BR112019006979A2 - sequência para sequenciar transformações para síntese de fala via redes neurais recorrentes - Google Patents

sequência para sequenciar transformações para síntese de fala via redes neurais recorrentes

Info

Publication number
BR112019006979A2
BR112019006979A2 BR112019006979A BR112019006979A BR112019006979A2 BR 112019006979 A2 BR112019006979 A2 BR 112019006979A2 BR 112019006979 A BR112019006979 A BR 112019006979A BR 112019006979 A BR112019006979 A BR 112019006979A BR 112019006979 A2 BR112019006979 A2 BR 112019006979A2
Authority
BR
Brazil
Prior art keywords
sequence
transformations
neural networks
speech synthesis
recurrent neural
Prior art date
Application number
BR112019006979A
Other languages
English (en)
Inventor
Lee Maas Andrew
Klein Daniel
Lawrence Roth Daniel
Leo Wright Hall David
Steven Gillick Laurence
Andrew Wegmann Steven
Original Assignee
Semantic Machines 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 Semantic Machines Inc filed Critical Semantic Machines Inc
Publication of BR112019006979A2 publication Critical patent/BR112019006979A2/pt

Links

Classifications

    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L13/00—Speech synthesis; Text to speech systems
    • G10L13/02—Methods for producing synthetic speech; Speech synthesisers
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L13/00—Speech synthesis; Text to speech systems
    • G10L13/02—Methods for producing synthetic speech; Speech synthesisers
    • G10L13/04—Details of speech synthesis systems, e.g. synthesiser structure or memory management
    • G10L13/047—Architecture of speech synthesisers
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L13/00—Speech synthesis; Text to speech systems
    • G10L13/08—Text analysis or generation of parameters for speech synthesis out of text, e.g. grapheme to phoneme translation, prosody generation or stress or intonation determination
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L13/00—Speech synthesis; Text to speech systems
    • G10L13/08—Text analysis or generation of parameters for speech synthesis out of text, e.g. grapheme to phoneme translation, prosody generation or stress or intonation determination
    • G10L13/10—Prosody rules derived from text; Stress or intonation
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L15/18—Speech classification or search using natural language modelling
    • G10L15/1815—Semantic context, e.g. disambiguation of the recognition hypotheses based on word meaning
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L15/18—Speech classification or search using natural language modelling
    • G10L15/1822—Parsing for meaning understanding
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
    • G10L2015/223—Execution procedure of a spoken command

Landscapes

  • Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • Acoustics & Sound (AREA)
  • Multimedia (AREA)
  • Machine Translation (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
  • Telephonic Communication Services (AREA)

Abstract

a presente invenção refere-se a um sistema que elimina o processamento de alinhamento e executa uma funcionalidade tts com a utilização de uma nova arquitetura neural. a arquitetura neural inclui um codificador e um decodificador. o codificador recebe uma entrada e a codifica em vetores. o codificador aplica uma sequência de transformações à entrada e gera um vetor que representa a sequência completa. o decodificador toma a codificação e produz um arquivo de áudio, que pode incluir molduras de áudio comprimidas.
BR112019006979A 2016-10-24 2017-10-24 sequência para sequenciar transformações para síntese de fala via redes neurais recorrentes BR112019006979A2 (pt)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201662412165P 2016-10-24 2016-10-24
PCT/US2017/058138 WO2018081163A1 (en) 2016-10-24 2017-10-24 Sequence to sequence transformations for speech synthesis via recurrent neural networks
US15/792,236 US20180114522A1 (en) 2016-10-24 2017-10-24 Sequence to sequence transformations for speech synthesis via recurrent neural networks

Publications (1)

Publication Number Publication Date
BR112019006979A2 true BR112019006979A2 (pt) 2019-06-25

Family

ID=61969829

Family Applications (1)

Application Number Title Priority Date Filing Date
BR112019006979A BR112019006979A2 (pt) 2016-10-24 2017-10-24 sequência para sequenciar transformações para síntese de fala via redes neurais recorrentes

Country Status (6)

Country Link
US (1) US20180114522A1 (pt)
AU (1) AU2017347995A1 (pt)
BR (1) BR112019006979A2 (pt)
CA (1) CA3037090A1 (pt)
SG (1) SG11201903130WA (pt)
WO (1) WO2018081163A1 (pt)

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CN107293296B (zh) * 2017-06-28 2020-11-20 百度在线网络技术（北京）有限公司 语音识别结果纠正方法、装置、设备及存储介质
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CN110364144B (zh) * 2018-10-25 2022-09-02 腾讯科技（深圳）有限公司 一种语音识别模型训练方法及装置
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CN111754973B (zh) * 2019-09-23 2023-09-01 北京京东尚科信息技术有限公司 一种语音合成方法及装置、存储介质
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KR20210158382A (ko) * 2019-11-28 2021-12-30 주식회사 엘솔루 음성인식을 위한 전자장치와 그 데이터 처리 방법
CN111247581B (zh) * 2019-12-23 2023-10-10 深圳市优必选科技股份有限公司 一种多语言文本合成语音方法、装置、设备及存储介质
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Also Published As

Publication number Publication date
CA3037090A1 (en) 2018-05-03
US20180114522A1 (en) 2018-04-26
SG11201903130WA (en) 2019-05-30
AU2017347995A1 (en) 2019-03-28
WO2018081163A8 (en) 2019-05-09
WO2018081163A1 (en) 2018-05-03
AU2017347995A8 (en) 2019-08-29

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B11A Dismissal acc. art.33 of ipl - examination not requested within 36 months of filing
B11Y Definitive dismissal - extension of time limit for request of examination expired [chapter 11.1.1 patent gazette]
B350 Update of information on the portal [chapter 15.35 patent gazette]