CN107833573A - 一种基于机器学习的家庭场景语义理解辅助方法 - Google Patents
一种基于机器学习的家庭场景语义理解辅助方法 Download PDFInfo
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- CN107833573A CN107833573A CN201710994075.XA CN201710994075A CN107833573A CN 107833573 A CN107833573 A CN 107833573A CN 201710994075 A CN201710994075 A CN 201710994075A CN 107833573 A CN107833573 A CN 107833573A
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- 238000010801 machine learning Methods 0.000 title claims abstract description 19
- 238000000034 method Methods 0.000 title claims abstract description 19
- 230000006399 behavior Effects 0.000 claims abstract description 4
- 230000015572 biosynthetic process Effects 0.000 claims abstract description 4
- 238000003786 synthesis reaction Methods 0.000 claims abstract description 4
- 238000004378 air conditioning Methods 0.000 claims description 11
- 238000005286 illumination Methods 0.000 claims description 4
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
- H04L12/2803—Home automation networks
- H04L12/2816—Controlling appliance services of a home automation network by calling their functionalities
- H04L12/282—Controlling appliance services of a home automation network by calling their functionalities based on user interaction within the home
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine 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
- 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
-
- 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
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L12/00—Data switching networks
- H04L12/28—Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
- H04L12/2803—Home automation networks
- H04L12/2823—Reporting information sensed by appliance or service execution status of appliance services in a home automation network
-
- 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
- G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
- G10L15/063—Training
- G10L2015/0631—Creating reference templates; Clustering
-
- 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
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- Engineering & Computer Science (AREA)
- Human Computer Interaction (AREA)
- Physics & Mathematics (AREA)
- Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Computational Linguistics (AREA)
- Acoustics & Sound (AREA)
- Multimedia (AREA)
- Automation & Control Theory (AREA)
- Artificial Intelligence (AREA)
- Software Systems (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Theoretical Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Evolutionary Computation (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Data Mining & Analysis (AREA)
- Air Conditioning Control Device (AREA)
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Abstract
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CN201710994075.XA CN107833573B (zh) | 2017-10-23 | 2017-10-23 | 一种基于机器学习的家庭场景语义理解辅助方法 |
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CN107833573A true CN107833573A (zh) | 2018-03-23 |
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Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109819552A (zh) * | 2019-03-14 | 2019-05-28 | 湖州亿科照明科技有限公司 | 一种智能led照明系统的控制方法 |
CN109870919A (zh) * | 2019-03-08 | 2019-06-11 | 佛山市云米电器科技有限公司 | 一种智能家居控制方法及系统 |
CN110322873A (zh) * | 2019-07-02 | 2019-10-11 | 百度在线网络技术(北京)有限公司 | 语音技能的退出方法、装置、设备及存储介质 |
Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2011119431A1 (en) * | 2010-03-26 | 2011-09-29 | Google Inc. | Predictive pre-recording of audio for voice input |
CN104374053A (zh) * | 2014-11-25 | 2015-02-25 | 珠海格力电器股份有限公司 | 一种智能控制方法、装置及系统 |
CN104777753A (zh) * | 2015-03-27 | 2015-07-15 | 北京海尔广科数字技术有限公司 | 一种设备状态控制方法及装置 |
CN104865927A (zh) * | 2015-03-27 | 2015-08-26 | 北京海尔广科数字技术有限公司 | 构建用户模型的方法和装置、以及设备控制方法和装置 |
CN105068515A (zh) * | 2015-07-16 | 2015-11-18 | 华南理工大学 | 一种基于自学习算法的智能家居设备语音控制方法 |
CN106230689A (zh) * | 2016-07-25 | 2016-12-14 | 北京奇虎科技有限公司 | 一种语音信息交互的方法、装置及服务器 |
CN106911829A (zh) * | 2017-03-09 | 2017-06-30 | 维沃移动通信有限公司 | 一种根据语音输入进行对象查找的方法及移动终端 |
CN107179700A (zh) * | 2017-07-03 | 2017-09-19 | 杭州善居科技有限公司 | 一种基于Alljoyn和机器学习的智能家居控制系统和方法 |
-
2017
- 2017-10-23 CN CN201710994075.XA patent/CN107833573B/zh active Active
Patent Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2011119431A1 (en) * | 2010-03-26 | 2011-09-29 | Google Inc. | Predictive pre-recording of audio for voice input |
CN104374053A (zh) * | 2014-11-25 | 2015-02-25 | 珠海格力电器股份有限公司 | 一种智能控制方法、装置及系统 |
CN104777753A (zh) * | 2015-03-27 | 2015-07-15 | 北京海尔广科数字技术有限公司 | 一种设备状态控制方法及装置 |
CN104865927A (zh) * | 2015-03-27 | 2015-08-26 | 北京海尔广科数字技术有限公司 | 构建用户模型的方法和装置、以及设备控制方法和装置 |
CN105068515A (zh) * | 2015-07-16 | 2015-11-18 | 华南理工大学 | 一种基于自学习算法的智能家居设备语音控制方法 |
CN106230689A (zh) * | 2016-07-25 | 2016-12-14 | 北京奇虎科技有限公司 | 一种语音信息交互的方法、装置及服务器 |
CN106911829A (zh) * | 2017-03-09 | 2017-06-30 | 维沃移动通信有限公司 | 一种根据语音输入进行对象查找的方法及移动终端 |
CN107179700A (zh) * | 2017-07-03 | 2017-09-19 | 杭州善居科技有限公司 | 一种基于Alljoyn和机器学习的智能家居控制系统和方法 |
Non-Patent Citations (3)
Title |
---|
FARZAD AMIRJAVID, ETC: "Intelligent Temporal Data Driven World Actuation in Ambient Environments", <2013 IEEEACIS 12TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS)> * |
张炜: "《硕士学位论文》", 30 September 2016, 吉林大学 * |
高云全,李小勇,方滨兴: "物联网搜索技术综述", 《通信学报》 * |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109870919A (zh) * | 2019-03-08 | 2019-06-11 | 佛山市云米电器科技有限公司 | 一种智能家居控制方法及系统 |
CN109819552A (zh) * | 2019-03-14 | 2019-05-28 | 湖州亿科照明科技有限公司 | 一种智能led照明系统的控制方法 |
CN109819552B (zh) * | 2019-03-14 | 2021-02-23 | 浙江连顿照明科技有限公司 | 一种智能led照明系统的控制方法 |
CN110322873A (zh) * | 2019-07-02 | 2019-10-11 | 百度在线网络技术(北京)有限公司 | 语音技能的退出方法、装置、设备及存储介质 |
US11580974B2 (en) | 2019-07-02 | 2023-02-14 | Baidu Online Network Technology (Beijing) Co., Ltd. | Method for exiting a voice skill, apparatus, device and storage medium |
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Effective date of registration: 20210324 Address after: 213000 No.2 Hongyang Road, Tianning District, Changzhou City, Jiangsu Province Patentee after: Changzhou bailongzhi Technology Co.,Ltd. Address before: Room 1287, 1/1, 8 Block 33 Guangshun Road, Changning District, Shanghai, 2003 Patentee before: SHANGHAI PERSPICACE INTELLIGENCE TECHNOLOGY Co.,Ltd. |