CN101269638A - Vehicle electrical apparatus sound control method based on command word list - Google Patents

Vehicle electrical apparatus sound control method based on command word list Download PDF

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CN101269638A
CN101269638A CNA2008101036791A CN200810103679A CN101269638A CN 101269638 A CN101269638 A CN 101269638A CN A2008101036791 A CNA2008101036791 A CN A2008101036791A CN 200810103679 A CN200810103679 A CN 200810103679A CN 101269638 A CN101269638 A CN 101269638A
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vocabulary
sound
control
chaufeur
bus
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连小珉
张新丰
杨殿阁
薛雯
陆良
郑四发
罗禹贡
李克强
王建强
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Tsinghua University
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Abstract

The invention relates to a vehicle electrical-apparatus sound control method based on a command-word table, which belongs to the technical field of vehicle electronic control. The method comprises the steps of generating a sound word table and a noise word table, making use of a sound identifying engine to record the sound of the driver, combining the sound word table with the noise word table, then loading the combined word table to the sound identifying engine and selecting the word with the pronunciation similar with the sound of the driver from the sound word table, identifying the speech intention of the driver according to the word output by the sound identifying engine, and the identified result is the determined electrical-apparatus control command, converting the electrical-apparatus control command into a CAN bus control signal and outputting the control signal to the CAN bus to control the electrical-apparatus. Due to the use of the control method of the invention, during the vehicle-running process, the controlling performance for the noise is stronger, the error operation is reduced considerably, and the identification precision is improved.

Description

Vehicle electrical apparatus sound control method based on command word list
Technical field
The invention belongs to the auto electronic control technology field, particularly a kind of sound control method of car electrics.
Background technology
Interactive voice is to use language to allow people and machine carry out interactive means, and interactive voice is compared with traditional man-machine interaction as a kind of man-machine interaction means, and interactive voice has can be with the action simultaneously of hand, eye, directly obtain fast/characteristics of input information.The application of voice control technology on automobile is at the early-stage, but development is very fast.Such as: acoustic control car phone, acoustic control broadcasting channel selection and DV select song, Voice Navigation, antitheft voice to differentiate or the like.
The electrical equipment that modern automobile uses is more and more, and the switch of operator's compartment is also just more and more, and it has increased the burden of chaufeur, influences traffic safety.The control that utilizes speech recognition technology to carry out car electrics can alleviate the chaufeur burden partly with mouthful function of replacement hand.And along with increasing of vehicle-mounted microcomputer, multi-mode operation will become a kind of trend of vehicle drive mode.Abroad, Robert Bosch company has also developed " being used for the utensil and the system of automobile are carried out voice control method and device ", this invention is primarily aimed at vehicle-borne information equipment such as radio receiver, automobile telephone equipment, navigational aid etc., and should invention need to detect one or more automobile current state predetermined parameters; Royal Philips Electronics Co., Ltd's " by method of the equipment in the voice signal control convenience especially automobile " needs to adopt extra equipment to detect internal car noise as a reference; Also do not have at present by default vocabulary and can reach recognition success rate preferably and and reduce the sound control method of false recognition rate.
Summary of the invention
The objective of the invention is to propose a kind of sound control method, so that chaufeur can be with using the voice command that limits that the electrical equipment of automobile is controlled exactly to car electrics.Compare with general sound control method, use control method of the present invention, under the vehicle drive environment, noise is had stronger inhibition ability, significantly reduced faulty operation, improved accuracy of identification.
A kind of sound control method that carries out that the present invention proposes to car electrics, this method may further comprise the steps:
1) generates a voice vocabulary that is used for vehicle electrical apparatus sound control;
2) generate the noise vocabulary that a sound that is used for the meaningless talk of internal car noise signal and chaufeur carries out filtering, be used to reduce false recognition rate and improve the system identification success ratio;
3) sound of speaking of speech recognition engine (speech recognition engine adopts normal speech recognition engine product) record chaufeur;
4) described voice vocabulary and noise vocabulary are merged; Be loaded into after the merging in the speech recognition engine, select the most close word of sound of speaking of pronunciation and chaufeur from described voice vocabulary;
5) according to the word of speech recognition engine output, the intention of speaking of chaufeur is discerned the electrical equipment control order of the result of identification for determining;
6) the electrical equipment control command conversion that step 5) is obtained becomes the CAN bus control signal, outputs on the CAN bus, in order to electrical equipment is controlled.
Characteristics of the present invention and beneficial effect:
This method mainly is on the common vehicle-mounted microcomputer of a band microphone, add method proposed by the invention, and utilize common speech recognition engine, and load the voice command control vocabulary that the present invention proposes, by a kind of the driver-commanded method identification of driver that mates is intended to.When loading the voice command vocabulary, load the noise vocabulary, reduce the false judgment probability, improve success ratio to driver intention identification.
Compare with existing phonetic controller, the characteristics of this method are at vehicle mounted electrical apparatus design-calculated voice control command vocabulary, this vocabulary has adopted the phrase composing method of operational motion+electrical equipment noun, comprised the cooresponding operational order of nearly all vehicle mounted electrical apparatus and electrical equipment, adopt the method for noise vocabulary by the normal speech recognition engine operational order vocabulary that identifies to be identified as the driver's operation intention by the mode of mating then, this intention can send in the mode of CAN bus code on vehicle-mounted CAN/LIN bus, to reach the purpose of control.
The advantage of this method is under the vehicle drive environment, can overcome the interference that various noises bring, and having has high recognition and less false recognition rate to driver intention,
Description of drawings
Fig. 1 is the FB(flow block) of this method
The specific embodiment
The vehicle electrical apparatus sound control method that the present invention proposes is described with reference to the accompanying drawings as follows:
The inventive method as shown in Figure 1, may further comprise the steps:
1) generates a voice vocabulary that is used for vehicle electrical apparatus sound control;
2) generate the noise vocabulary that a sound that is used for the meaningless talk of internal car noise signal and chaufeur carries out filtering, be used to reduce false recognition rate and improve the system identification success ratio;
3) sound of speaking of speech recognition engine (speech recognition engine adopts normal speech recognition engine product) record chaufeur;
4) described voice vocabulary and noise vocabulary are merged; Be loaded into after the merging in the speech recognition engine, select the most close word of sound of speaking of pronunciation and chaufeur from described voice vocabulary;
5) according to the word of speech recognition engine output, the intention of speaking of chaufeur is discerned the electrical equipment control order of the result of identification for determining;
6) the electrical equipment control command conversion that step 5) is obtained becomes the CAN bus control signal, outputs on the CAN bus, in order to electrical equipment is controlled;
Generating the voice vocabulary in the described step 1) is that various operation verb and the vehicle mounted electrical apparatus nouns to vehicle mounted electrical apparatus that will collect constitute the voice vocabulary that verb adds noun, comprises also in this vocabulary that the synonym by the synonym of operating verb and electrical equipment noun carries out the voice vocabulary of combined crosswise;
Comprise such as this vocabulary:
Electrical equipment nouns such as lampet, headlight, fog tail lamp, not under command light, air-conditioning, car door, sensor and controller, wherein the side-marker lamp is the synonym of lampet; Country beam is the synonym of headlight;
Operation verbs such as closing, open, wherein opening, opening is synonym, closing, extinguishing is synonym;
This vocabulary can be as shown in table 1 after the combined crosswise:
Table 1 voice control command vocabulary
Control action Phonetic control command
[switching to the instrument interface] 1 instrument, 2 instrument interfaces
[switching to lamp control interface] 1 lamp control, 2 lamp control interfaces
[switching to the air-conditioning interface] 1 air-conditioning, 2 air-conditioning interfaces
[switching to Diagnostics Interfaces] 1 diagnosis, 2 Diagnostics Interfaces
[calling Navigator] 1 navigation, 2 Navigators, 3 navigationsystem
[left wing's door switch] 1 left wing's door
[Right Side Gate ON/OFF] 1 Right Side Gate
[unlatching lampet] 1 unlatching lampet 2 is opened lampet 3 and is opened side-marker lamp 4 unlatching side-marker lamps
[closing lampet] 1 closes lampet 2 extinguishes lampet 3 and closes side-marker lamp 4 and extinguish side-marker lamp 5 and turn off lampet
[unlatching headlight] 1 opens headlight 2 opens headlight 3 and opens passing lights 4 and open passing light 5 and open head lamp
[closing headlight] 1 closes headlight 2 extinguishes headlight 3 and closes passing light 4 and extinguish passing light 5 and close head lamp
Described step 2) the place noun that the noise vocabulary that generates in, this vocabulary comprise onomatopoeia main in the Chinese, daily vocabulary and drive to use often.Vocabulary such as table 2 that this vocabulary is main are cited.
Table 2 noise vocabulary for example
The vocabulary type Vocabulary for example
Onomatopoeia Z z z, z z z exhale, the clatter clatter, tick, rub-a-dub rub-a-dub
Daily word If we, have a meal, good, add, make, interrupt, problem, answer, I think
The place noun Official's cap mountain and close that chew at station, Hei Hanling, Hou Anling, loess, loess ridge
Described step 5) is according to the result of speech engine output, and recognition methods is that the said phrase of chaufeur is identified as cooresponding control command to driver intention.
Such as:
" unlatching lampet " " opening lampet " " opened the side-marker lamp ", and " opening the side-marker lamp " " " is identified as the instruction of opening lampet;
" extinguishing lampet " " closes the side-marker lamp " " extinguishing the side-marker lamp " " turns off lampet " and be identified as the order of closing lampet will " to close lampet ";
" unlatching headlight " " opening headlight " " unlatching passing light " " opening passing light " " opened head lamp " be identified as the instruction of opening headlight;
" extinguishing headlight " " closes passing light " " extinguishing passing light " " closes head lamp " and be identified as the instruction of closing headlight will " to close headlight ";
" unlatching fog tail lamp " " opening fog tail lamp " is identified as the instruction of opening fog tail lamp;
" extinguishing fog tail lamp " is identified as the instruction of closing fog tail lamp will " to close fog tail lamp ";
" unlatching not under command light " " opening not under command light " is identified as the instruction of opening not under command light;
" closing fault lamp " " extinguishing not under command light " is identified as the instruction of closing fault lamp;
" startup air-conditioning " " starting of air conditioner " " opened air-conditioning ", and " air-conditioning is opened " is identified as the instruction of opening air-conditioning;
" air-conditioning is closed " is identified as the instruction of closing air-conditioning will " to close air-conditioning ";
" automatic mode " is identified as and allows air-conditioning enter the instruction of automatic mode will " to open automatic mode ";
" interior outer circulation switching " " switched and circulated " switching that is identified as the air-conditioning circulation pattern;
Will " inside and outside follow " be identified as air-conditioning enter in the instruction of circulation pattern;
" outer circulation " is identified as the instruction that air-conditioning enters the outer circulation pattern;
" wind direction face " " on the wind direction " " blows pin " " wind direction pin " " under the wind direction " is identified as the instruction that corresponding wind direction is adjusted will " to blow face ";
" front window defrosting " " preceding defrosting " is identified as the defrosting of front screen instruction;
" rear window defrosting " " back defrosting " is identified as defrosting instruction to back window glass;
To " breeze up " " increasing air quantity " " reducing wind-force " " reduce air quantity " " light air " " one-level air quantity " " light breeze " " secondary air quantity " " gentle breeze " " gentle breeze amount " " moderate breeze " " level Four air quantity " " fresh breeze " " Pyatyi air quantity " " strong breeze " " strong breeze amount " " near gale " " near gale amount " " fresh gale " " fresh gale amount " be identified as the adjustment to air quantity;
" raising temperature " " rising temperature " " intensification " " reduction temperature " " cooling " " ten degree " " eleventh " " 12 degree " " 13 degree " " 14 degree " " 15 degree " " 16 degree " " 17 degree " " ten octaves " " 19 degree " " 20 degree " " too cold " " too hot " " somewhat cold " " a bit heat " is identified as thermoregulator instruction;
" lamp ﹠ lantern diagnosis " " lamp ﹠ lantern selfdiagnosis " is identified as the operation of the selfdiagnosis of lamp ﹠ lantern electrical equipment;
" diagnosis of sensor class " " sensor class " " sensor diagnostic " is identified as the operation of the selfdiagnosis of all the sensors;
The described step 6) of stating converts control command to the CAN bus control signal, outputs on the bus, is used for electrical equipment is controlled, and is the form output with vehicle-mounted CAN bus message frame.Vehicle-mounted CAN bus message frame format is shown in table 3 and table 4.
Table 3CAN signal control lamp ﹠ lantern electrical equipment message frame 1
Figure A20081010367900061
Figure A20081010367900071
Message frame 1 comprises in the table 3: country beam control command, passing light control command, not under command light control command, driver's lamp control command, lampet control command, adverse-weather lamp control command, fog tail lamp control command, left and right sides car door control command; Wherein Byte1~Byte3 represents the 1st~3 byte of CAN message frame data field, and Bit0~Bit7 represents each bit of corresponding byte.
The message frame 2 of table 4CAN signal control air-conditioning
Figure A20081010367900072
Message frame 2 comprises the control command of air-conditioning in the table 4:
AC start-up mode, " shut " mode", automatic mode, defrosting mode, blowing pattern, blow surface model, blow the pin pattern, interior circulation, model selection, the model selection of outer circulation wind, front glass defrosting open, regulate Temperature numerical, DATA is Temperature numerical (1 ℃-32 ℃) decimal scale, regulate air quantity, and DATA is Temperature numerical (1-level) decimal scale, move trace routine, be made as 14 states such as magnificent third constellations display format.Wherein Byte1~Byte3 represents the 1st~3 byte of CAN message frame data field, and Bit0~Bit7 represents each bit of corresponding byte.
Adopt the implementation method of a kind of embodiment of said method to be described in detail as follows:
Present embodiment is to utilize sound control method design-calculated automobile voice electrical apparatus control system of the present invention to be used for homemade a certain model notion exhibition car, this exhibition car can utilize the closing function of opening of voice control long-and-short distant light, lampet, front and back fog lamp, the startup of air-conditioning, close, mode converting, defrosting, dry, blow face, blow pin, interior circulated air model selection, the model selection of outer circulation wind, front glass defrosting, regulate temperature, regulate air quantity, functions such as operation trace routine, concrete control method is as follows:
(1) first step, the vehicle mounted electrical apparatus system at this car equipment has designed a voice control command vocabulary, and this voice control vocabulary is as shown in table 5.Wherein the first row control command is represented the actual intention of chaufeur, and voice command is represented the chaufeur speech utterance.
Table 5 voice control command vocabulary
Control command Voice command
[unlatching fog tail lamp] Open fog tail lamp and open fog tail lamp
[closing fog tail lamp] Close fog tail lamp and extinguish fog tail lamp
[unlatching not under command light] Open not under command light and open not under command light
[closing fault lamp] The closing fault lamp extinguishes not under command light
[startup air-conditioning] The startup starting of air conditioner is opened air-conditioning and is opened
[closing air-conditioning] Closing air-conditioning closes
[automatic mode] Automatic automatic mode
[interior outer circulation switching] Interior outer circulation is switched
[interior circulation] Interior circulation
[outer circulation] Outer circulation
[wind direction adjustment] Blow on the face wind direction face wind direction and blow under the pin wind direction pin wind direction
[front/rear window defrosting] Defrosting rear window defrosting back defrosting before the front window defrosting
Wind-force is adjusted The increasing air quantity that breezes up reduces wind-force and reduces air quantity one/two ... seven/fresh gale one/two ... seven/fresh gale amount air quantity one/two ... seven/eight grades
Temperature is adjusted Improving the temperature build-up temperature heats up
Reduction greenhouse cooling temperature 18/19/... 30 degree 18/19 ... it is too hot somewhat cold a bit hot that 30 degree are too cold
[lamp ﹠ lantern diagnosis] Lamp ﹠ lantern diagnosis lamp ﹠ lantern selfdiagnosis
[diagnosis of sensor class] Sensor class diagnostic sensor class sensor diagnostic sensor
[controller class diagnosis] Controller class diagnosing controller quasi-controller diagnosing controller
[air-conditioning diagnosis] The air-conditioning diagnosis
[other diagnosis] Other other diagnosis
In (2) second steps, design generates a noise vocabulary, and this vocabulary is as shown in table 6.
Table 6 noise vocabulary
Z z z, z z z exhale, toot, toot toot, tick every teacher, you see that we add, if, make, good, interrupt, problem is answered, I think, practicality, software, hardware, advance, hello, industry, about, meaningless, Hong Lou, cima, fragrant garden, elegant garden, the peace village, eight families, white mausoleum, White Tower, hundred is kind, the fort suffering, Bei Wan, Bei He, the north kiln, Bei Di, Beiyuan, Bei Jian, storehouse head, long behaviour, city, Deng Zhuan, tricky nest, East Village, Dong Ba, eastern intelligence, Dong Ling, the Donggou is to stone, the grave village, Feng Zhuan, Gang Shan, Gao Ying, ditch east, Gu Cun, turn round and look at volume, Hai Hong, Han Ying, He Ying, river mouth, Hebei, He Cun, back factory, Hu Zhuan, Hu Yu, garden, yellow bank, Huang Ying, fiery village, Ji Si, point is flat, river head, gold small cup, prevent ditch, see pellet, oral, Lang Fu, upright religion, Liang Nan, the forest farm, six circles, Lou Liang, Lu Cheng, deer cries, sieve family, Ma Zhuan, Ma Fang, Ma Fang, Ma Ying, Meng Zu, the mausoleum beam,, Nan Wan, the south kiln,, Nan Guan,, year is rich, Nie Shan, agricultural university,, slabstone,, shop head, preceding village, the canal head, three turn up soil, and beach sand is engaged in,, gulf, mountain, main room, the last village,, last garden, Mt, Shi Xia, stone nest, doube bridge, water Zhang, head, the four seas, grandson river, tower low-lying area, Taihe county, pool, peach valley,, courtyard, Tian Ying, Tu Gou, group's spring, watt,, Wang Zhuan, military kiln,, Xi Dian, Xi Yu,, Xi Fa, Xi Po, following meeting is put up at an inn, celestial platform, fragrant battalion, small village, coulee, the Xinhe River, Xue Zhuan, along the village, Yan Shui, Yangchuan village, Yang Zhuan, tailo, Yao Cun, the temple is answered in the Yi Zhuang, and it is white to become silted up, on the garden, Zhang village, Zhao Zhuan, the Zhou village changes hollow, Zu Cun, the upturned soil head, children's garment factory, snack counter, city China Democratic League, Eight Immortals pavilion, Cheng Guzhai, the fragrant garden of virtue, permanent auspicious residence, Jin Shunju, gourmet's luck occupies, Quan Suzhai, Taibai Building, fragrant home, chin or cheek spring garden, the extensive region pavilion shakes, alarm set point, alarm set point, alarm set point, Grand View Garden, Jietai Temple, Yuanmingyuan Park, Nan Guanzhan, wild goose wing station, En Jili, yellow tame grave, Qiao Jianli, sugar water garden, the moonlight pavilion, eight mu of ground, Bai Caowa, the Golconda temple, the Bei Si village, Bei Wu village, Cao Jiazhuan, Che Erying, mercy valley, Da Zhuan section, the Da Han village, big elm, big palace door, eastern flowing water, eastern Red Hill, the Dong Ge village, Er Daohe, Gaobeidian City, official's cap mountain and close the station, the Hei Han mountain range, peace mountain range, back, loess is chewed, loess ridge, the river, boundary, nine cross a river, the Lai Shun village, the pear tree ditch, lotus flower pond, Liu Jiayu, Dragon King village, Lu Gezhuan, horse village, the democracy village, Nan Xiaodian, southern Zhang Hua, the village, Ninghai, Qi Daoliang, preceding osiery, the clear spring shop, three blocks of stones, Shang Shuiyu, last Cang Yu, stone big gun ditch, pool, four Tan Gou, Su Jiatuo, peach garden village, the village military camp, Wang Erling, Wei Xinzhuan, the Western Hills ditch, mountain, Xifeng, Xi Lihe, following pasture, the village that faces south, Xiao Du society, Xin Litun, Xiong Erying, Yang Huzhuan, Yin Jiafu, Yu Linbao, the Zao Lin village, Pearl Spring, Zhu's housework, Tuo Toumiao, cricket She Liang, Hua Feng company, general continuous heavy rain company, two factories of embroidering, grass bridge grain shop, red retail sales field, Ka Ma firm, three sharp general merchandise, modern bookstore, the store, Zhenyang, in Fengtai one, University of Science and Technology attached middle school, in the city 90, silver swallow-aeroplane primary school, city bureau of animal husbandry, Bao Fu restaurant, the earth hotel, the hotel, ancient city, HuaYun Hotel, Golden Bridge hotel, the Jing Dong hotel, the Lu Yuan hotel, the petrochemical industry hotel, Wei public hotel, the magnificent hotel of benefit, the intelligence moral
The hotel, emerging peasant association shop, north is the hotel mutually, big logical fishing port, eastern four hotels, rich and powerful people hotel, hotel, restaurant, flower market, rotary island wineshop are insulted in the sea, the crystallization dining room, the hotel, Luan is opened in easy wineshop, capital, the Li Hua restaurant, the happy dining room of horse, Qiao Yuan restaurant, Shanghai other, Song Xing hotel, Tian Feng restaurant, celestial being is the wineshop all, Xue Cheng big restaurant, silver-colored safe villa garden, dragon big restaurant, Guangdong, the hotel that casts a bell, the 6th hospital, capital of a country hospital, high hundred warehouses, commercial bank, northern station, Beijing, system station, the army village all can be international, outstanding precious apartment, farming exhibition Nan Li, happy apartment, BinHe Building, extra large universe mansion, alternating current building, coal machine mansion, day silver-colored mansion, Yuquan mansion, the arietites tiger, He Nanzhai town, Shi Libao town, the Aug. 1st arenas, the Worker's Stadium roller rink, ancient city cinema, state pipe office auditorium, Haikang club, holiday the billiards city, Board of Education auditorium, golden dream singing-hall can be matched recreation rooms, blue sail music hall, six along entertainment city, food ﹠ beauty entertainment city, fan fan singing-hall, Nan Yang club, horse race club, flat cloud dancing hall, thousand every night always, Shanghai big city, children's palace arenas, Dragon Lord nightclub, triumph cinema, four seasons entertainment city, Wangjing dancing hall, emerging health and happiness city, entertainment city, Asia, the milky way garden of playing with water, first bright dancing hall, garden dream dancing hall
3) then above-mentioned vocabulary merging is added in the normal speech engine.
4) chaufeur is controlled the electrical equipment in the car by speaking, and says " unlatching headlight " when " opening lampet " " closes lampet " when chaufeur, and correct identification is all made by system, identifies correct control command.
5) when chaufeur is said above-mentioned voice command, system outlet corresponding C AN bus signals, its control signal is defined as follows shown in the table 6.
Table 7CAN signal control lamp ﹠ lantern electrical equipment message frame
Figure A20081010367900101
6) when chaufeur when the passenger talks on every side, utilize this method can carry out the filtration of success to the talk of chaufeur, system does not have control command output

Claims (5)

1, a kind of sound control method that carries out to car electrics, this method may further comprise the steps:
1) generates a voice vocabulary that is used for vehicle electrical apparatus sound control;
2) generate the noise vocabulary that a sound that is used for the meaningless talk of internal car noise signal and chaufeur carries out filtering, be used to reduce false recognition rate and improve the system identification success ratio;
3) sound of speaking of speech recognition engine record chaufeur;
4) described voice vocabulary and noise vocabulary are merged; Be loaded into after the merging in the speech recognition engine, select the most close word of sound of speaking of pronunciation and chaufeur from described voice vocabulary;
5) according to the word of speech recognition engine output, the intention of speaking of chaufeur is discerned the electrical equipment control order of the result of identification for determining;
6) the electrical equipment control command conversion that step 5) is obtained becomes the CAN bus control signal, outputs on the CAN bus, in order to electrical equipment is controlled.
2, the method for claim 1, it is characterized in that, generating the voice vocabulary in the described step 1) is that various operation verb and the vehicle mounted electrical apparatus nouns to vehicle mounted electrical apparatus that will collect constitute the voice vocabulary that verb adds noun, comprises also in this vocabulary that the synonym by the synonym of operating verb and electrical equipment noun carries out the voice vocabulary of combined crosswise.
3, the method for claim 1 is characterized in that, described step 2) the middle noise vocabulary that generates, the place noun that this vocabulary comprises onomatopoeia main in the Chinese, daily vocabulary and drives to use often.
4, the method for claim 1 is characterized in that, described step 5) is according to the result of speech engine output, and recognition methods is that the said phrase of chaufeur is identified as cooresponding control command to driver intention.
5, the method for claim 1 is characterized in that, described step 6) converts control command to the CAN bus control signal, outputs on the bus, is used for electrical equipment is controlled, and is the form output with vehicle-mounted CAN bus message frame.
CNA2008101036791A 2008-04-10 2008-04-10 Vehicle electrical apparatus sound control method based on command word list Pending CN101269638A (en)

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CN102332265A (en) * 2011-06-20 2012-01-25 浙江吉利汽车研究院有限公司 Method for improving voice recognition rate of automobile voice control system
CN102645977A (en) * 2012-03-26 2012-08-22 广东翼卡车联网服务有限公司 Vehicle-mounted voice awakening human-machine interaction system and method
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WO2015003596A1 (en) * 2013-07-08 2015-01-15 Tencent Technology (Shenzhen) Company Limited Systems and methods for configuring matching rules related to voice input commands
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CN105416208A (en) * 2015-12-08 2016-03-23 延锋伟世通电子科技(上海)有限公司 Vehicle-mounted voice recognition electronic entertainment control system
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CN109872715A (en) * 2019-03-01 2019-06-11 深圳市伟文无线通讯技术有限公司 A kind of voice interactive method and device
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Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101833292A (en) * 2010-04-30 2010-09-15 中山大学 Digital home control method, controller and system
CN102332265A (en) * 2011-06-20 2012-01-25 浙江吉利汽车研究院有限公司 Method for improving voice recognition rate of automobile voice control system
CN102645977A (en) * 2012-03-26 2012-08-22 广东翼卡车联网服务有限公司 Vehicle-mounted voice awakening human-machine interaction system and method
CN103578472A (en) * 2012-08-10 2014-02-12 海尔集团公司 Method and device for controlling electrical equipment
WO2015003596A1 (en) * 2013-07-08 2015-01-15 Tencent Technology (Shenzhen) Company Limited Systems and methods for configuring matching rules related to voice input commands
US9672813B2 (en) 2013-07-08 2017-06-06 Tencent Technology (Shenzhen) Company Limited Systems and methods for configuring matching rules related to voice input commands
CN103994541B (en) * 2014-04-21 2017-01-04 美的集团股份有限公司 Wind direction switching method and system based on voice control
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