131B2 (en) * 2009-11-05 2013-07-16 Sony Corporation Automatic capture of data for acquisition of metadata
US8594392B2 (en) * 2009-11-18 2013-11-26 Yahoo! Inc. Media identification system for efficient matching of media items having common content
US8886531B2 (en) 2010-01-13 2014-11-11 Rovi Technologies Corporation Apparatus and method for generating an audio fingerprint and using a two-stage query
US20110173185A1 (en) * 2010-01-13 2011-07-14 Rovi Technologies Corporation Multi-stage lookup for rolling audio recognition
US8810404B2 (en) * 2010-04-08 2014-08-19 The United States Of America, As Represented By The Secretary Of The Navy System and method for radio-frequency fingerprinting as a security layer in RFID devices
US10192138B2 (en) 2010-05-27 2019-01-29 Inscape Data, Inc. Systems and methods for reducing data density in large datasets
US9838753B2 (en) 2013-12-23 2017-12-05 Inscape Data, Inc. Monitoring individual viewing of television events using tracking pixels and cookies
WO2011154722A1 (en) * 2010-06-09 2011-12-15 Adelphoi Limited System and method for audio media recognition
US9311395B2 (en) 2010-06-10 2016-04-12 Aol Inc. Systems and methods for manipulating electronic content based on speech recognition
US9047371B2 (en) 2010-07-29 2015-06-02 Soundhound, Inc. System and method for matching a query against a broadcast stream
EP2416317A1 (en) * 2010-08-03 2012-02-08 Irdeto B.V. Detection of watermarks in signals
US9484046B2 (en) 2010-11-04 2016-11-01 Digimarc Corporation Smartphone-based methods and systems
US8676574B2 (en) * 2010-11-10 2014-03-18 Sony Computer Entertainment Inc. Method for tone/intonation recognition using auditory attention cues
US8584198B2 (en) * 2010-11-12 2013-11-12 Google Inc. Syndication including melody recognition and opt out
US8584197B2 (en) * 2010-11-12 2013-11-12 Google Inc. Media rights management using melody identification
US20120155663A1 (en) * 2010-12-16 2012-06-21 Nice Systems Ltd. Fast speaker hunting in lawful interception systems
US8700400B2 (en) * 2010-12-30 2014-04-15 Microsoft Corporation Subspace speech adaptation
CN102591864B (en) * 2011-01-06 2015-03-25 上海银晨智能识别科技有限公司 Data updating method and device in comparison system
US9093120B2 (en) 2011-02-10 2015-07-28 Yahoo! Inc. Audio fingerprint extraction by scaling in time and resampling
US8756061B2 (en) 2011-04-01 2014-06-17 Sony Computer Entertainment Inc. Speech syllable/vowel/phone boundary detection using auditory attention cues
US20120259638A1 (en) * 2011-04-08 2012-10-11 Sony Computer Entertainment Inc. Apparatus and method for determining relevance of input speech
US9002490B2 (en) * 2011-04-13 2015-04-07 Longsand Limted Methods and systems for generating frictionless social experience environment
US9035163B1 (en) 2011-05-10 2015-05-19 Soundbound, Inc. System and method for targeting content based on identified audio and multimedia
US20120294459A1 (en) * 2011-05-17 2012-11-22 Fender Musical Instruments Corporation Audio System and Method of Using Adaptive Intelligence to Distinguish Information Content of Audio Signals in Consumer Audio and Control Signal Processing Function
US20120294457A1 (en) * 2011-05-17 2012-11-22 Fender Musical Instruments Corporation Audio System and Method of Using Adaptive Intelligence to Distinguish Information Content of Audio Signals and Control Signal Processing Function
US8521759B2 (en) * 2011-05-23 2013-08-27 Rovi Technologies Corporation Text-based fuzzy search
ES2459391T3 (en) * 2011-06-06 2014-05-09 Bridge Mediatech, S.L. Method and system to get audio hashing invariant to the channel
CN102982804B (en) 2011-09-02 2017-05-03 杜比实验室特许公司 Method and system of voice frequency classification
US9098576B1 (en) * 2011-10-17 2015-08-04 Google Inc. Ensemble interest point detection for audio matching
US8831763B1 (en) * 2011-10-18 2014-09-09 Google Inc. Intelligent interest point pruning for audio matching
US8586847B2 (en) * 2011-12-02 2013-11-19 The Echo Nest Corporation Musical fingerprinting based on onset intervals
US8492633B2 (en) 2011-12-02 2013-07-23 The Echo Nest Corporation Musical fingerprinting
CN104170244B (en) 2011-12-13 2018-01-09 沙特阿拉伯石油公司 Submersible electric pump monitors and failure predication
US8625027B2 (en) * 2011-12-27 2014-01-07 Home Box Office, Inc. System and method for verification of media content synchronization
US9332363B2 (en) 2011-12-30 2016-05-03 The Nielsen Company (Us), Llc System and method for determining meter presence utilizing ambient fingerprints
US9684715B1 (en) * 2012-03-08 2017-06-20 Google Inc. Audio identification using ordinal transformation
US8965766B1 (en) * 2012-03-15 2015-02-24 Google Inc. Systems and methods for identifying music in a noisy environment
US9081791B2 (en) * 2012-03-19 2015-07-14 P2S Media Group Oy Method and apparatus for reducing duplicates of multimedia data items in service system
JP5242826B1 (en) * 2012-03-22 2013-07-24 株式会社東芝 Information processing apparatus and information processing method
US9148738B1 (en) * 2012-03-30 2015-09-29 Google Inc. Using local gradients for pitch resistant audio matching
US8938089B1 (en) * 2012-06-26 2015-01-20 Google Inc. Detection of inactive broadcasts during live stream ingestion
US10957310B1 (en) 2012-07-23 2021-03-23 Soundhound, Inc. Integrated programming framework for speech and text understanding with meaning parsing
US9069849B1 (en) * 2012-10-10 2015-06-30 Google Inc. Methods for enforcing time alignment for speed resistant audio matching
KR101854815B1 (en) * 2012-10-10 2018-05-04 광주과학기술원 Spectroscopic apparatus and spectroscopic method
ES2750635T3 (en) 2012-10-16 2020-03-26 Abbott Lab Method of increasing the length of Debye on the surface of a sensor in a sample solution and the corresponding computer-readable storage medium
US9020822B2 (en) 2012-10-19 2015-04-28 Sony Computer Entertainment Inc. Emotion recognition using auditory attention cues extracted from users voice
US9031293B2 (en) 2012-10-19 2015-05-12 Sony Computer Entertainment Inc. Multi-modal sensor based emotion recognition and emotional interface
US9672811B2 (en) 2012-11-29 2017-06-06 Sony Interactive Entertainment Inc. Combining auditory attention cues with phoneme posterior scores for phone/vowel/syllable boundary detection
US9529907B2 (en) * 2012-12-31 2016-12-27 Google Inc. Hold back and real time ranking of results in a streaming matching system
WO2014108890A1 (en) * 2013-01-09 2014-07-17 Novospeech Ltd Method and apparatus for phoneme separation in an audio signal
US9542947B2 (en) * 2013-03-12 2017-01-10 Google Technology Holdings LLC Method and apparatus including parallell processes for voice recognition
US9153239B1 (en) * 2013-03-14 2015-10-06 Google Inc. Differentiating between near identical versions of a song
US9123330B1 (en) * 2013-05-01 2015-09-01 Google Inc. Large-scale speaker identification
US9711152B2 (en) 2013-07-31 2017-07-18 The Nielsen Company (Us), Llc Systems apparatus and methods for encoding/decoding persistent universal media codes to encoded audio
JP6085538B2 (en) * 2013-09-02 2017-02-22 本田技研工業株式会社 Sound recognition apparatus, sound recognition method, and sound recognition program
US9350312B1 (en) * 2013-09-19 2016-05-24 iZotope, Inc. Audio dynamic range adjustment system and method
EP3061233B1 (en) * 2013-10-25 2019-12-11 Microsoft Technology Licensing, LLC Representing blocks with hash values in video and image coding and decoding
US9507849B2 (en) 2013-11-28 2016-11-29 Soundhound, Inc. Method for combining a query and a communication command in a natural language computer system
US9747368B1 (en) * 2013-12-05 2017-08-29 Google Inc. Batch reconciliation of music collections
US9323770B1 (en) * 2013-12-06 2016-04-26 Google Inc. Fingerprint merging after claim generation
US9354778B2 (en) 2013-12-06 2016-05-31 Digimarc Corporation Smartphone-based methods and systems
US9955192B2 (en) 2013-12-23 2018-04-24 Inscape Data, Inc. Monitoring individual viewing of television events using tracking pixels and cookies
CN103763586B (en) * 2014-01-16 2017-05-10 北京酷云互动科技有限公司 Television program interaction method and device and server
US9292488B2 (en) 2014-02-01 2016-03-22 Soundhound, Inc. Method for embedding voice mail in a spoken utterance using a natural language processing computer system
US9749762B2 (en) 2014-02-06 2017-08-29 OtoSense, Inc. Facilitating inferential sound recognition based on patterns of sound primitives
WO2015120184A1 (en) * 2014-02-06 2015-08-13 Otosense Inc. Instant real time neuro-compatible imaging of signals
US10198697B2 (en) 2014-02-06 2019-02-05 Otosense Inc. Employing user input to facilitate inferential sound recognition based on patterns of sound primitives
US9311639B2 (en) 2014-02-11 2016-04-12 Digimarc Corporation Methods, apparatus and arrangements for device to device communication
US9420349B2 (en) 2014-02-19 2016-08-16 Ensequence, Inc. Methods and systems for monitoring a media stream and selecting an action
US11295730B1 (en) 2014-02-27 2022-04-05 Soundhound, Inc. Using phonetic variants in a local context to improve natural language understanding
WO2015131325A1 (en) 2014-03-04 2015-09-11 Microsoft Technology Licensing, Llc Hash table construction and availability checking for hash-based block matching
US10303800B2 (en) 2014-03-04 2019-05-28 Interactive Intelligence Group, Inc. System and method for optimization of audio fingerprint search
US9438940B2 (en) 2014-04-07 2016-09-06 The Nielsen Company (Us), Llc Methods and apparatus to identify media using hash keys
US9699499B2 (en) 2014-04-30 2017-07-04 The Nielsen Company (Us), Llc Methods and apparatus to measure exposure to streaming media
US9564123B1 (en) 2014-05-12 2017-02-07 Soundhound, Inc. Method and system for building an integrated user profile
US9590755B2 (en) 2014-05-16 2017-03-07 Alphonso Inc. Efficient apparatus and method for audio signature generation using audio threshold
KR102287779B1 (en) 2014-06-23 2021-08-06 마이크로소프트 테크놀로지 라이센싱, 엘엘씨 Encoder decisions based on results of hash-based block matching
US20160005410A1 (en) * 2014-07-07 2016-01-07 Serguei Parilov System, apparatus, and method for audio fingerprinting and database searching for audio identification
US20160063021A1 (en) * 2014-08-28 2016-03-03 Futurewei Technologies, Inc. Metadata Index Search in a File System
US9548830B2 (en) 2014-09-05 2017-01-17 The Nielsen Company (Us), Llc Methods and apparatus to generate signatures representative of media
MX2017004210A (en) 2014-09-30 2017-11-15 Microsoft Technology Licensing Llc Hash-based encoder decisions for video coding.
US9805099B2 (en) * 2014-10-30 2017-10-31 The Johns Hopkins University Apparatus and method for efficient identification of code similarity
US9704507B2 (en) 2014-10-31 2017-07-11 Ensequence, Inc. Methods and systems for decreasing latency of content recognition
AU2015355209B2 (en) 2014-12-01 2019-08-29 Inscape Data, Inc. System and method for continuous media segment identification
KR20160086680A (en) * 2015-01-12 2016-07-20 한국전자통신연구원 Audio Signal Communication Method And System Thereof
CN108337925B (en) 2015-01-30 2024-02-27 构造数据有限责任公司 Method for identifying video clips and displaying options viewed from alternative sources and/or on alternative devices
US10929464B1 (en) * 2015-02-04 2021-02-23 Google Inc. Employing entropy information to facilitate determining similarity between content items
GB2538043B (en) * 2015-03-09 2017-12-13 Buddi Ltd Activity monitor
JPWO2016151721A1 (en) * 2015-03-23 2018-01-25 パイオニア株式会社 Management device, acoustic adjustment management method, acoustic device, and music reproduction method
CA2982797C (en) 2015-04-17 2023-03-14 Inscape Data, Inc. Systems and methods for reducing data density in large datasets
US9762965B2 (en) 2015-05-29 2017-09-12 The Nielsen Company (Us), Llc Methods and apparatus to measure exposure to streaming media
WO2017011792A1 (en) 2015-07-16 2017-01-19 Vizio Inscape Technologies, Llc Prediction of future views of video segments to optimize system resource utilization
US10080062B2 (en) 2015-07-16 2018-09-18 Inscape Data, Inc. Optimizing media fingerprint retention to improve system resource utilization
CN108293140B (en) 2015-07-16 2020-10-02 构造数据有限责任公司 Detection of common media segments
KR20180030885A (en) 2015-07-16 2018-03-26 인스케이프 데이터, 인코포레이티드 System and method for dividing search indexes for improved efficiency in identifying media segments
US10089987B2 (en) * 2015-12-21 2018-10-02 Invensense, Inc. Music detection and identification
US20170309298A1 (en) * 2016-04-20 2017-10-26 Gracenote, Inc. Digital fingerprint indexing
CN106910494B (en) 2016-06-28 2020-11-13 创新先进技术有限公司 Audio identification method and device
US10403275B1 (en) * 2016-07-28 2019-09-03 Josh.ai LLC Speech control for complex commands
WO2018046088A1 (en) 2016-09-09 2018-03-15 Huawei Technologies Co., Ltd. A device and method for classifying an acoustic environment
US10349196B2 (en) 2016-10-03 2019-07-09 Nokia Technologies Oy Method of editing audio signals using separated objects and associated apparatus
US10553238B2 (en) * 2016-11-18 2020-02-04 Microroyalties, LLC Crowdsourced noise monitoring systems and methods
US11095877B2 (en) 2016-11-30 2021-08-17 Microsoft Technology Licensing, Llc Local hash-based motion estimation for screen remoting scenarios
US9934785B1 (en) 2016-11-30 2018-04-03 Spotify Ab Identification of taste attributes from an audio signal
BR112019019430A2 (en) 2017-04-06 2020-04-14 Inscape Data Inc computer program system, method and product
US11043206B2 (en) 2017-05-18 2021-06-22 Aiqudo, Inc. Systems and methods for crowdsourced actions and commands
US11056105B2 (en) 2017-05-18 2021-07-06 Aiqudo, Inc Talk back from actions in applications
US11340925B2 (en) 2017-05-18 2022-05-24 Peloton Interactive Inc. Action recipes for a crowdsourced digital assistant system
WO2018213788A1 (en) * 2017-05-18 2018-11-22 Aiqudo, Inc. Systems and methods for crowdsourced actions and commands
US10762347B1 (en) 2017-05-25 2020-09-01 David Andrew Caulkins Waveform generation and recognition system
US11234060B2 (en) 2017-09-01 2022-01-25 Roku, Inc. Weave streaming content into a linear viewing experience
US11418858B2 (en) 2017-09-01 2022-08-16 Roku, Inc. Interactive content when the secondary content is server stitched
CN110622155A (en) 2017-10-03 2019-12-27 谷歌有限责任公司 Identifying music as a particular song
US10629213B2 (en) 2017-10-25 2020-04-21 The Nielsen Company (Us), Llc Methods and apparatus to perform windowed sliding transforms
US10726852B2 (en) 2018-02-19 2020-07-28 The Nielsen Company (Us), Llc Methods and apparatus to perform windowed sliding transforms
US11049507B2 (en) 2017-10-25 2021-06-29 Gracenote, Inc. Methods, apparatus, and articles of manufacture to identify sources of network streaming services
US10733998B2 (en) 2017-10-25 2020-08-04 The Nielsen Company (Us), Llc Methods, apparatus and articles of manufacture to identify sources of network streaming services
US10409915B2 (en) 2017-11-30 2019-09-10 Ayzenberg Group, Inc. Determining personality profiles based on online social speech
CN112533534A (en) * 2018-08-21 2021-03-19 宝洁公司 Method for identifying pore color
FR3085785B1 (en) * 2018-09-07 2021-05-14 Gracenote Inc METHODS AND APPARATUS FOR GENERATING A DIGITAL FOOTPRINT OF AN AUDIO SIGNAL BY NORMALIZATION
CN110379436A (en) * 2019-06-14 2019-10-25 东南大学 A kind of information concealing method based on DWT-DCT-SVD
US10825460B1 (en) * 2019-07-03 2020-11-03 Cisco Technology, Inc. Audio fingerprinting for meeting services
CN110503961B (en) * 2019-09-03 2023-03-14 北京字节跳动网络技术有限公司 Audio recognition method and device, storage medium and electronic equipment
US11501457B2 (en) 2020-05-08 2022-11-15 The Procter & Gamble Company Methods for identifying dendritic pores
US11202085B1 (en) 2020-06-12 2021-12-14 Microsoft Technology Licensing, Llc Low-cost hash table construction and hash-based block matching for variable-size blocks
US11798577B2 (en) 2021-03-04 2023-10-24 Gracenote, Inc. Methods and apparatus to fingerprint an audio signal

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5400261A (en) * 1990-06-21 1995-03-21 Reynolds Software, Inc. Method and apparatus for wave analysis and event recognition
WO2002011123A2 (en) * 2000-07-31 2002-02-07 Shazam Entertainment Limited Method for search in an audio database

Family Cites Families (81)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3919479A (en) * 1972-09-21 1975-11-11 First National Bank Of Boston Broadcast signal identification system
DE2536640C3 (en) * 1975-08-16 1979-10-11 Philips Patentverwaltung Gmbh, 2000 Hamburg Arrangement for the detection of noises
JPS5525150A (en) * 1978-08-10 1980-02-22 Nec Corp Pattern recognition unit
US4415767A (en) * 1981-10-19 1983-11-15 Votan Method and apparatus for speech recognition and reproduction
SE8106186L (en) * 1981-10-20 1983-04-21 Hans Olof Kohler PROCEDURE AND DEVICE FOR DETERMINING THE COMPLIANCE OF AN ANALYTICAL SIGNAL WITH AT LEAST ONE REFERENCE SIGNAL
US4450531A (en) * 1982-09-10 1984-05-22 Ensco, Inc. Broadcast signal recognition system and method
JPS6095648A (en) 1983-10-28 1985-05-29 Fujitsu Ltd Virtual fba pseudo processing device
US4697209A (en) * 1984-04-26 1987-09-29 A. C. Nielsen Company Methods and apparatus for automatically identifying programs viewed or recorded
AU576251B2 (en) * 1984-08-31 1988-08-18 Tachikawa Spring Co. Ltd. A rotation adjusting apparatus
US4677466A (en) * 1985-07-29 1987-06-30 A. C. Nielsen Company Broadcast program identification method and apparatus
US4739398A (en) * 1986-05-02 1988-04-19 Control Data Corporation Method, apparatus and system for recognizing broadcast segments
US4843562A (en) * 1987-06-24 1989-06-27 Broadcast Data Systems Limited Partnership Broadcast information classification system and method
US4931871A (en) * 1988-06-14 1990-06-05 Kramer Robert A Method of and system for identification and verification of broadcasted program segments
JPH03240100A (en) 1990-02-19 1991-10-25 Nec Corp Multi-pulse type voice encoding and decoding device
JPH03245244A (en) 1990-02-23 1991-10-31 Kyocera Corp Correction information writing device for electronic publication medium
US5210820A (en) * 1990-05-02 1993-05-11 Broadcast Data Systems Limited Partnership Signal recognition system and method
US5262940A (en) * 1990-08-23 1993-11-16 Lester Sussman Portable audio/audio-visual media tracking device
US5510572A (en) * 1992-01-12 1996-04-23 Casio Computer Co., Ltd. Apparatus for analyzing and harmonizing melody using results of melody analysis
JP2763082B2 (en) 1992-04-01 1998-06-11 国際電信電話株式会社 Centralized management system for prepaid card balance and remaining credit
US5436653A (en) * 1992-04-30 1995-07-25 The Arbitron Company Method and system for recognition of broadcast segments
US5437050A (en) * 1992-11-09 1995-07-25 Lamb; Robert G. Method and apparatus for recognizing broadcast information using multi-frequency magnitude detection
JP3743453B2 (en) * 1993-01-27 2006-02-08 セイコーエプソン株式会社 Nonvolatile semiconductor memory device
US5536902A (en) * 1993-04-14 1996-07-16 Yamaha Corporation Method of and apparatus for analyzing and synthesizing a sound by extracting and controlling a sound parameter
US5581658A (en) * 1993-12-14 1996-12-03 Infobase Systems, Inc. Adaptive system for broadcast program identification and reporting
US5719926A (en) * 1994-06-10 1998-02-17 Communications Product Development, Inc. Prepaid long-distance telephone service system with flexible operating parameters
US5539635A (en) * 1994-07-19 1996-07-23 Larson, Jr.; Ernest J. Radio station program identifier and distribution system
JP3093113B2 (en) * 1994-09-21 2000-10-03 日本アイ・ビー・エム株式会社 Speech synthesis method and system
US6560349B1 (en) 1994-10-21 2003-05-06 Digimarc Corporation Audio monitoring using steganographic information
JPH08241554A (en) 1995-03-05 1996-09-17 Nakamichi Corp Disk transfer device
US5616876A (en) * 1995-04-19 1997-04-01 Microsoft Corporation System and methods for selecting music on the basis of subjective content
JP3307156B2 (en) * 1995-04-24 2002-07-24 ヤマハ株式会社 Music information analyzer
US6408331B1 (en) 1995-07-27 2002-06-18 Digimarc Corporation Computer linking methods using encoded graphics
US6829368B2 (en) 2000-01-26 2004-12-07 Digimarc Corporation Establishing and interacting with on-line media collections using identifiers in media signals
US6505160B1 (en) 1995-07-27 2003-01-07 Digimarc Corporation Connected audio and other media objects
US7562392B1 (en) 1999-05-19 2009-07-14 Digimarc Corporation Methods of interacting with audio and ambient music
JP3196604B2 (en) * 1995-09-27 2001-08-06 ヤマハ株式会社 Chord analyzer
US5693903A (en) * 1996-04-04 1997-12-02 Coda Music Technology, Inc. Apparatus and method for analyzing vocal audio data to provide accompaniment to a vocalist
US5918223A (en) * 1996-07-22 1999-06-29 Muscle Fish Method and article of manufacture for content-based analysis, storage, retrieval, and segmentation of audio information
US6088455A (en) * 1997-01-07 2000-07-11 Logan; James D. Methods and apparatus for selectively reproducing segments of broadcast programming
US5986692A (en) * 1996-10-03 1999-11-16 Logan; James D. Systems and methods for computer enhanced broadcast monitoring
US5999689A (en) * 1996-11-01 1999-12-07 Iggulden; Jerry Method and apparatus for controlling a videotape recorder in real-time to automatically identify and selectively skip segments of a television broadcast signal during recording of the television signal
US6034925A (en) * 1996-12-02 2000-03-07 Thomson Consumer Electronics, Inc. Accessing control method for identifying a recording medium in a jukebox
US6058300A (en) * 1997-02-04 2000-05-02 National Telemanagement Corporation Prepay telecommunications system
US5987525A (en) * 1997-04-15 1999-11-16 Cddb, Inc. Network delivery of interactive entertainment synchronized to playback of audio recordings
US6226672B1 (en) 1997-05-02 2001-05-01 Sony Corporation Method and system for allowing users to access and/or share media libraries, including multimedia collections of audio and video information via a wide area network
JP3765171B2 (en) * 1997-10-07 2006-04-12 ヤマハ株式会社 Speech encoding / decoding system
US6070067A (en) * 1997-10-31 2000-05-30 Telefonaktiebolaget Lm Ericsson Prepayment method utilizing credit information stored in mobile terminals for accessing wireless telecommunication networks
US6219639B1 (en) * 1998-04-28 2001-04-17 International Business Machines Corporation Method and apparatus for recognizing identity of individuals employing synchronized biometrics
US6201176B1 (en) * 1998-05-07 2001-03-13 Canon Kabushiki Kaisha System and method for querying a music database
US6195542B1 (en) * 1998-07-31 2001-02-27 Avaya Technology Corp. Identification by a central computer of a wireless telephone functioning as a transaction device
US6611812B2 (en) * 1998-08-13 2003-08-26 International Business Machines Corporation Secure electronic content distribution on CDS and DVDs
AUPP547898A0 (en) * 1998-08-26 1998-09-17 Canon Kabushiki Kaisha System and method for automatic music generation
BR9913963A (en) 1998-09-15 2003-04-01 In Touch Technologies Ltd Enhanced communication platform and related communication method using the platform
US6223210B1 (en) * 1998-10-14 2001-04-24 Radio Computing Services, Inc. System and method for an automated broadcast system
US6185527B1 (en) * 1999-01-19 2001-02-06 International Business Machines Corporation System and method for automatic audio content analysis for word spotting, indexing, classification and retrieval
US6498955B1 (en) * 1999-03-19 2002-12-24 Accenture Llp Member preference control of an environment
DE60037119T3 (en) 1999-03-29 2012-10-04 Gotuit Media Corp., ELECTRONIC STORAGE OF MUSIC DATA AND PROGRAMS, WITH THE DETECTION OF PROGRAM SEGMENTS, SUCH AS MUSIC LECTURES RECORDED, AND SYSTEM FOR THE MANAGEMENT AND PLAYING OF SUCH PROGRAM SEGMENTS
US7362946B1 (en) 1999-04-12 2008-04-22 Canon Kabushiki Kaisha Automated visual image editing system
US6434520B1 (en) * 1999-04-16 2002-08-13 International Business Machines Corporation System and method for indexing and querying audio archives
US7302574B2 (en) 1999-05-19 2007-11-27 Digimarc Corporation Content identifiers triggering corresponding responses through collaborative processing
US7013301B2 (en) * 2003-09-23 2006-03-14 Predixis Corporation Audio fingerprinting system and method
US20050038819A1 (en) * 2000-04-21 2005-02-17 Hicken Wendell T. Music Recommendation system and method
US20010044719A1 (en) * 1999-07-02 2001-11-22 Mitsubishi Electric Research Laboratories, Inc. Method and system for recognizing, indexing, and searching acoustic signals
GR1003625B (en) 1999-07-08 2001-08-31 Method of automatic recognition of musical compositions and sound signals
GB9918611D0 (en) 1999-08-07 1999-10-13 Sibelius Software Ltd Music database searching
US8326584B1 (en) 1999-09-14 2012-12-04 Gracenote, Inc. Music searching methods based on human perception
US7174293B2 (en) * 1999-09-21 2007-02-06 Iceberg Industries Llc Audio identification system and method
US6941275B1 (en) 1999-10-07 2005-09-06 Remi Swierczek Music identification system
US6539395B1 (en) * 2000-03-22 2003-03-25 Mood Logic, Inc. Method for creating a database for comparing music
US6453252B1 (en) 2000-05-15 2002-09-17 Creative Technology Ltd. Process for identifying audio content
US6609093B1 (en) * 2000-06-01 2003-08-19 International Business Machines Corporation Methods and apparatus for performing heteroscedastic discriminant analysis in pattern recognition systems
US6545209B1 (en) * 2000-07-05 2003-04-08 Microsoft Corporation Music content characteristic identification and matching
US7853664B1 (en) 2000-07-31 2010-12-14 Landmark Digital Services Llc Method and system for purchasing pre-recorded music
US20020072982A1 (en) * 2000-12-12 2002-06-13 Shazam Entertainment Ltd. Method and system for interacting with a user in an experiential environment
US7359889B2 (en) * 2001-03-02 2008-04-15 Landmark Digital Services Llc Method and apparatus for automatically creating database for use in automated media recognition system
US6931351B2 (en) * 2001-04-20 2005-08-16 International Business Machines Corporation Decision making in classification problems
US7529659B2 (en) * 2005-09-28 2009-05-05 Audible Magic Corporation Method and apparatus for identifying an unknown work
EP1410380B1 (en) * 2001-07-20 2010-04-28 Gracenote, Inc. Automatic identification of sound recordings
FR2844911B1 (en) * 2002-09-24 2006-07-21 Thales Sa VOICE RECOGNITION METHOD WITH AUTOMATIC CORRECTION
US20070198262A1 (en) * 2003-08-20 2007-08-23 Mindlin Bernardo G Topological voiceprints for speaker identification
US20080187188A1 (en) * 2007-02-07 2008-08-07 Oleg Beletski Systems, apparatuses and methods for facilitating efficient recognition of delivered content

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5400261A (en) * 1990-06-21 1995-03-21 Reynolds Software, Inc. Method and apparatus for wave analysis and event recognition
WO2002011123A2 (en) * 2000-07-31 2002-02-07 Shazam Entertainment Limited Method for search in an audio database

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
FOOTE J T: "Content-based retrieval of music and audio", PROCEEDINGS OF THE SPIE, SPIE, BELLINGHAM, VA, US, vol. 3229, 3 November 1997 (1997-11-03), pages 138 - 147, XP002154737 *
WOLD E ET AL: "Content-based classification, search, and retrieval of audio", IEEE MULTIMEDIA, IEEE COMPUTER SOCIETY, US, vol. 3, no. 3, 1996, pages 27 - 36, XP002154735, ISSN: 1070-986X *

Cited By (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9100132B2 (en) 2002-07-26 2015-08-04 The Nielsen Company (Us), Llc Systems and methods for gathering audience measurement data
US8959016B2 (en) 2002-09-27 2015-02-17 The Nielsen Company (Us), Llc Activating functions in processing devices using start codes embedded in audio
US9136965B2 (en) 2007-05-02 2015-09-15 The Nielsen Company (Us), Llc Methods and apparatus for generating signatures
US9460730B2 (en) 2007-11-12 2016-10-04 The Nielsen Company (Us), Llc Methods and apparatus to perform audio watermarking and watermark detection and extraction
US11557304B2 (en) 2008-01-29 2023-01-17 The Nielsen Company (Us), Llc Methods and apparatus for performing variable block length watermarking of media
US9326044B2 (en) 2008-03-05 2016-04-26 The Nielsen Company (Us), Llc Methods and apparatus for generating signatures
US9380356B2 (en) 2011-04-12 2016-06-28 The Nielsen Company (Us), Llc Methods and apparatus to generate a tag for media content
US9210208B2 (en) 2011-06-21 2015-12-08 The Nielsen Company (Us), Llc Monitoring streaming media content
US9515904B2 (en) 2011-06-21 2016-12-06 The Nielsen Company (Us), Llc Monitoring streaming media content
US9197421B2 (en) 2012-05-15 2015-11-24 The Nielsen Company (Us), Llc Methods and apparatus to measure exposure to streaming media
US9209978B2 (en) 2012-05-15 2015-12-08 The Nielsen Company (Us), Llc Methods and apparatus to measure exposure to streaming media
US9282366B2 (en) 2012-08-13 2016-03-08 The Nielsen Company (Us), Llc Methods and apparatus to communicate audience measurement information
US9357261B2 (en) 2013-02-14 2016-05-31 The Nielsen Company (Us), Llc Methods and apparatus to measure exposure to streaming media
US9313544B2 (en) 2013-02-14 2016-04-12 The Nielsen Company (Us), Llc Methods and apparatus to measure exposure to streaming media
US9336784B2 (en) 2013-07-31 2016-05-10 The Nielsen Company (Us), Llc Apparatus, system and method for merging code layers for audio encoding and decoding and error correction thereof

Also Published As

Publication number Publication date
US20080201140A1 (en) 2008-08-21
KR20040024870A (en) 2004-03-22
DE60236161D1 (en) 2010-06-10
US7328153B2 (en) 2008-02-05
AU2002346116A1 (en) 2003-03-03
WO2003009277A2 (en) 2003-01-30
EP1410380A2 (en) 2004-04-21
US7881931B2 (en) 2011-02-01
EP1410380B1 (en) 2010-04-28
US20030086341A1 (en) 2003-05-08
JP2004536348A (en) 2004-12-02

Similar Documents

Publication Publication Date Title
WO2003009277A3 (en) Automatic identification of sound recordings
EP1267275A4 (en) Image retrieval/distribution system and image retrieval/distribution method
WO2002095632A3 (en) Synchronous change data capture in a relational database
WO2003044725A3 (en) Image identification system
WO2004079510A3 (en) Systems and methods for streaming xpath query
WO2005048085A3 (en) System and method for performing an image level snapshot and for restoring partial volume data
EP0789326A3 (en) Data compression system and data restoration system
TW200511108A (en) Compact hardware identification for binding a software package to a computer system having tolerance for hardware changes
DE69706439T2 (en) COMPUTER SORTING SYSTEM FOR DATA COMPRESSION
EP1348870A3 (en) Fuel gas compression system
CA2397703A1 (en) Systems and methods for abstracting portions of information that is represented with finite-state devices
WO2004040475A3 (en) Improved audio data fingerprint searching
AU6207294A (en) Identification card
TW333478B (en) Method and device for designing a mould, and mould designed by said device
WO2002043463A3 (en) Systems and methods for generating hardware description code
WO2003063099A3 (en) Apparatus and method of identifying the user thereof by means of a variable identification code
WO2001053945A3 (en) Method and apparatus for transferring data between a primary storage system and a secondary storage system using a bridge volume
CA2214767A1 (en) System for providing closed captioning to an electronic discussion group
EP1600869A4 (en) Content processing terminal, copy right management system, and method thereof
WO2005013039A3 (en) Prefetch control in a data processing system
EP1220097A3 (en) Apparatus management method, apparatus management system, and apparatus management program product
ZA200409817B (en) Method, system and terminal for receiving content with authorized access.
WO1999023584A3 (en) Information component management system
WO2002067118A3 (en) Method and system for passing objects in a distributed system using serialization contexts
WO2003006678A3 (en) System and method for storing mass spectrometry data

Legal Events

Date Code Title Description
AK Designated states

Kind code of ref document: A2

Designated state(s): AE AG AL AM AT AU AZ BA BB BG BR BY BZ CA CH CN CO CR CU CZ DE DK DM DZ EC EE ES FI GB GD GE GH GM HR HU ID IL IN IS JP KE KG KP KR KZ LC LK LR LS LT LU LV MA MD MG MK MN MW MX MZ NO NZ OM PH PL PT RO RU SD SE SG SI SK SL TJ TM TN TR TT TZ UA UG UZ VN YU ZA ZM ZW

AL Designated countries for regional patents

Kind code of ref document: A2

Designated state(s): GH GM KE LS MW MZ SD SL SZ TZ UG ZM ZW AM AZ BY KG KZ MD RU TJ TM AT BE BG CH CY CZ DE DK EE ES FI FR GB GR IE IT LU MC NL PT SE SK TR BF BJ CF CG CI CM GA GN GQ GW ML MR NE SN TD TG

121 Ep: the epo has been informed by wipo that ep was designated in this application
DFPE Request for preliminary examination filed prior to expiration of 19th month from priority date (pct application filed before 20040101)
WWE Wipo information: entry into national phase

Ref document number: 2003514541

Country of ref document: JP

Ref document number: 1020047000980

Country of ref document: KR

WWE Wipo information: entry into national phase

Ref document number: 2002744877

Country of ref document: EP

WWP Wipo information: published in national office

Ref document number: 2002744877

Country of ref document: EP

REG Reference to national code

Ref country code: DE

Ref legal event code: 8642