CN108806667B - 基于神经网络的语音与情绪的同步识别方法 - Google Patents
基于神经网络的语音与情绪的同步识别方法 Download PDFInfo
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- G10L15/02—Feature extraction for speech recognition; Selection of recognition unit
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- G10L15/00—Speech recognition
- G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
- G10L15/063—Training
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- G—PHYSICS
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- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
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- G10L15/08—Speech classification or search
- G10L15/16—Speech classification or search using artificial neural networks
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- 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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- G10L15/02—Feature extraction for speech recognition; Selection of recognition unit
- G10L2015/025—Phonemes, fenemes or fenones being the recognition units
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CN109858553B (zh) * | 2019-01-31 | 2023-12-12 | 锦图计算技术(深圳)有限公司 | 驾驶状态的监测模型更新方法、更新装置及存储介质 |
CN110261109B (zh) * | 2019-04-28 | 2020-12-08 | 洛阳中科晶上智能装备科技有限公司 | 一种基于双向记忆循环神经网络的滚动轴承故障诊断方法 |
CN110738984B (zh) * | 2019-05-13 | 2020-12-11 | 苏州闪驰数控系统集成有限公司 | 人工智能cnn、lstm神经网络语音识别系统 |
CN110097894B (zh) * | 2019-05-21 | 2021-06-11 | 焦点科技股份有限公司 | 一种端到端的语音情感识别的方法和系统 |
CN110379441B (zh) * | 2019-07-01 | 2020-07-17 | 特斯联(北京)科技有限公司 | 一种基于对抗型人工智能网络的语音服务方法与系统 |
CN112216307B (zh) * | 2019-07-12 | 2023-05-16 | 华为技术有限公司 | 语音情感识别方法以及装置 |
CN110428678A (zh) * | 2019-08-12 | 2019-11-08 | 重庆工业职业技术学院 | 一种计算机在线教学管理系统 |
CN110890096A (zh) * | 2019-10-12 | 2020-03-17 | 深圳供电局有限公司 | 一种基于语音分析的智能语音系统及方法 |
CN110992987B (zh) * | 2019-10-23 | 2022-05-06 | 大连东软信息学院 | 语音信号中针对通用特定语音的并联特征提取系统及方法 |
CN110910903B (zh) * | 2019-12-04 | 2023-03-21 | 深圳前海微众银行股份有限公司 | 语音情绪识别方法、装置、设备及计算机可读存储介质 |
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CN111613223B (zh) * | 2020-04-03 | 2023-03-31 | 厦门快商通科技股份有限公司 | 语音识别方法、系统、移动终端及存储介质 |
CN112489662A (zh) * | 2020-11-13 | 2021-03-12 | 北京沃东天骏信息技术有限公司 | 用于训练语音处理模型的方法和装置 |
CN112599116B (zh) * | 2020-12-25 | 2022-07-08 | 思必驰科技股份有限公司 | 语音识别模型训练方法和语音识别联邦训练系统 |
CN112992119B (zh) * | 2021-01-14 | 2024-05-03 | 安徽大学 | 基于深度神经网络的口音分类方法及其模型 |
CN113299281A (zh) * | 2021-05-24 | 2021-08-24 | 青岛科技大学 | 基于声学文本融合的驾驶员尖锐高音识别预警方法及系统 |
CN113114541B (zh) * | 2021-06-15 | 2021-09-14 | 上海兴容信息技术有限公司 | 一种判断网络节点之间能否建立网络连接的方法和系统 |
CN113505665B (zh) * | 2021-06-28 | 2023-06-20 | 哈尔滨工业大学(深圳) | 基于视频的学生在校情绪判读方法以及装置 |
CN114420109B (zh) * | 2022-03-28 | 2022-06-21 | 北京沃丰时代数据科技有限公司 | 语音性别联合识别方法、装置、电子设备及存储介质 |
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US6151571A (en) * | 1999-08-31 | 2000-11-21 | Andersen Consulting | System, method and article of manufacture for detecting emotion in voice signals through analysis of a plurality of voice signal parameters |
US7222075B2 (en) * | 1999-08-31 | 2007-05-22 | Accenture Llp | Detecting emotions using voice signal analysis |
EP1256937B1 (en) * | 2001-05-11 | 2006-11-02 | Sony France S.A. | Emotion recognition method and device |
DE60115653T2 (de) * | 2001-10-05 | 2006-08-10 | Sony Deutschland Gmbh | Verfahren zur Detektion von Emotionen, unter Verwendung von Untergruppenspezialisten |
WO2017104875A1 (ko) * | 2015-12-18 | 2017-06-22 | 상명대학교 서울산학협력단 | 음성의 톤, 템포 정보를 이용한 감정인식 방법 및 그 장치 |
CN107305773B (zh) * | 2016-04-15 | 2021-02-09 | 美特科技(苏州)有限公司 | 语音情绪辨识方法 |
CN106782602B (zh) * | 2016-12-01 | 2020-03-17 | 南京邮电大学 | 基于深度神经网络的语音情感识别方法 |
CN106847309A (zh) * | 2017-01-09 | 2017-06-13 | 华南理工大学 | 一种语音情感识别方法 |
WO2018227169A1 (en) * | 2017-06-08 | 2018-12-13 | Newvoicemedia Us Inc. | Optimal human-machine conversations using emotion-enhanced natural speech |
CN107506722A (zh) * | 2017-08-18 | 2017-12-22 | 中国地质大学(武汉) | 一种基于深度稀疏卷积神经网络人脸情感识别方法 |
CN107633225A (zh) * | 2017-09-18 | 2018-01-26 | 北京金山安全软件有限公司 | 一种信息获得方法及装置 |
CN108010516A (zh) * | 2017-12-04 | 2018-05-08 | 广州势必可赢网络科技有限公司 | 一种语义独立的语音情绪特征识别方法及装置 |
CN108053840A (zh) * | 2017-12-29 | 2018-05-18 | 广州势必可赢网络科技有限公司 | 一种基于pca-bp的情绪识别方法及系统 |
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