RU2726158C2 - Векторный квантователь - Google Patents

Векторный квантователь Download PDF

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Publication number
RU2726158C2
RU2726158C2 RU2017121373A RU2017121373A RU2726158C2 RU 2726158 C2 RU2726158 C2 RU 2726158C2 RU 2017121373 A RU2017121373 A RU 2017121373A RU 2017121373 A RU2017121373 A RU 2017121373A RU 2726158 C2 RU2726158 C2 RU 2726158C2
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RU
Russia
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code
vector
vectors
class
codebook
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RU2017121373A
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Russian (ru)
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RU2017121373A (ru
RU2017121373A3 (enExample
Inventor
Володя ГРАНЧАРОВ
ТОФТГАРД Томас ЯНСОН
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Телефонактиеболагет Лм Эрикссон (Пабл)
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Publication of RU2017121373A3 publication Critical patent/RU2017121373A3/ru
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    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L19/00Speech or audio signals analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source filter models or psychoacoustic analysis
    • G10L19/02Speech or audio signals analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source filter models or psychoacoustic analysis using spectral analysis, e.g. transform vocoders or subband vocoders
    • G10L19/032Quantisation or dequantisation of spectral components
    • G10L19/038Vector quantisation, e.g. TwinVQ audio
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L19/00Speech or audio signals analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source filter models or psychoacoustic analysis
    • G10L19/04Speech or audio signals analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source filter models or psychoacoustic analysis using predictive techniques
    • G10L19/16Vocoder architecture
    • G10L19/18Vocoders using multiple modes
    • HELECTRICITY
    • H03ELECTRONIC CIRCUITRY
    • H03MCODING; DECODING; CODE CONVERSION IN GENERAL
    • H03M7/00Conversion of a code where information is represented by a given sequence or number of digits to a code where the same, similar or subset of information is represented by a different sequence or number of digits
    • H03M7/30Compression; Expansion; Suppression of unnecessary data, e.g. redundancy reduction
    • H03M7/3082Vector coding
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/90Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using coding techniques not provided for in groups H04N19/10-H04N19/85, e.g. fractals
    • H04N19/94Vector quantisation
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L19/00Speech or audio signals analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source filter models or psychoacoustic analysis
    • G10L2019/0001Codebooks
    • G10L2019/0013Codebook search algorithms

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Computational Linguistics (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Human Computer Interaction (AREA)
  • Acoustics & Sound (AREA)
  • Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)
RU2017121373A 2012-03-29 2012-12-12 Векторный квантователь RU2726158C2 (ru)

Applications Claiming Priority (2)

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US201261617151P 2012-03-29 2012-03-29
US61/617,151 2012-03-29

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RU2017121373A RU2017121373A (ru) 2019-01-29
RU2017121373A3 RU2017121373A3 (enExample) 2020-03-12
RU2726158C2 true RU2726158C2 (ru) 2020-07-09

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RU2017121373A RU2726158C2 (ru) 2012-03-29 2012-12-12 Векторный квантователь
RU2014143442A RU2624586C2 (ru) 2012-03-29 2012-12-12 Векторный квантователь
RU2020115683A RU2020115683A (ru) 2012-03-29 2020-05-12 Векторный квантователь

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Country Status (12)

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US (5) US9401155B2 (enExample)
EP (4) EP2831757B1 (enExample)
CN (2) CN104221287B (enExample)
BR (1) BR112014022848B1 (enExample)
DK (1) DK2831757T3 (enExample)
ES (3) ES2960582T3 (enExample)
FI (1) FI3547261T3 (enExample)
IN (1) IN2014DN07726A (enExample)
PL (1) PL2831757T3 (enExample)
RU (3) RU2726158C2 (enExample)
TR (1) TR201911121T4 (enExample)
WO (1) WO2013147667A1 (enExample)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IN2014DN07726A (enExample) * 2012-03-29 2015-05-15 Ericsson Telefon Ab L M
MY203900A (en) * 2014-07-28 2024-07-23 Ericsson Telefon Ab L M Pyramid vector quantizer shape search
US11710492B2 (en) * 2019-10-02 2023-07-25 Qualcomm Incorporated Speech encoding using a pre-encoded database
CN111798532B (zh) * 2020-08-03 2021-03-16 广州市宝绅科技应用有限公司 一种基于质心重合的网屏编码方法及系统
US12438554B1 (en) * 2024-03-31 2025-10-07 AtomBeam Technologies Inc. System and method for federated two-stage compression within a persistent cognitive machine

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5819213A (en) * 1996-01-31 1998-10-06 Kabushiki Kaisha Toshiba Speech encoding and decoding with pitch filter range unrestricted by codebook range and preselecting, then increasing, search candidates from linear overlap codebooks
KR100433608B1 (ko) * 1995-06-07 2004-08-30 루센트 테크놀러지스 인크 음성처리시스템및그의이용방법
RU2326450C2 (ru) * 2002-12-24 2008-06-10 Нокиа Корпорейшн Способ и устройство для векторного квантования с надежным предсказанием параметров линейного предсказания в кодировании речи с переменной битовой скоростью
RU2387025C2 (ru) * 2005-04-01 2010-04-20 Квэлкомм Инкорпорейтед Способ и устройство для векторного квантования спектрального представления огибающей
RU2010114237A (ru) * 2007-10-12 2011-10-20 Панасоник Корпорэйшн (Jp) Векторный квантователь, инверсный векторный квантователь и способы

Family Cites Families (34)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS63217878A (ja) 1987-03-06 1988-09-09 Nippon Telegr & Teleph Corp <Ntt> 予測木探索ベクトル量子化方式
US5195168A (en) * 1991-03-15 1993-03-16 Codex Corporation Speech coder and method having spectral interpolation and fast codebook search
DE4492048T1 (de) * 1993-03-26 1995-04-27 Motorola Inc Vektorquantisierungs-Verfahren und Vorrichtung
JP3335841B2 (ja) * 1996-05-27 2002-10-21 日本電気株式会社 信号符号化装置
EP0994462B1 (en) * 1996-11-07 2002-04-03 Matsushita Electric Industrial Co., Ltd Excitation vector generation
KR100925084B1 (ko) * 1997-10-22 2009-11-05 파나소닉 주식회사 음성 부호화기 및 음성 부호화 방법
US6148283A (en) * 1998-09-23 2000-11-14 Qualcomm Inc. Method and apparatus using multi-path multi-stage vector quantizer
AU1929400A (en) * 1998-12-01 2000-06-19 Regents Of The University Of California, The Enhanced waveform interpolative coder
US6782360B1 (en) * 1999-09-22 2004-08-24 Mindspeed Technologies, Inc. Gain quantization for a CELP speech coder
EP1164580B1 (en) * 2000-01-11 2015-10-28 Panasonic Intellectual Property Management Co., Ltd. Multi-mode voice encoding device and decoding device
US7171355B1 (en) * 2000-10-25 2007-01-30 Broadcom Corporation Method and apparatus for one-stage and two-stage noise feedback coding of speech and audio signals
CA2429832C (en) * 2000-11-30 2011-05-17 Matsushita Electric Industrial Co., Ltd. Lpc vector quantization apparatus
US7610198B2 (en) * 2001-08-16 2009-10-27 Broadcom Corporation Robust quantization with efficient WMSE search of a sign-shape codebook using illegal space
CA2388358A1 (en) * 2002-05-31 2003-11-30 Voiceage Corporation A method and device for multi-rate lattice vector quantization
US7337110B2 (en) * 2002-08-26 2008-02-26 Motorola, Inc. Structured VSELP codebook for low complexity search
US7587314B2 (en) * 2005-08-29 2009-09-08 Nokia Corporation Single-codebook vector quantization for multiple-rate applications
WO2007035148A2 (en) * 2005-09-23 2007-03-29 Telefonaktiebolaget Lm Ericsson (Publ) Successively refinable lattice vector quantization
US20070129946A1 (en) * 2005-12-06 2007-06-07 Ma Changxue C High quality speech reconstruction for a dialog method and system
JP4981122B2 (ja) * 2006-03-21 2012-07-18 フランス・テレコム 抑制されたベクトル量子化
CN101198041B (zh) * 2006-12-05 2010-12-08 华为技术有限公司 矢量量化方法及装置
CN101335558B (zh) * 2007-06-29 2012-07-04 华为技术有限公司 多输入多输出信道的码本生成方法及装置
US8050919B2 (en) * 2007-06-29 2011-11-01 Microsoft Corporation Speaker recognition via voice sample based on multiple nearest neighbor classifiers
ES2821432T3 (es) * 2008-02-15 2021-04-26 Nokia Technologies Oy Cuantificación de audio mediante indexación de vectores de complejidad reducida
CN102144256B (zh) * 2008-07-17 2013-08-28 诺基亚公司 用于针对矢量量化器的快速最近邻搜索的方法和设备
US20100174539A1 (en) * 2009-01-06 2010-07-08 Qualcomm Incorporated Method and apparatus for vector quantization codebook search
WO2010092827A1 (ja) * 2009-02-13 2010-08-19 パナソニック株式会社 ベクトル量子化装置、ベクトル逆量子化装置、およびこれらの方法
US8581757B2 (en) * 2009-07-02 2013-11-12 Siemens Enterprise Communications Gmbh & Co. Kg Method for vector quantization of a feature vector
RU2435214C2 (ru) 2010-02-01 2011-11-27 Государственное образовательное учреждение высшего профессионального образования Академия Федеральной службы охраны Российской Федерации (Академия ФСО России) Способ быстрого поиска в кодовой книге при векторном квантовании
CN102436815B (zh) * 2011-09-13 2012-12-19 东南大学 一种应用于英语口语网络机考系统的语音识别装置
TR201815245T4 (tr) * 2012-03-29 2018-11-21 Ericsson Telefon Ab L M Armonik ses sinyallerinin dönüşüm kodlaması / kod çözümü.
EP2831875B1 (en) * 2012-03-29 2015-12-16 Telefonaktiebolaget LM Ericsson (PUBL) Bandwidth extension of harmonic audio signal
IN2014DN07726A (enExample) * 2012-03-29 2015-05-15 Ericsson Telefon Ab L M
AU2014337410B2 (en) * 2013-10-18 2017-02-23 Telefonaktiebolaget L M Ericsson (Publ) Coding and decoding of spectral peak positions
MX352106B (es) * 2013-11-12 2017-11-09 Ericsson Telefon Ab L M Codificación de vector de ganancia y forma dividida.

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR100433608B1 (ko) * 1995-06-07 2004-08-30 루센트 테크놀러지스 인크 음성처리시스템및그의이용방법
US5819213A (en) * 1996-01-31 1998-10-06 Kabushiki Kaisha Toshiba Speech encoding and decoding with pitch filter range unrestricted by codebook range and preselecting, then increasing, search candidates from linear overlap codebooks
RU2326450C2 (ru) * 2002-12-24 2008-06-10 Нокиа Корпорейшн Способ и устройство для векторного квантования с надежным предсказанием параметров линейного предсказания в кодировании речи с переменной битовой скоростью
RU2387025C2 (ru) * 2005-04-01 2010-04-20 Квэлкомм Инкорпорейтед Способ и устройство для векторного квантования спектрального представления огибающей
RU2010114237A (ru) * 2007-10-12 2011-10-20 Панасоник Корпорэйшн (Jp) Векторный квантователь, инверсный векторный квантователь и способы

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RU2014143442A (ru) 2016-05-20
EP4521350A1 (en) 2025-03-12
CN107170459A (zh) 2017-09-15
EP4274235A3 (en) 2024-01-10
RU2017121373A (ru) 2019-01-29
EP2831757B1 (en) 2019-06-19
BR112014022848A8 (pt) 2021-05-25
US11741977B2 (en) 2023-08-29
EP4274235A2 (en) 2023-11-08
ES2960582T3 (es) 2024-03-05
TR201911121T4 (tr) 2019-08-21
BR112014022848A2 (pt) 2017-06-20
BR112014022848B1 (pt) 2021-07-20
RU2020115683A (ru) 2021-11-12
US20210241779A1 (en) 2021-08-05
EP4274235C0 (en) 2024-11-20
US10468044B2 (en) 2019-11-05
ES2745143T3 (es) 2020-02-27
US20180061429A1 (en) 2018-03-01
CN107170459B (zh) 2020-08-04
WO2013147667A1 (en) 2013-10-03
RU2624586C2 (ru) 2017-07-04
EP3547261A1 (en) 2019-10-02
DK2831757T3 (da) 2019-08-19
EP2831757A1 (en) 2015-02-04
US20160300581A1 (en) 2016-10-13
EP4274235B1 (en) 2024-11-20
FI3547261T3 (fi) 2023-09-26
EP3547261B1 (en) 2023-08-09
US9401155B2 (en) 2016-07-26
US11017786B2 (en) 2021-05-25
ES3000058T3 (en) 2025-02-27
RU2017121373A3 (enExample) 2020-03-12
CN104221287A (zh) 2014-12-17
US9842601B2 (en) 2017-12-12
PL2831757T3 (pl) 2019-11-29
US20190378526A1 (en) 2019-12-12
CN104221287B (zh) 2017-05-31
RU2020115683A3 (enExample) 2022-02-21
US20150051907A1 (en) 2015-02-19
IN2014DN07726A (enExample) 2015-05-15

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