CN106886606A - Method and system for recommending expression according to user speech - Google Patents
Method and system for recommending expression according to user speech Download PDFInfo
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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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Abstract
Present disclose provides a kind of method and system for recommending expression according to user speech.Methods described includes：Receive user speech；Sentiment analysis are performed by the user speech for receiving, user mood is determined；The expression information that acquisition matches with the user mood；And prompt message is exported based on the expression information.
Description
Technical field
This disclosure relates to a kind of method and system for recommending expression according to user speech.
Background technology
With artificial intelligence, automatically control, communicate and computer technology fast development, language and characters switch technology got over
To be applied to various occasions more, for example, social software, minutes etc..
However, existing language and characters switch technology often only converts speech into unicity uninteresting word, it is impossible to
Truly reflect the tone and mood of speaker, the recipient for causing text information cannot really know from experience the purpose of speaker, make
The exchange obtained between user is rich poor with vividness.
The content of the invention
An aspect of this disclosure provides a kind of language and characters and changes for the method according to user speech recommendation expression,
Methods described can include：Receive user speech；Sentiment analysis are performed by the user speech for receiving, user's heart is determined
Feelings；The expression information that acquisition matches with the user mood；And prompt message is exported based on the expression information.
Alternatively, the expression information matched with the user mood that obtains can include：From in prestoring
The expression information matched with the user mood is searched in Rong Ku.
Alternatively, the expression information matched with the user mood that obtains can include：Shoot user images；With
And obtain expression information based on the user images.
Alternatively, it is described to be may further include based on user images acquisition expression information：According to user's heart
The user images are carried out image procossing by feelings；And select by the user images of image procossing as expression information.
Alternatively, after prompt message is exported, methods described can also include：Based on the input operation for receiving, send
Expression information.
Another aspect of the present disclosure provides a kind of language and characters converting system for recommending expression according to user speech,
The system can include：Input/output interface, for receiving/transmission information；Memory, is configured to store executable instruction；
Processor, is connected with the memory, and is configured to perform the executable instruction stored in memory, to perform following operation：
When user speech is received by input/output interface, sentiment analysis are performed by the user speech for receiving, it is determined that with
Family mood；The expression information that acquisition matches with the user mood；And based on the expression information, by input/output
Interface exports prompt message.
Alternatively, the memory can be further configured to storage content storehouse, and the processor is further configured to：
The expression information matched with the user mood is searched from the content library.
Alternatively, the system can also include video camera, be configured to shoot user images；And the processor is further
It is configured to：The video camera is controlled to shoot user images；And obtain expression information based on the user images.
Alternatively, the processor can be further configured to：According to the user mood, the user images are carried out
Image procossing；And select by the user images of image procossing as expression information.
Alternatively, the processor can be further configured to：After prompt message is exported, based on the input behaviour for receiving
Make, expression information is sent by input/output interface.
Another aspect of the present disclosure provides a kind of non-volatile memory medium, and be stored with computer executable instructions, institute
Stating instruction is used to realize method as described above when executed.
Another aspect of the present disclosure provides a kind of computer program, and the computer program includes that computer is executable and refers to
Order, the instruction is used to realize method as described above when executed.
Brief description of the drawings
In order to be more fully understood from the disclosure and its advantage, referring now to the following description with reference to accompanying drawing, wherein：
Fig. 1 diagrammatically illustrates the stream of the method for recommending expression according to user speech in accordance with an embodiment of the present disclosure
Cheng Tu；
Fig. 2 shows of the method for recommending expression information according to user speech according to disclosure example embodiment
Plant specific implementation；
Fig. 3 shows the another of the method for recommending expression information according to user speech according to disclosure example embodiment
A kind of specific implementation；
Fig. 4 show according to disclosure example embodiment for recommend expression information according to user speech method again
A kind of specific implementation；And
Fig. 5 diagrammatically illustrates showing for the system for recommending expression according to user speech in accordance with an embodiment of the present disclosure
Example hardware layout.
Specific embodiment
According to reference to accompanying drawing to the described in detail below of disclosure exemplary embodiment, the other side of the disclosure, advantage
Be will become obvious for those skilled in the art with prominent features.
In the disclosure, term " including " and " containing " and its derivative mean including and it is unrestricted；Term "or" is bag
Containing property, mean and/or.
In this manual, following is explanation for describing the various embodiments of disclosure principle, should not be with any
Mode is construed to limit scope of disclosure.Referring to the drawings described below is used to help comprehensive understanding by claim and its equivalent
The exemplary embodiment of the disclosure that thing is limited.It is described below to help understand including various details, but these details should
Think what is be merely exemplary.Therefore, it will be appreciated by those of ordinary skill in the art that without departing substantially from the scope of the present disclosure and spirit
In the case of, embodiment described herein can be made various changes and modifications.Additionally, for clarity and brevity,
Eliminate the description of known function and structure.Additionally, running through accompanying drawing, same reference numbers are used for identity function and operation.
Embodiment of the disclosure provides a kind of method and system for recommending expression according to user speech.The method energy
User mood is enough determined according to information such as semanteme, the tone included in user speech, and based on identified user mood
Recommend matched expression, so that the exchange between user is more enriched and lively.
Fig. 1 diagrammatically illustrates the method 100 for recommending expression according to user speech in accordance with an embodiment of the present disclosure
Flow chart.
As shown in figure 1, methods described 100 can include：In step S110, user speech is received.For example, when user sends
During the such as voice messaging of " I is delithted with you and gives my present ", methods described can first via the input list of such as microphone
Unit receives user speech.
Then, in step S120, sentiment analysis are performed by the user speech for receiving, determines user mood.Specifically
Ground, by the heart that the identification of the aspects such as speech recognition, semanteme, the tone is carried out to the user speech for receiving to determine speaker
Feelings are tranquil, happy, query, sad or indignant etc..Based on the analysis of sentence justice, stress analysis, clause analysis and can pause
The technologies such as analysis determine user mood.For example, by using one of above-mentioned technology, it may be determined that send that " I is delithted with you and send
The current mood of the user of the voice messaging of my present " corresponds to happy.
Then, in step S130, the expression information that acquisition matches with the user mood.That is, in above-mentioned feelings
Under condition, the current mood in response to determining user corresponds to happily, the expression letter that methods described 100 is obtained and happily matched
Breath.The expression information can be the information of the forms such as symbol, picture, animation.
Finally, in step S140, prompt message is exported based on the expression information.The prompt message can include the table
Preview graph and thumbnail and the text information on the expression information of feelings information etc..For example, being obtained and user in processor
After the expression information that mood matches, the prompt message on the expression information can be exported via output unit.
Fig. 2 shows of the method for recommending expression information according to user speech according to disclosure example embodiment
Plant specific implementation.
Specifically, in the implementation, first in step S210, user speech is received.Secondly, in step S220, lead to
Cross the user speech to receiving and perform sentiment analysis, determine user mood.Then, in step S230, from prestoring
The expression information matched with the user mood is searched in Rong Ku.The content library can be stored in advance in memory or storage
In unit so that processor can be by accessing the memory or memory cell and therefrom searching and identified user mood
The expression information for matching, for example, the expression information matched with the user mood of " happy ".Finally, in step 240, response
In the expression information that matches with identified user mood is found, the prompt message on the expression information, example are exported
Such as, the preview graph of the expression information, so that user is confirmed whether from the expression information.
Fig. 3 shows the another of the method for recommending expression information according to user speech according to disclosure example embodiment
A kind of specific implementation.
In the implementation shown in Fig. 3, when expression information is recommended according to user speech, performed method and Fig. 2
Shown method is similar to, and difference is that can obtain the expression matched with the user mood by following operation to believe
Breath：Shoot user images；And obtain expression information based on the user images.That is, the system for performing the above method
Can be by additionally including the image unit of such as internal or external video camera, to shoot user images.When user sends institute
When stating user speech, methods described can control the video camera to shoot the user images of the user for sending user speech, and base
Expression information is obtained in the user images.Specifically, during expression information is obtained based on the user images, can be with
According to identified user mood, image procossing is carried out to the user images；And selection is schemed by the user of image procossing
As expression information.For example, image procossing can be carried out according to identified user mood, the user images to speaker,
The exaggeration picture of speaker's mood can be showed so as to be formed as expression information.Alternatively, can also be by acquired table
Feelings information Store in content library, to use in the future.
It should be appreciated that in addition to above two mode, can also be obtained using other modes and user's heart
The expression information that feelings match.Fig. 4 is shown according to disclosure example embodiment for recommending expression letter according to user speech
Another specific implementation of the method for breath.Specifically, can be obtained by the way that above two mode is combined with it is described
The expression information that user mood matches.As an example, can in response to searched from content library less than with it is identified
The expression information (S431- is no) that user mood matches, performs by video camera shooting user images to obtain expression information
Scheme (S432).Other steps in Fig. 4 are identical with the step described in Fig. 2 and 3, therefore it is repeated by omitting.Additionally, making
It is another example, can simultaneously performs the scheme of various acquisition expression informations, and exports for pointing out to there are multiple expression informations
And remind user to select the prompting message of desired expression information.
Additionally, in one embodiment, above in association with Fig. 1-4 descriptions for recommending expression information according to user speech
Method can also include：Based on the input operation for receiving, expression information is sent.That is, work as receiving user to described
During the affirmative acknowledgement information of prompt message, expression information is sent.For example, be directed to the thumbnail of expression information in prompt message
In the case of, when user checks the thumbnail and clicks on the button for confirming to send, send the expression information.
In another embodiment, methods described can also additionally include：The user speech is converted into text information；
And send the text information.Specifically, the user speech that be able to will be received by using language and characters switch technology is turned
It is changed to text information and sends.It is alternatively possible to be believed according to the expression that the above method is recommended to the text information addition after conversion
Breath, and the information after combining is sent, more vivo to show the mood of speaker.
Fig. 5 diagrammatically illustrates the system 500 for recommending expression according to user speech in accordance with an embodiment of the present disclosure
Exemplary hardware arrangement.
Specifically, as shown in figure 5, system 500 includes input interface 502, output interface 504, memory 510 and processor
520。
System 500 can include input interface 502 for receiving signal from other entities and for other entities
The output interface 504 of signal is provided.Input interface 502 and output interface 504 can be arranged to single entities or separation
Entity.The input/output interface can be used for reception/transmission information.For example, in the example embodiment of the disclosure, it is defeated
Incoming interface 502 can be the COBBAIF for receiving user speech, and output interface 504 can be for exporting expression information
Display interface device.
Memory 510 can include various forms of memories, such as non-volatile or volatile memory.For example, storage
Device can be Electrically Erasable Read Only Memory (EEPROM), flash memory, and/or hard disk drive.Memory 510 can be wrapped
Computer program 511 is included, the computer program 511 includes code/computer-readable instruction, its treatment in by system 500
Device 520 allows system 500 and/or performs the use described by such as disclosure including the equipment including system 500 when performing
In the method according to user speech recommendation expression and its any deformation.Additionally, computer program 511 can be configured with for example
The computer program code of computer program module 511A~511D frameworks.For example, computer program module 511A can be matched somebody with somebody
It is set to reception user speech；The user speech that computer program module 511B is configured to pass to receiving is performed into emotion point
Analysis, determines user mood；Computer program module 511C is configured to obtain the expression information matched with the user mood；
And computer program module 511D is configured to the expression information output prompt message.
Processor 520 can be performed for single treatment units of the different actions of flow described herein or many
Individual processing unit.Processor 520 passes through one or more instruction codes on load store device 510, to be connect by input
When mouth 502 receives user speech, sentiment analysis are performed by the user speech for receiving, determine user mood；Obtain with
The expression information that the user mood matches；And based on the expression information, prompting letter is exported by output interface 504
Breath.
Processor 520 can be single CPU (CPU), but it is also possible to single including two or more treatment
Unit.For example, processor 520 can include general purpose microprocessor, instruction set processor and/or related chip group and/or special micro-
Processor (for example, application specific integrated circuit (ASIC)).Processor can also include the onboard storage device for caching purposes.Calculate
Machine program can be carried by the computer program product for being connected to processor.Computer program product can include storing thereon
There is the computer-readable medium of computer program.For example, computer program product can be flash memory, random access memory
(RAM), read-only storage (ROM), EEPROM, and above computer program module can use depositing in UE in an alternative embodiment
The form of reservoir is distributed in different computer program products.
Although being implemented as computer program module above in conjunction with the code means in Fig. 5 the disclosed embodiments, its
Cause that system 500 is performed according to disclosure example embodiment for according to user speech recommendation tables when being performed in processor 520
The method of feelings, but in an alternative embodiment, at least one in the code means can at least be implemented partly as hardware
Circuit.
Therefore, a kind of method and system for recommending expression according to user speech is foregoing provided.The method and system
User mood can be determined according to information such as semanteme, the tone included in user speech, and based on identified user's heart
Feelings recommend matched expression, so that the exchange between user is more enriched and lively.
Moreover, it is noted that the above method, device, unit and/or module according to each embodiment of the disclosure can be by having
The electronic equipment of computing capability performs the software comprising computer instruction to realize.The electronic equipment for having a computing capability can be with
Computer instruction is able to carry out comprising general processor, digital signal processor, application specific processor, re-configurable processor etc.
Device, but not limited to this.Above-mentioned each equipment and/or module can be realized in an electronic equipment, it is also possible in different electricity
Realized in sub- equipment.These softwares can be stored in a computer-readable storage medium.
The computer-readable recording medium for example can be that can include, store, transmit, propagate or transmit appointing for instruction
Meaning medium.For example, readable storage medium storing program for executing can include but is not limited to electricity, magnetic, optical, electromagnetic, infrared or semiconductor system, device,
Device or propagation medium.The specific example of readable storage medium storing program for executing includes：Magnetic memory apparatus, such as tape or hard disk (HDD)；Optical storage
Device, such as CD (CD-ROM)；Memory, such as random access memory (RAM) or flash memory；And/or wire/wireless communication chain
Road.Computer-readable recording medium can include one or more computer programs, and the computer program can include code/meter
Calculation machine executable instruction, it causes computing device method flow as described above and its appoints when by computing device
What deforms.
Computer program can be configured with such as computer program code including computer program module.For example,
In the exemplary embodiment, the code in computer program can include one or more program modules.It should be noted that module draw
Point mode and number are not fixed, and those skilled in the art can use suitable program module or journey according to actual conditions
Sequence block combiner, when the combination of these program modules is when executed by so that processor can perform side described above
Method flow and its any deformation.
Although the certain exemplary embodiments with reference to the disclosure have shown and described the disclosure, art technology
Personnel it should be understood that in the case of the spirit and scope of the present disclosure limited without departing substantially from appended claims and its equivalent,
The various changes in form and details can be carried out to the disclosure.Therefore, the scope of the present disclosure should not necessarily be limited by above-described embodiment,
But not only should be determined by appended claims, also it is defined by the equivalent of appended claims.
Claims (10)
1. a kind of method for recommending expression according to user speech, methods described includes：
Receive user speech；
Sentiment analysis are performed by the user speech for receiving, user mood is determined；
The expression information that acquisition matches with the user mood；And
Prompt message is exported based on the expression information.
2. method according to claim 1, wherein the expression information matched with the user mood that obtains includes：
The expression information matched with the user mood is searched from the content library for prestoring.
3. method according to claim 1, wherein the expression information matched with the user mood that obtains includes：
Shoot user images；And
Expression information is obtained based on the user images.
4. method according to claim 3, obtains expression information and further includes wherein described based on the user images：
According to the user mood, image procossing is carried out to the user images；And
Selection is by the user images of image procossing as expression information.
5. method according to claim 1, wherein after prompt message is exported, methods described also includes：
Based on the input operation for receiving, expression information is sent.
6. a kind of system for recommending expression according to user speech, the system includes：
Input/output interface, for receiving/transmission information；
Memory, is configured to store executable instruction；
Processor, is connected with the memory, and is configured to perform the executable instruction stored in memory, to perform following behaviour
Make：
When user speech is received by input/output interface, sentiment analysis are performed by the user speech for receiving, really
Determine user mood；
The expression information that acquisition matches with the user mood；And
Based on the expression information, prompt message is exported by input/output interface.
7. system according to claim 6, wherein the memory is further configured to storage content storehouse, and
The processor is further configured to：The expression information matched with the user mood is searched from the content library.
8. system according to claim 6, wherein the system also includes video camera, is configured to shoot user images；And
The processor is further configured to：
The video camera is controlled to shoot user images；And
Expression information is obtained based on the user images.
9. system according to claim 8, wherein the processor is further configured to：
According to the user mood, image procossing is carried out to the user images；And
Selection is by the user images of image procossing as expression information.
10. system according to claim 6, wherein the processor is further configured to：After prompt message is exported,
Based on the input operation for receiving, expression information is sent by input/output interface.
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| CN201710168755.6A CN106886606A (en) | 2017-03-21 | 2017-03-21 | Method and system for recommending expression according to user speech |
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| CN108038102A (en) * | 2017-12-08 | 2018-05-15 | 北京小米移动软件有限公司 | Recommendation method, apparatus, terminal and the storage medium of facial expression image |
| CN109597493A (en) * | 2018-12-11 | 2019-04-09 | 科大讯飞股份有限公司 | A kind of expression recommended method and device |
| CN110601962A (en) * | 2019-09-11 | 2019-12-20 | 腾讯科技（深圳）有限公司 | Message prompting method, device, terminal and storage medium |
| WO2020037921A1 (en) * | 2018-08-23 | 2020-02-27 | 平安科技（深圳）有限公司 | Expression picture prompting method and apparatus, computer device, and storage medium |
| CN110910898A (en) * | 2018-09-15 | 2020-03-24 | 华为技术有限公司 | Voice information processing method and device |
| CN111128190A (en) * | 2019-12-31 | 2020-05-08 | 恒信东方文化股份有限公司 | Expression matching method and system |
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| WO2020037921A1 (en) * | 2018-08-23 | 2020-02-27 | 平安科技（深圳）有限公司 | Expression picture prompting method and apparatus, computer device, and storage medium |
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| CN110601962A (en) * | 2019-09-11 | 2019-12-20 | 腾讯科技（深圳）有限公司 | Message prompting method, device, terminal and storage medium |
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| CN111128190A (en) * | 2019-12-31 | 2020-05-08 | 恒信东方文化股份有限公司 | Expression matching method and system |
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Application publication date: 20170623 |