KR20230133295A - 합성된 스피치 생성 - Google Patents

합성된 스피치 생성 Download PDF

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Publication number
KR20230133295A
KR20230133295A KR1020237024214A KR20237024214A KR20230133295A KR 20230133295 A KR20230133295 A KR 20230133295A KR 1020237024214 A KR1020237024214 A KR 1020237024214A KR 20237024214 A KR20237024214 A KR 20237024214A KR 20230133295 A KR20230133295 A KR 20230133295A
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speech
encoder
control parameters
encoded data
network
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Korean (ko)
Inventor
경근 변
선국 문
슈화 장
바히드 몬타제리
래훈 김
에릭 비제르
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퀄컴 인코포레이티드
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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
    • 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
    • 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
    • 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

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  • 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)
KR1020237024214A 2021-01-21 2021-12-08 합성된 스피치 생성 Pending KR20230133295A (ko)

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
KR20230133295A true KR20230133295A (ko) 2023-09-19

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KR1020237024214A Pending KR20230133295A (ko) 2021-01-21 2021-12-08 합성된 스피치 생성

Country Status (8)

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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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US11676571B2 (en) * 2021-01-21 2023-06-13 Qualcomm Incorporated Synthesized speech generation

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Publication number Publication date
EP4281964B1 (en) 2026-07-22
US11676571B2 (en) 2023-06-13
US20220230623A1 (en) 2022-07-21
EP4281964A1 (en) 2023-11-29
CN116711002A (zh) 2023-09-05
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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