CN114758385A - 一种基于情绪识别的语音提示方法及系统 - Google Patents
一种基于情绪识别的语音提示方法及系统 Download PDFInfo
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- CN114758385A CN114758385A CN202210325901.2A CN202210325901A CN114758385A CN 114758385 A CN114758385 A CN 114758385A CN 202210325901 A CN202210325901 A CN 202210325901A CN 114758385 A CN114758385 A CN 114758385A
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- 238000000034 method Methods 0.000 title claims abstract description 45
- 230000008909 emotion recognition Effects 0.000 title claims abstract description 27
- 230000008451 emotion Effects 0.000 claims abstract description 206
- 230000001815 facial effect Effects 0.000 claims abstract description 78
- 230000002996 emotional effect Effects 0.000 claims abstract description 67
- 238000013136 deep learning model Methods 0.000 claims abstract description 58
- 238000012360 testing method Methods 0.000 claims description 17
- 238000004590 computer program Methods 0.000 claims description 6
- 238000000605 extraction Methods 0.000 claims description 6
- 238000003062 neural network model Methods 0.000 claims description 6
- 238000013527 convolutional neural network Methods 0.000 claims description 3
- 230000000306 recurrent effect Effects 0.000 claims description 2
- 230000000994 depressogenic effect Effects 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000008921 facial expression Effects 0.000 description 2
- 230000003867 tiredness Effects 0.000 description 2
- 208000016255 tiredness Diseases 0.000 description 2
- 238000013473 artificial intelligence Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 239000012141 concentrate Substances 0.000 description 1
- 125000004122 cyclic group Chemical group 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/30—Semantic analysis
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
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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
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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
- G10L15/00—Speech recognition
- G10L15/02—Feature extraction for speech recognition; Selection of recognition unit
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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
- G10L15/00—Speech recognition
- G10L15/26—Speech to text systems
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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
- 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
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- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- Computational Linguistics (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Multimedia (AREA)
- Acoustics & Sound (AREA)
- Human Computer Interaction (AREA)
- Theoretical Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- General Physics & Mathematics (AREA)
- Software Systems (AREA)
- Biomedical Technology (AREA)
- Mathematical Physics (AREA)
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- Molecular Biology (AREA)
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- Data Mining & Analysis (AREA)
- Computing Systems (AREA)
- Life Sciences & Earth Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Child & Adolescent Psychology (AREA)
- Hospice & Palliative Care (AREA)
- Psychiatry (AREA)
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- User Interface Of Digital Computer (AREA)
Abstract
Description
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Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
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CN202210325901.2A CN114758385A (zh) | 2022-03-30 | 2022-03-30 | 一种基于情绪识别的语音提示方法及系统 |
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CN202210325901.2A CN114758385A (zh) | 2022-03-30 | 2022-03-30 | 一种基于情绪识别的语音提示方法及系统 |
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CN114758385A true CN114758385A (zh) | 2022-07-15 |
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Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN115424605A (zh) * | 2022-11-01 | 2022-12-02 | 北京红棉小冰科技有限公司 | 语音合成方法、装置、电子设备及计算机可读存储介质 |
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2022
- 2022-03-30 CN CN202210325901.2A patent/CN114758385A/zh active Pending
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN115424605A (zh) * | 2022-11-01 | 2022-12-02 | 北京红棉小冰科技有限公司 | 语音合成方法、装置、电子设备及计算机可读存储介质 |
CN115424605B (zh) * | 2022-11-01 | 2023-02-03 | 北京红棉小冰科技有限公司 | 语音合成方法、装置、电子设备及计算机可读存储介质 |
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Address after: 100000 Room D529, No. 501, Floor 5, Building 2, Fourth District, Wangjing Dongyuan, Chaoyang District, Beijing Applicant after: Beijing Wuling Technology Co.,Ltd. Address before: Room 06, 2163, 13 / F, building 523, Wangjing Dongyuan, Chaoyang District, Beijing 100102 Applicant before: Beijing Wuling Technology Co.,Ltd. |
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Effective date of registration: 20221223 Address after: 100000 Room 815, Floor 8, Building 6, Yard 33, Guangshun North Street, Chaoyang District, Beijing Applicant after: Luka (Beijing) Intelligent Technology Co.,Ltd. Address before: 100000 Room D529, No. 501, Floor 5, Building 2, Fourth District, Wangjing Dongyuan, Chaoyang District, Beijing Applicant before: Beijing Wuling Technology Co.,Ltd. |
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