CN116711002A - 合成语音生成 - Google Patents

合成语音生成 Download PDF

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Publication number
CN116711002A
CN116711002A CN202180091481.XA CN202180091481A CN116711002A CN 116711002 A CN116711002 A CN 116711002A CN 202180091481 A CN202180091481 A CN 202180091481A CN 116711002 A CN116711002 A CN 116711002A
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China
Prior art keywords
speech
encoder
control parameters
encoded data
input
Prior art date
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Pending
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CN202180091481.XA
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English (en)
Chinese (zh)
Inventor
K·白
S·文
S·张
V·蒙塔泽里
L-H·金
E·维瑟
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Qualcomm Inc
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Qualcomm Inc
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Publication of CN116711002A publication Critical patent/CN116711002A/zh
Pending legal-status Critical Current

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    • 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
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G06N3/0455—Auto-encoder networks; Encoder-decoder networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0475—Generative networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • 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
    • G10L13/033—Voice editing, e.g. manipulating the voice of the synthesiser
    • 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
    • G10L19/00—Speech 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
    • G10L19/02—Speech 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
    • 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
    • G10L21/00—Speech or voice signal processing techniques to produce another audible or non-audible signal, e.g. visual or tactile, in order to modify its quality or its intelligibility
    • G10L21/003—Changing voice quality, e.g. pitch or formants
    • G10L21/007—Changing voice quality, e.g. pitch or formants characterised by the process used
    • 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
    • G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
    • G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use
    • G10L25/51—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination
    • G10L25/63—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination for estimating an emotional state
    • 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
    • G10L21/00—Speech or voice signal processing techniques to produce another audible or non-audible signal, e.g. visual or tactile, in order to modify its quality or its intelligibility
    • G10L21/003—Changing voice quality, e.g. pitch or formants
    • G10L21/007—Changing voice quality, e.g. pitch or formants characterised by the process used
    • G10L21/013—Adapting to target pitch
    • G10L2021/0135—Voice conversion or morphing

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Acoustics & Sound (AREA)
  • Human Computer Interaction (AREA)
  • General Health & Medical Sciences (AREA)
  • Signal Processing (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Molecular Biology (AREA)
  • Evolutionary Computation (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Quality & Reliability (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Child & Adolescent Psychology (AREA)
  • Hospice & Palliative Care (AREA)
  • Psychiatry (AREA)
  • Telephonic Communication Services (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
  • User Interface Of Digital Computer (AREA)
CN202180091481.XA 2021-01-21 2021-12-08 合成语音生成 Pending CN116711002A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US17/154,372 US11676571B2 (en) 2021-01-21 2021-01-21 Synthesized speech generation
US17/154,372 2021-01-21
PCT/US2021/072800 WO2022159256A1 (en) 2021-01-21 2021-12-08 Synthesized speech generation

Publications (1)

Publication Number Publication Date
CN116711002A true CN116711002A (zh) 2023-09-05

Family

ID=79092855

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202180091481.XA Pending CN116711002A (zh) 2021-01-21 2021-12-08 合成语音生成

Country Status (8)

Country Link
US (1) US11676571B2 (enExample)
EP (1) EP4281964B1 (enExample)
JP (1) JP7846697B2 (enExample)
KR (1) KR20230133295A (enExample)
CN (1) CN116711002A (enExample)
BR (1) BR112023013902A2 (enExample)
TW (1) TWI918793B (enExample)
WO (1) WO2022159256A1 (enExample)

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US12002455B2 (en) * 2021-07-22 2024-06-04 Qualcomm Incorporated Semantically-augmented context representation generation
US20230037541A1 (en) * 2021-07-29 2023-02-09 Xinapse Co., Ltd. Method and system for synthesizing speeches by scoring speeches
CN115359779B (zh) * 2022-07-26 2025-02-11 招联消费金融股份有限公司 语音合成方法、装置、计算机设备和存储介质
CN115394284B (zh) * 2022-08-23 2024-09-24 平安科技（深圳）有限公司 语音合成方法、系统、设备及存储介质
US12682918B2 (en) 2022-09-13 2026-07-14 Qualcomm Incorporated Source speech modification based on an input speech characteristic mapped to multiple reference embeddings within a threshold similarity
US20240304174A1 (en) * 2023-03-08 2024-09-12 Sony Interactive Entertainment Inc. Ambient Noise Capture for Speech Synthesis of In-Game Character Voices
TWI872556B (zh) * 2023-05-25 2025-02-11 國立清華大學 一種跨辨識任務之情緒辨識方法、系統及電腦程式產品

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Also Published As

Publication number Publication date
EP4281964B1 (en) 2026-07-22
US11676571B2 (en) 2023-06-13
US20220230623A1 (en) 2022-07-21
KR20230133295A (ko) 2023-09-19
EP4281964A1 (en) 2023-11-29
BR112023013902A2 (pt) 2024-01-23
TWI918793B (zh) 2026-03-21
TW202230328A (zh) 2022-08-01
JP2024504316A (ja) 2024-01-31
WO2022159256A1 (en) 2022-07-28
JP7846697B2 (ja) 2026-04-15

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