CN107833573B - 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
- Publication number
- CN107833573B CN107833573B CN201710994075.XA CN201710994075A CN107833573B CN 107833573 B CN107833573 B CN 107833573B CN 201710994075 A CN201710994075 A CN 201710994075A CN 107833573 B CN107833573 B CN 107833573B
- Authority
- CN
- China
- Prior art keywords
- state
- data
- electric appliance
- model
- indoor
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000010801 machine learning Methods 0.000 title claims abstract description 16
- 238000000034 method Methods 0.000 title claims abstract description 14
- 238000005286 illumination Methods 0.000 claims abstract description 10
- 230000006399 behavior Effects 0.000 claims abstract description 4
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 claims description 3
- 229910052760 oxygen Inorganic materials 0.000 claims description 3
- 239000001301 oxygen Substances 0.000 claims description 3
- 241001672694 Citrus reticulata Species 0.000 description 2
- 238000013473 artificial intelligence Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
Classifications
-
- 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
-
- 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
Landscapes
- 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)
- Feedback Control In General (AREA)
Abstract
Description
Claims (1)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
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 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
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 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN107833573A CN107833573A (zh) | 2018-03-23 |
CN107833573B true CN107833573B (zh) | 2021-02-09 |
Family
ID=61648861
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201710994075.XA Active 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 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN107833573B (zh) |
Families Citing this family (3)
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*** |
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***的控制方法 |
CN110322873B (zh) | 2019-07-02 | 2022-03-01 | 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*** |
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***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*** |
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***和方法 |
Non-Patent Citations (2)
Title |
---|
Intelligent Temporal Data Driven World Actuation in Ambient Environments;Farzad Amirjavid, etc;<2013 IEEEACIS 12th International Conference on Computer and Information Science (ICIS)>;20130926;287-293 * |
物联网搜索技术综述;高云全,李小勇,方滨兴;《通信学报》;20151231;第36卷(第12期);47-76 * |
Also Published As
Publication number | Publication date |
---|---|
CN107833573A (zh) | 2018-03-23 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN107833573B (zh) | 一种基于机器学习的家庭场景语义理解辅助方法 | |
CN108447480B (zh) | 智能家居设备控制的方法、智能语音终端和网络设备 | |
CN104913442B (zh) | 智能空调器和智能门窗的控制方法、装置及*** | |
CN105955221B (zh) | 一种电器设备控制方法及装置 | |
CN206921471U (zh) | 一种基于语音识别的智能会议控制*** | |
CN103188538A (zh) | 基于智能电视设备和互联网的家电控制方法及*** | |
CN107170449A (zh) | 智能家居***及其控制方法 | |
CN105424395A (zh) | 设备故障的确定方法和装置 | |
CN107562403A (zh) | 一种音量调节方法、智能设备及存储介质 | |
CN103543699A (zh) | 一种基于智能盒的智能家居管理*** | |
CN106647311A (zh) | 智能中控***、设备、服务器及智能设备控制方法 | |
CN105931639B (zh) | 一种支持多级命令词的语音交互方法 | |
CN108470568A (zh) | 智能设备控制方法及装置、存储介质、电子设备 | |
CN117762032B (zh) | 基于场景适应和人工智能的智能设备控制***及方法 | |
CN109041377A (zh) | 一种灯光照明控制***及方法、一种智能终端 | |
CN108345906A (zh) | 一种基于Boost模型的非侵入式用电器识别方法 | |
CN108833229B (zh) | 一种语音识别功能的智能家居控制*** | |
CN111580406A (zh) | 一种基于物联网的智能家居控制*** | |
CN106325127B (zh) | 一种使家电表达情绪的方法及装置、空调 | |
CN107305350A (zh) | 智能家居***的控制方法及其智能家居*** | |
CN114755931A (zh) | 控制指令的预测方法和装置、存储介质及电子装置 | |
CN206861615U (zh) | 一种烟灶联动*** | |
CN109343481B (zh) | 一种控制设备的方法与设备 | |
CN106703589A (zh) | 窗户 | |
CN112700772A (zh) | 基于硬件识别的智能语音***及方法 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20180529 Address after: 200126 Yaohua Road, Pudong New Area, Shanghai, Room 204, room 560 Applicant after: Ye Wei Address before: 200050 West Yan'an Road, Changning District, Changning District, Shanghai, 4 Applicant before: Shanghai Century Network Technology Co., Ltd. |
|
TA01 | Transfer of patent application right | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20190402 Address after: Room 1287, 1/1, 8 Block 33 Guangshun Road, Changning District, Shanghai, 2003 Applicant after: Shanghai Century Network Technology Co., Ltd. Address before: 200126 Yaohua Road, Pudong New Area, Shanghai, Room 204, room 560 Applicant before: Ye Wei |
|
TA01 | Transfer of patent application right | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right |
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. |
|
TR01 | Transfer of patent right |