CN106649843A - Media file recommending method and system based on vehicle-mounted terminal and vehicle-mounted terminal - Google Patents
Media file recommending method and system based on vehicle-mounted terminal and vehicle-mounted terminal Download PDFInfo
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- CN106649843A CN106649843A CN201611253000.8A CN201611253000A CN106649843A CN 106649843 A CN106649843 A CN 106649843A CN 201611253000 A CN201611253000 A CN 201611253000A CN 106649843 A CN106649843 A CN 106649843A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
- G06F16/43—Querying
- G06F16/435—Filtering based on additional data, e.g. user or group profiles
- G06F16/436—Filtering based on additional data, e.g. user or group profiles using biological or physiological data of a human being, e.g. blood pressure, facial expression, gestures
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
- G06F16/43—Querying
- G06F16/435—Filtering based on additional data, e.g. user or group profiles
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Abstract
The invention provides a media file recommending method and system based on a vehicle-mounted terminal and the vehicle-mounted terminal. Comprehensive analysis is performed according to obtained driving behavior information, voice and mood information, facial expression information and/or posture information, and emotion information is obtained; according to the emotion information, the satisfied conditions are matched from a plurality of preset conditions, and media files related to the satisfied conditions in advance are obtained to be recommended. The media files can be precisely recommended for a user, operation is intelligent and user-friendly, and the user experience is good.
Description
Technical field
The present invention relates to intelligent automobile field, it is more particularly to a kind of based on the media file recommendation method of car-mounted terminal,
System and car-mounted terminal.
Background technology
The intellectuality of automobile is increasingly taken seriously, and security performance of the user not only to driving has higher requirement, also very
Value intelligence, the experience of hommization in driving procedure, existing vehicle-mounted media is played, it usually needs user is manually operated to carry out matchmaker
The selection and broadcasting of body file, and mood that can not accurately according to user at that time, automatically recommend the media file done something for the occasion, behaviour
Make not enough intelligent and hommization.
The content of the invention
The shortcoming of prior art in view of the above, it is an object of the invention to provide a kind of media based on car-mounted terminal
File recommendation method, system and car-mounted terminal, for solving prior art in can not be user vehicle intelligent recommendation media file
Problem.
For achieving the above object and other related purposes, the present invention provides a kind of media file based on car-mounted terminal and recommends
Method, including：Obtain driving behavior information, voice tone information, facial expression information, and/or the figure of car-mounted terminal user
Information；The driving behavior information, voice tone information, facial expression information, and/or figure's information according to obtaining carries out comprehensive
Analysis is closed, emotional information is obtained；According to the emotional information it is set in advance it is multiple it is pre-conditioned in, match meet bar
Part, and obtain and be associated with the media file of met condition in advance and recommended.
In a specific embodiment of the invention, obtained playing identifier, the history behaviour according to historical operating data training
Making data includes driving behavior information, voice tone information, facial expression information, and/or figure's information of car-mounted terminal user,
And corresponding media play behavior；Training obtains the process of the player to be included：Used according to the advance car-mounted terminal for obtaining
The driving behavior information at family, voice tone information, facial expression information, and/or figure's information as input, and by corresponding use
The media play behavior at family trains corresponding broadcasting identifier as output.
In a specific embodiment of the invention, according to the driving behavior information, voice tone information for obtaining, facial table
Feelings information, and/or figure's information carry out comprehensive analysis, obtain emotional information；And according to the emotional information set in advance
It is multiple it is pre-conditioned in, match the condition for meeting, and obtain and be associated with what the media file of met condition was played out in advance
Realize that step includes：According to the broadcasting identifier, to the driving behavior information, voice tone information, the facial table that obtain
Feelings information, and/or figure's information are identified, and according to recognition result, carry out the recommendation of media file.
In a specific embodiment of the invention, by the microphone communicated with the car-mounted terminal, user input is obtained
Voice, and by the analysis to the voice, the voice tone information is obtained, the voice tone information at least includes following
In one kind：Key in the decibel information of voice, the emergency degree information of the tone and voice with default keyword match
Word information.
In a specific embodiment of the invention, by the camera communicated with the car-mounted terminal, the face of user is obtained
Facial expression image and figure's image, and by the analysis to the facial expression image, the facial expression information is obtained, and it is logical
The analysis to figure's image is crossed, figure's information is obtained.
In a specific embodiment of the invention, the driving behavior information at least include it is following in one kind：Acceleration information,
Deceleration, zig zag information, hypervelocity information, the frequency information of pressing loudspeaker and idling information.
In a specific embodiment of the invention, also include according to driving behavior information, voice tone information, the face for obtaining
Expression information, figure's information, and/or environmental information carry out comprehensive analysis, obtain the emotional information.
In a specific embodiment of the invention, the environmental information at least includes：Weather information, transport information, with timely
Between segment information.
In a specific embodiment of the invention, the media file includes music file or video file.
In a specific embodiment of the invention, the media file of recommendation is the media file that the user did not played.
For achieving the above object and other related purposes, the present invention also provides a kind of media file based on car-mounted terminal and pushes away
System is recommended, including：Data obtaining module, to the driving behavior information, voice tone information, the face that obtain car-mounted terminal user
Expression information, and/or figure's information；Analysis module, to according to obtain the driving behavior information, voice tone information,
Facial expression information, and/or figure's information carry out comprehensive analysis, obtain emotional information；Recommending module, to according to the mood
Information it is set in advance it is multiple it is pre-conditioned in, match the condition for meeting, and obtain and be associated with the matchmaker of met condition in advance
Body file is recommended.
For achieving the above object and other related purposes, the present invention also provides a kind of car-mounted terminal, including camera and
Microphone, and media file recommendation method based on car-mounted terminal of the application as above described in any one carries out pushing away for media file
Recommend.
As described above, the present invention based on the media file recommendation method of car-mounted terminal, system and car-mounted terminal, according to
The driving behavior information, voice tone information, facial expression information, and/or the figure's information for obtaining carries out comprehensive analysis, obtains
To emotional information；According to the emotional information it is set in advance it is multiple it is pre-conditioned in, match the condition for meeting, and obtain pre-
The media file for being first associated with met condition is recommended.The recommendation that highly precisely media file can be carried out for user,
Operation intelligence and hommization, Consumer's Experience is good.
Description of the drawings
Fig. 1 is shown as the flow process in one embodiment of the media file recommendation method based on car-mounted terminal of the present invention
Schematic diagram.
Fig. 2 is shown as the module in one embodiment of the media file commending system based on car-mounted terminal of the present invention
Schematic diagram.
Component label instructions
The 20 media file commending systems based on car-mounted terminal
21 data obtaining modules
22 analysis modules
23 recommending modules
10 media file recommendation methods based on car-mounted terminal
11～13 method and steps
Specific embodiment
Embodiments of the present invention are illustrated below by way of specific instantiation, those skilled in the art can be by this specification
Disclosed content understands easily other advantages and effect of the present invention.The present invention can also pass through concrete realities different in addition
The mode of applying is carried out or applies, the every details in this specification can also based on different viewpoints with application, without departing from
Various modifications and changes are carried out under the spirit of the present invention.It should be noted that, in the case where not conflicting, following examples and enforcement
Feature in example can be mutually combined.
It should be noted that the diagram provided in following examples only illustrates in a schematic way the basic structure of the present invention
Think, only show in illustrating then with relevant component in the present invention rather than according to component count during actual enforcement, shape and size
Draw, it is actual when the implementing kenel of each component, quantity and ratio can be a kind of random change, and its assembly layout kenel
It is likely more complexity.
Present invention is preferably applicable to car-mounted terminal, the car-mounted terminal can be the intelligent terminal being fixed on automobile,
The mobile electronic terminal that can be held by user, the mobile electronic terminal is for example including smart mobile phone, the wearable intelligence of user
Can equipment or portable computer etc..The car-mounted terminal has media file playing function, and the media file is, for example, music
Or video.
Fig. 1 is referred to, the media file recommendation method based on car-mounted terminal of the present invention is shown as in a specific embodiment
In schematic flow sheet.Methods described 10 includes：
11：Obtain driving behavior information, voice tone information, facial expression information, and/or the figure of car-mounted terminal user
Information；Preferably, user associates the media file recommendation method based on car-mounted terminal by default user name code entry
Platform, and the platform can be used to record the play operation of the media file of the user.
12：According to the driving behavior information, voice tone information, facial expression information, and/or the figure's information that obtain
Comprehensive analysis is carried out, emotional information is obtained；By the comprehensive analysis of the information of multiple dimensions and be mutually authenticated, can obtain with regard to
The more accurate emotional information of user.For example corresponding weight is respectively allocated to each information for carrying out comprehensive analysis, and
According to the result after weight calculation, the mood interval that result is in is obtained, the classification of mood for example includes：Sad, happy, anger
Anger, calmness etc..Or, preferentially according to the driving behavior information, voice tone information, facial expression information, and/or figure
One or more in information carries out preliminary emotion judgment, and preliminary emotion judgment result is tested according to remaining information
Card is adjusted, for example, judge user in more excitement by driving behavior information, voice tone information and figure's information
During state, the preliminary judged result of mood easily by user now is indignation, and now detects user's face expression information
For happy expression, it will be appreciated that now user be because happiness and show it is very exciting, you can preliminary to judge knot to described
Fruit is modified.
13：According to the emotional information it is set in advance it is multiple it is pre-conditioned in, match the condition for meeting, and obtain pre-
The media file for being first associated with met condition is recommended.
In a specific embodiment of the invention, obtain playing identifier according to historical operating data training, it is preferred that described
User logs in corresponding operation platform, and the various operands of platform real time record user by default username and password
According to, form the historical operating data with regard to the user and stored, and the historical operating data includes car-mounted terminal user's
Driving behavior information, voice tone information, facial expression information, and/or figure's information, and corresponding media play behavior；
Training obtains the process of the player to be included：According to driving behavior information, the voice language of the advance car-mounted terminal user for obtaining
Gas information, facial expression information, and/or figure's information as input, and using the media play behavior of corresponding user as defeated
Go out, train corresponding broadcasting identifier.
In a specific embodiment of the invention, according to the driving behavior information, voice tone information for obtaining, facial table
Feelings information, and/or figure's information carry out comprehensive analysis, obtain emotional information；And according to the emotional information set in advance
It is multiple it is pre-conditioned in, match the condition for meeting, and obtain and be associated with what the media file of met condition was played out in advance
Realize that step includes：According to the broadcasting identifier, to the driving behavior information, voice tone information, the facial table that obtain
Feelings information, and/or figure's information are identified, and according to recognition result, carry out the recommendation of media file.
Preferably, by the microphone communicated with the car-mounted terminal, the voice of user input is obtained, and by described
The analysis of voice, obtains the voice tone information, the voice tone information at least include it is following in one kind：Voice point
Keyword message in shellfish information, the emergency degree information of the tone and voice with default keyword match.The keyword
For example include conventional dirty word word, when the keyword of the type is got, recommend the music more releived, to alleviate user
Mood.
In a specific embodiment of the invention, by the camera communicated with the car-mounted terminal, the face of user is obtained
Facial expression image and figure's image, and by the analysis to the facial expression image, the facial expression information is obtained, and it is logical
The analysis to figure's image is crossed, figure's information is obtained.The facial expression of the user such as frowning including user
The metamorphosis of situation analysis, the change of user's corners of the mouth and eyes of user.Figure's information is for example against seat including user
Figure (loosening) on chair, user beat figure's (indignation) of automobile.
For example, when decibel that user speaks from voice tone information, is got more than a default threshold value, now may be used
There can be two kinds of situations, i.e., happy being spoken up speak up with angry, and then is believed by facial expression information and figure
The analysis of breath, further determines that, user is now in happy or indignation.For example frown and eyes are popped, and/or deposit
Beating the behavior of automobile, represent that user is now in the state of indignation and anxiety, and for example detect user's brows unfold, mouth
When angle raises up, represent that user is now happy state.
In a specific embodiment of the invention, the driving behavior information at least include it is following in one kind：Acceleration information,
Deceleration, zig zag information, hypervelocity information, the frequency information of pressing loudspeaker and idling information.For example, when detecting use
When family frequently presses loudspeaker, represent that current road conditions are poor, user may be more impatient, and this is marquis, can be to user
The music that recommendation is releived.Or, when user is constantly in the state of scorch, represent that user drives in for a long time height
On fast road, at this time, the music of more passion can be pushed to user, be refreshed oneself to user.
In a specific embodiment of the invention, also include according to driving behavior information, voice tone information, the face for obtaining
Expression information, figure's information, and/or environmental information carry out comprehensive analysis, obtain the emotional information.
In a specific embodiment of the invention, the environmental information at least includes：Weather information, transport information, with timely
Between segment information.
The Weather information for example includes fine day, rainy day, cloudy day etc., and preferably, according to corresponding weather, recommends to do something for the occasion
Music, such as when the rainy day, recommend and the music of rainy day related subject, lift sentiment when driving, allow user more
Fall in love with driving, there is provided more perceptual experience.
The transport information, such as, including the congestion information of traffic, when in traffic congestion state, recommendation is more releived
Music, alleviate the impatient mood of user.
The time segment information, such as including working day, morning peak, evening peak and festivals or holidays etc., such as when in section
During holiday, some are recommended to related very brisk music of spending a holiday to user.
In a specific embodiment of the invention, the media file includes music or video file etc..
In a specific embodiment of the invention, the media file of recommendation is the media file that the user did not played.
Further, the media file recommendation method 10 based on car-mounted terminal can be to be integrated in the car-mounted terminal
APP。
Fig. 2 is further regarded to, the media file commending system based on car-mounted terminal for being shown as the present invention is concrete real one
Apply the module diagram in example.The media file commending system 20 based on car-mounted terminal includes：
Data obtaining module 21, to the driving behavior information, voice tone information, the facial table that obtain car-mounted terminal user
Feelings information, and/or figure's information；
Analysis module 22, to according to obtain the driving behavior information, voice tone information, facial expression information,
And/or figure's information carries out comprehensive analysis, obtains emotional information；
Recommending module 23, to according to the emotional information it is set in advance it is multiple it is pre-conditioned in, matching meet
Condition, and obtain and be associated with the media file of met condition in advance and recommended.
The media file commending system 20 based on car-mounted terminal is and the media file based on car-mounted terminal
The corresponding system entries of recommendation method 10, both technical schemes are corresponded, all about media text based on car-mounted terminal
Part recommends the description of method 10 to can be applicable in the present embodiment.
Equally, the media file commending system 20 based on car-mounted terminal can run on the car-mounted terminal, the car
Mounted terminal includes camera and microphone, and the car-mounted terminal can be the intelligent terminal being fixed on automobile, alternatively use
The mobile electronic terminal that family is held, the mobile electronic terminal for example including the smart mobile phone of user, wearable smart machine,
Or portable computer etc..The car-mounted terminal has media file playing function, and the media file is, for example, music or video.
The media file commending system 20 based on car-mounted terminal can be integrated in the car-mounted terminal in forms such as APP,
In sum, it is of the invention based on the media file recommendation method of car-mounted terminal, system and car-mounted terminal, according to
The driving behavior information, voice tone information, facial expression information, and/or the figure's information for obtaining carries out comprehensive analysis, obtains
To emotional information；According to the emotional information it is set in advance it is multiple it is pre-conditioned in, match the condition for meeting, and obtain pre-
The media file for being first associated with met condition is recommended.The recommendation that highly precisely media file can be carried out for user,
Operation intelligence and hommization, Consumer's Experience is good.So, the present invention effectively overcomes various shortcoming of the prior art and has height
Industrial utilization.
The principle and its effect of above-described embodiment only illustrative present invention, it is of the invention not for limiting.It is any ripe
Know the personage of this technology all can carry out modifications and changes under the spirit and the scope without prejudice to the present invention to above-described embodiment.Cause
This, such as those of ordinary skill in the art is complete with institute under technological thought without departing from disclosed spirit
Into all equivalent modifications or change, should by the present invention claim be covered.
Claims (12)
1. a kind of media file recommendation method based on car-mounted terminal, it is characterised in that include：
Obtain driving behavior information, voice tone information, facial expression information, and/or figure's information of car-mounted terminal user；
The driving behavior information, voice tone information, facial expression information, and/or figure's information according to obtaining carries out comprehensive
Analysis is closed, emotional information is obtained；
According to the emotional information it is set in advance it is multiple it is pre-conditioned in, match the condition for meeting, and obtain in advance association
Recommended in the media file of met condition.
2. the media file recommendation method based on car-mounted terminal according to claim 1, it is characterised in that：Grasped according to history
Make data training to obtain playing identifier, the historical operating data includes driving behavior information, the voice of car-mounted terminal user
Tone information, facial expression information, and/or figure's information, and corresponding media play behavior；Training obtains the player
Process include：Driving behavior information, voice tone information, facial expression letter according to the advance car-mounted terminal user for obtaining
Breath, and/or figure's information train corresponding broadcasting as input, and using the media play behavior of corresponding user as output
Identifier.
3. the media file recommendation method based on car-mounted terminal according to claim 2, it is characterised in that：According to what is obtained
The driving behavior information, voice tone information, facial expression information, and/or figure's information carry out comprehensive analysis, obtain mood
Information；And according to the emotional information it is set in advance it is multiple it is pre-conditioned in, match the condition for meeting, and obtain and close in advance
Be coupled to that the media file of met condition plays out realizes that step includes：According to the broadcasting identifier, to the institute for obtaining
State driving behavior information, voice tone information, facial expression information, and/or figure's information to be identified, and according to identification knot
Really, the recommendation of media file is carried out.
4. the media file recommendation method based on car-mounted terminal according to claim 1, it is characterised in that：By with it is described
The microphone of car-mounted terminal communication, obtains the voice of user input, and by the analysis to the voice, obtains the voice language
Gas information, the voice tone information at least include it is following in one kind：The decibel information of voice, the emergency degree of tone letter
Keyword message in breath and voice with default keyword match.
5. the media file recommendation method based on car-mounted terminal according to claim 1, it is characterised in that：By with it is described
The camera of car-mounted terminal communication, obtains the facial expression image and figure's image of user, and by the facial expression
The analysis of image, obtains the facial expression information, and by the analysis to figure's image, obtains figure's information.
6. the media file recommendation method based on car-mounted terminal according to claim 1, it is characterised in that：It is described to drive row
For information at least include it is following in one kind：Acceleration information, deceleration, zig zag information, hypervelocity information, the frequency of pressing loudspeaker
Rate information and idling information.
7. the media file recommendation method based on car-mounted terminal according to claim 1, it is characterised in that：Also include basis
The driving behavior information of acquisition, voice tone information, facial expression information, figure's information, and/or environmental information carry out total score
Analysis, obtains the emotional information.
8. the media file recommendation method based on car-mounted terminal according to claim 7, it is characterised in that：The environment letter
Breath at least includes：Weather information, transport information and time segment information.
9. the media file recommendation method based on car-mounted terminal according to claim 1, it is characterised in that：The media text
Part includes music file or video file.
10. the media file recommendation method based on car-mounted terminal according to claim 1, it is characterised in that：The matchmaker of recommendation
Body file is the media file that the user did not played.
A kind of 11. media file commending systems based on car-mounted terminal, it is characterised in that：Including：
Data obtaining module, to the driving behavior information, voice tone information, the facial expression letter that obtain car-mounted terminal user
Breath, and/or figure's information；
Analysis module, to according to the driving behavior information, voice tone information, facial expression information, and/or the body for obtaining
State information carries out comprehensive analysis, obtains emotional information；
Recommending module, to according to the emotional information it is set in advance it is multiple it is pre-conditioned in, match meet condition, and
Acquisition is associated with advance the media file of met condition and is recommended.
Appoint in 12. a kind of car-mounted terminals, it is characterised in that including camera and microphone, and application such as claim 1～10
The media file recommendation method based on car-mounted terminal described in one carries out the recommendation of media file.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201611253000.8A CN106649843A (en) | 2016-12-30 | 2016-12-30 | Media file recommending method and system based on vehicle-mounted terminal and vehicle-mounted terminal |
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| CN201611253000.8A CN106649843A (en) | 2016-12-30 | 2016-12-30 | Media file recommending method and system based on vehicle-mounted terminal and vehicle-mounted terminal |
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| CN201611253000.8A Pending CN106649843A (en) | 2016-12-30 | 2016-12-30 | Media file recommending method and system based on vehicle-mounted terminal and vehicle-mounted terminal |
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Cited By (22)
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| CN107479848A (en) * | 2017-06-22 | 2017-12-15 | 深圳市金立通信设备有限公司 | Method for playing music and terminal device |
| CN107566896A (en) * | 2017-08-17 | 2018-01-09 | 上海擎感智能科技有限公司 | Multimedia messages recommend method and device, storage medium, terminal |
| CN109165315A (en) * | 2018-08-24 | 2019-01-08 | 大陆汽车投资（上海）有限公司 | In-vehicle information/entertainment service method is pushed based on machine learning |
| CN109190459A (en) * | 2018-07-20 | 2019-01-11 | 上海博泰悦臻电子设备制造有限公司 | A kind of car owner's Emotion identification and adjusting method, storage medium and onboard system |
| CN109241336A (en) * | 2018-08-23 | 2019-01-18 | 珠海格力电器股份有限公司 | Music recommended method and device |
| CN109240488A (en) * | 2018-07-27 | 2019-01-18 | 重庆柚瓣家科技有限公司 | A kind of implementation method of AI scene engine of positioning |
| CN109471954A (en) * | 2018-09-29 | 2019-03-15 | 百度在线网络技术（北京）有限公司 | Content recommendation method, device, equipment and storage medium based on mobile unit |
| CN109508403A (en) * | 2017-12-15 | 2019-03-22 | 蔚来汽车有限公司 | Matching process, device and the vehicle intelligent controller of vehicle-mounted music |
| CN109597914A (en) * | 2018-11-22 | 2019-04-09 | 深圳市元征科技股份有限公司 | Music method for pushing, device, vehicle termination and computer storage medium |
| CN109993180A (en) * | 2017-12-29 | 2019-07-09 | 新华网股份有限公司 | Human biological electricity data processing method and device, storage medium and processor |
| CN110008879A (en) * | 2019-03-27 | 2019-07-12 | 深圳市尼欧科技有限公司 | Vehicle-mounted personalization audio-video frequency content method for pushing and device |
| CN110019740A (en) * | 2018-05-23 | 2019-07-16 | 京东方科技集团股份有限公司 | Exchange method, car-mounted terminal, server and the storage medium of car-mounted terminal |
| CN110297676A (en) * | 2018-03-21 | 2019-10-01 | 上海博泰悦臻电子设备制造有限公司 | A kind of switching vehicle device subject methods and vehicle system |
| CN110555128A (en) * | 2018-05-31 | 2019-12-10 | 蔚来汽车有限公司 | music recommendation playing method and vehicle-mounted infotainment system |
| CN110641401A (en) * | 2018-06-27 | 2020-01-03 | 上海擎感智能科技有限公司 | Vehicle exhibition experience method and system based on vehicle-mounted terminal and vehicle-mounted terminal |
| CN110717065A (en) * | 2019-08-30 | 2020-01-21 | 维沃移动通信有限公司 | Audio recommendation method and device, electronic equipment and storage medium |
| CN110888578A (en) * | 2018-09-10 | 2020-03-17 | 宝沃汽车（中国）有限公司 | Vehicle function optimization method and device and vehicle with same |
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| CN111312247A (en) * | 2020-02-19 | 2020-06-19 | 百度在线网络技术（北京）有限公司 | Voice interaction method and device |
| CN111444378A (en) * | 2020-03-25 | 2020-07-24 | 东风小康汽车有限公司重庆分公司 | Audio pushing method and device and computer system |
| CN112757978A (en) * | 2021-03-02 | 2021-05-07 | 陈潇凌 | Vehicle-mounted safety seat for children |
| CN113223718A (en) * | 2021-06-02 | 2021-08-06 | 重庆医药高等专科学校 | One-stop emotion releasing system |
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