CN107329990A - A kind of mood output intent and dialogue interactive system for virtual robot - Google Patents
A kind of mood output intent and dialogue interactive system for virtual robot Download PDFInfo
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- CN107329990A CN107329990A CN201710419207.6A CN201710419207A CN107329990A CN 107329990 A CN107329990 A CN 107329990A CN 201710419207 A CN201710419207 A CN 201710419207A CN 107329990 A CN107329990 A CN 107329990A
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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
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/33—Querying
- G06F16/332—Query formulation
- G06F16/3329—Natural language query formulation or dialogue systems
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/30—Semantic analysis
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/004—Artificial life, i.e. computing arrangements simulating life
- G06N3/008—Artificial life, i.e. computing arrangements simulating life based on physical entities controlled by simulated intelligence so as to replicate intelligent life forms, e.g. based on robots replicating pets or humans in their appearance or behaviour
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- 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
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
- G10L2015/225—Feedback of the input speech
Abstract
The invention discloses a kind of mood output intent for virtual robot and dialogue interactive system.Method includes：In current interactive interface displaying virtual robot image；Obtain the input information of user；Sentiment analysis is carried out to the input information, emotional parameters are obtained；Output is for the response data for inputting information, and the response data includes expression data corresponding with virtual robot image, makes the virtual robot image make the sequence matched with the emotional parameters and/or expression.Method according to the invention it is possible to which so that virtual robot, so as to greatly improve the degree that personalizes of virtual robot, lifts the exchange desire of user to user's progress mood displaying.
Description
Technical field
The present invention relates to artificial intelligence field, and in particular to a kind of mood output intent for virtual robot and right
Talk about interactive system.
Background technology
With continuing to develop for computer technology, it is possible to achieve the increasing quilt of the virtual robot of automatic man-machine interaction
It is applied in daily production and living.Wherein, a kind of relatively conventional virtual robot is exactly come real by text interactive interface
The text robot of existing man-machine interaction.
But, in existing man-machine interaction application, virtual robot simply can only be done for interactively entering for user
Go out inflexible dull specific aim response, especially text robot, it can only carry out jerky using simple word to user
Respond.The Consumer's Experience that this allows for virtual robot is very undesirable, and user is easy to virtual robot in interaction
Boredom is produced, so as to reduce the frequency of usage of robot.
The content of the invention
The invention provides a kind of mood output intent for virtual robot, methods described includes：
In current interactive interface displaying virtual robot image；
Obtain the input information of user；
Sentiment analysis is carried out to the input information, emotional parameters are obtained；
Output is for the response data of the input information, and the response data includes right with the virtual robot image
The expression data answered, makes the virtual robot image make the sequence matched with the emotional parameters and/or expression.
In one embodiment, methods described also includes：
Into standby mode, the virtual robot image of the correspondence standby mode is shown under the standby mode；
Enter interactive mode when there is user's operation for virtual robot image, user's operation includes
Text input, touching instruction, phonetic entry, figure input, any one or several combinations of gesture input.
In one embodiment, output is directed to the response data of the input information, including：
Call virtual robot expression picture corresponding with the emotional parameters and/or animation fragment；
The virtual robot expression picture and/or animation fragment are played so that the virtual robot image makes coherent
Action and/or expression.
In one embodiment, output is directed to the response data of the input information, including：
Semantic analysis, text response data of the output for the input information are carried out to the input information.
In one embodiment, output is directed to the text response data of the input information, including：
It is defeated while the virtual robot image makes the sequence matched with the emotional parameters and/or expression
Go out the text response data.
In one embodiment, the virtual robot image make the sequence that is matched with the emotional parameters and/
Or while expression, the message bubble for exporting the text response data is shown in current interactive interface.
In one embodiment, shown in current interactive interface for obtaining text entry information and for exporting the text
The text message list box of this response data.
The invention also provides a kind of storage medium, executable mood output intent proposed by the invention is stored thereon with
Method and step program code.
The invention also provides a kind of dialogue interactive system of use virtual robot, the system includes：
Memory, is stored thereon with dialogue robot program bag；
Input equipment, the input information to obtain user；
Interaction process module, to enable the dialogue robot program bag and handle the input information, to perform sheet
The method and step of the proposed mood output intent of invention；
Output equipment, to construct interactive interface and export that the virtual robot is vivid and the response number to user
According to.
Method according to the invention it is possible to which so that virtual robot carries out mood displaying to user, so as to greatly improve void
Intend the degree that personalizes of robot, lift the exchange desire of user.
The further feature or advantage of the present invention will be illustrated in the following description.Also, the present invention Partial Feature or
Advantage will be become apparent by specification, or be appreciated that by implementing the present invention.The purpose of the present invention and part
Advantage can be realized or obtained by specifically noted step in specification, claims and accompanying drawing.
Brief description of the drawings
Accompanying drawing is used for providing a further understanding of the present invention, and constitutes a part for specification, the reality with the present invention
Apply example to be provided commonly for explaining the present invention, be not construed as limiting the invention.In the accompanying drawings：
Fig. 1~Fig. 3 is the method flow diagram according to different embodiments of the invention；
Fig. 4 is session operational scenarios schematic diagram according to embodiments of the present invention；
Fig. 5 is virtual robot image figure according to an embodiment of the invention；
Fig. 6 is virtual robot expression figure according to an embodiment of the invention；
Fig. 7 and Fig. 8 are the interactive interface schematic diagrames according to different embodiments of the invention；
Fig. 9 is dialog system structures block diagram according to an embodiment of the invention.
Embodiment
Describe embodiments of the present invention in detail below with reference to drawings and Examples, whereby implementation personnel of the invention
Can fully understand how application technology means solve technical problem by the present invention, and reach technique effect implementation process and according to
The present invention is embodied according to above-mentioned implementation process.If it should be noted that do not constitute conflict, each embodiment in the present invention
And each feature in each embodiment can be combined with each other, the technical scheme formed protection scope of the present invention it
It is interior.
With continuing to develop for computer technology, it is possible to achieve the increasing quilt of the virtual robot of automatic man-machine interaction
It is applied in daily production and living.Wherein, a kind of relatively conventional virtual robot is exactly come real by text interactive interface
The text robot of existing man-machine interaction.
But, in existing man-machine interaction application, virtual robot simply can only be done for interactively entering for user
Go out inflexible dull specific aim response, especially text robot, it can only carry out jerky using simple word to user
Respond.The Consumer's Experience that this allows for virtual robot is very undesirable, and user is easy to virtual robot in interaction
Boredom is produced, so as to reduce the frequency of usage of robot.
In view of the above-mentioned problems, the present invention proposes a kind of mood output intent for virtual robot.According to the present invention
Method, can cause virtual robot to user carry out mood displaying.
In this manual, virtual robot (using virtual image as carrier) is：Interaction robot is load with virtual image
The community of body, i.e.,：UI image designs using determination is carriers；Based on multi-modal man-machine interaction, with semanteme, emotion, cognition
Deng AI abilities；User is set to enjoy the personalized and intelligentized service robot of Flow Experience.
Next it is described in detail based on accompanying drawing in the detailed process of method according to embodiments of the present invention, the flow chart of accompanying drawing
The step of showing can perform in the computer system comprising such as one group computer executable instructions.Although in flow charts
The logical order of each step is shown, but in some cases, can be to perform shown different from order herein or retouch
The step of stating.
As shown in figure 1, in one embodiment, method includes：
It is vivid (step S110) in current interactive interface displaying virtual robot；
Obtain the input information (step S120) of user；
Sentiment analysis is carried out to the input information got, emotional parameters (step S130) are obtained；
Output is for the response data (step S140) of input information, and the response data includes right with virtual robot image
The expression data answered, the virtual robot image of order displaying makes the sequence matched with emotional parameters and/or expression.
In this manner it is possible to carry out mood displaying by virtual robot image.Also, the mood that shows and user's is defeated
Enter information correspondence, that is to say, that the mood shown is the current interaction scenarios and communication program of matching.So, just make
The interbehavior for obtaining robot more presses close to the interbehavior of the mankind, so that the degree that personalizes of virtual robot is greatly improved,
Lift the exchange desire of user.
Specifically, in one embodiment, in the step s 120, user's input information of acquisition is text.
Further, in one embodiment, in the step s 120, user's input information of acquisition is voice messaging, step
S120 also includes：The voice messaging of user is converted into text.
Specifically, in one embodiment, step S140 includes：
Call virtual robot expression picture corresponding with emotional parameters and/or animation fragment；
Play virtual robot expression picture and/or animation fragment cause virtual robot image make sequence and/
Or expression.
Further, in one embodiment, the response data for input information that virtual robot is exported is not merely
Comprising expression data corresponding with virtual robot image, the echo message of the input information for response user is also included.
Specifically, in one embodiment, the echo message for the input information of response user is text.Step S140 is also
Including：
Semantic analysis, text response data of the output for input information are carried out to input information.
Further, in one embodiment, the echo message for the input information of response user is voice messaging.Step
S140 also includes：
Semantic analysis, text response data of the output for input information are carried out to input information；
Text response data is converted into voice and exported.
Further, in one embodiment, in step S140, made and the emotional parameters in virtual robot image
Text response data and/or voice messaging are exported while the sequence of matching and/or expression.
Specifically, as shown in Fig. 2 in one embodiment, method includes：
It is vivid (step S210) in current interactive interface displaying virtual robot；
Obtain the input information (step S220) of user；
Semantic analysis is carried out to input information, the text response data step S231 for input information is obtained)；
Also, sentiment analysis is carried out to the input information got, emotional parameters (step S232) are obtained；
Output is for the response data (step S240) of input information, and the response data includes right with virtual robot image
The expression data virtual robot image of displaying (order make the sequence matched with emotional parameters and/or expression) answered and
Text response data step, i.e. make the same of the sequence matched with emotional parameters and/or expression in virtual robot image
When export text response data.
By taking a concrete application scene as an example：
User：Where have lunch relatively good(word input/phonetic entry)
Virtual robot：It is said that XXX food is all well and good (word output/voice output)；Meanwhile, virtual robot image
The happy expression of displaying；
User：XXX is chafing dish, and how so hot day is eaten, and you are good stupid.(word input/phonetic entry)
Virtual robot：Volume, I do not have it is considered that go to eat XXX cool braised noodle how；Meanwhile, virtual robot image exhibition
Show the expression of grievance.
In talking with more than, virtual robot can carry out mood output while responding.
Further, in one embodiment, except carrying out mood output by expressing one's feelings, virtual robot can also pass through limb
The mood of oneself is expressed in action on body, such as a series of actions such as nod, wave, sitting down, stand.
Further, as shown in figure 3, in one embodiment, the method according to the invention includes：
Into standby mode (step S301)；
Show that the virtual robot of correspondence standby mode is vivid (step S302) in the standby mode it；
Monitoring user operation (step S303)；
Judge whether when there is user's operation (step S304) for virtual robot image, in this step,
User's operation includes text input, touching instruction, phonetic entry, figure input, any one or several combinations of gesture input；
Keep in the standby mode it, continuing to show correspondence etc. when operating in the absence of the user for virtual robot image
Treat the virtual robot vivid (step S302) of pattern and continue monitoring user operation (step S303)；
Enter interactive mode (step S305) when there is user's operation for virtual robot image；
The virtual robot of displaying correspondence interactive mode is vivid (step S310)；
Obtain the input information (step S320) of user；
Sentiment analysis is carried out to the input information got, emotional parameters (step S330) are obtained；
Output is for the response data (step S340) of input information, and the response data includes right with virtual robot image
The expression data answered, the virtual robot image of order displaying makes the sequence matched with emotional parameters and/or expression.
Further, in one embodiment, the virtual robot vivid (step S302) of correspondence standby mode and corresponding interaction
The virtual robot of pattern vivid (step S310) is completely the same.
Further, in one embodiment, the virtual robot vivid (step S302) of correspondence standby mode and corresponding interaction
The virtual robot of pattern vivid (step S310) is basically identical but there is expression difference.
Fig. 4 shows that user according to an embodiment of the invention interacts the scene graph of dialogue with virtual robot.
As shown in figure 4, interaction individual 202 is people (user)；Mobile device 201 can be the smart mobile phone of the user, put down
Plate computer, wearable device etc.；Server 203 to mobile device 201 provide data processing support service (for example, cloud storage,
Cloud computing).Mobile device 201 provides the client of intelligent robot application, and offer and the man-machine interaction hardware supported of user,
Phonetic entry is for example obtained by voice array, the action of user is obtained by camera, is obtained by touch-screen or keyboard
Text input；And, voice is played by loudspeaker.By the animation of virtual image show come output action and expression and
Content of text is exported by display screen.
Various applications are installed, chat application belongs to one kind during social class is applied, such as on mobile device 201
Most common QQ chat applications, wechat etc..In this kind of conversational applications of wechat, in public number, QQ chat applications, YY chats should
With end, dialogue robot and text robot can be accessed.Mobile device 201 can in PC equipment and tablet device, be in
Webpage, platform end can access intelligent robot, including speech robot people and/or text robot, and, multi-modal machine
People, virtual robot is the session object of user.User can select to carry out question and answer, chat, Yi Jiduo with the virtual robot
Mode is interacted.Virtual robot carries out semantic understanding (language semantic understands, Action Semantic understands) to the interaction demand of user and obtained
, interacted so as to realize with user.
During virtual robot and user engage in the dialogue, it shows virtual machine using mobile device 201 to user
Device is humanoid as 601.Also, with the progress of dialogue, virtual robot image 601 shows to export by the animation of virtual image
Act and express one's feelings to show mood to user.
So, the interbehavior between virtual robot and user be just not only only limited to inflexible dull specific aim should
Answer, and be the increase in the mood displaying personalized, so as to greatly improve the degree that personalizes of virtual robot, lift the friendship of user
Flow desire.
Specifically, in one embodiment, virtual robot image is as shown in Figure 5.
Specifically, in one embodiment, virtual robot image expression picture is as shown in Figure 6.
Further, in one embodiment, virtual robot image make the sequence that is matched with emotional parameters and/
Or while expression, the message bubble for exporting text response data is shown in current interactive interface.
Specifically, in one embodiment, virtual robot image and the message bubble for exporting text response data
Displaying it is as shown in Figure 7.
Further, in one embodiment, shown in current interactive interface for obtaining text entry information and being used for
Export the text message list box of text response data.
Specifically, in one embodiment, virtual robot image and the text message for exporting text response data
The displaying of list box is as shown in Figure 8.
Based on the method for the present invention, the invention also provides a kind of storage medium, executable program generation is stored thereon with
Code.Perform the program code and method and step proposed by the invention can be achieved.
Further, the invention also provides a kind of dialogue interactive system of use virtual robot.As shown in figure 9,
In one embodiment, system includes：
Memory 910, is stored thereon with dialogue robot program bag (program code), starts (the call and perform) program
Method and step proposed by the invention can be achieved in bag；
Input equipment 920, the input information to obtain user；
Interaction process module 930, sets to enable the dialogue robot program bag on memory 910 and handle from input
Standby 920 input information, to perform method and step proposed by the invention；
Output equipment 940, to construct interactive interface and export virtual robot image and correspondence input letter to user
The response data of breath.
Specifically, in one embodiment, system is constructed based on intelligent terminal.Memory 910 is the inside of intelligent terminal
Memory.Input equipment 920 is the input equipment of intelligent terminal, such as keyboard, cursor control device (mouse), for voice
Microphone, scanner, touch function (such as the capacitance type transducers to detect physical touch), the camera of operation (are used
It can be seen that or nonvisible wavelength detection be not related to the action of touch) etc..Output equipment 940 is the output equipment of intelligent terminal,
Such as display screen, loudspeaker, haptic response apparatus etc..
The data processing unit (interaction process module 930) of intelligent terminal calls the dialogue robot journey on internal storage
Sequence bag shown to start virtual robot, on a display screen virtual robot image, using input equipment obtain user operation and/
Or user's input information, and utilize display screen output virtual robot expression/action.
Further, in one embodiment, it is using what application (app) form called based on plug-in unit realized the present invention
System.Interactive terminal is loaded with operating system, is downloaded by operating system and installs successful interactive application APP and is stored in terminal
The specific location of storage medium.Operating system is based on user's operation and starts interactive application APP so as to realize proposed by the invention
Man-machine interaction flow.
Further, in one embodiment, of the invention apply is not having the interaction capabilities based on natural language locally,
Request cloud server is needed to return to multi-modal reply data.
Specifically, in one embodiment, system is based on intelligent terminal and Cloud Server is constructed.
Input equipment 920 is the input equipment of intelligent terminal, such as keyboard, cursor control device (mouse), for language
Microphone, scanner, touch function (such as the capacitance type transducers to detect physical touch), the camera of sound operation (are adopted
It is not related to the action of touch with the detection of visible or nonvisible wavelength) etc..Output equipment 940 is that the output of intelligent terminal is set
It is standby, such as display screen, loudspeaker, haptic response apparatus etc..Memory 910 can for intelligent terminal internal storage and/
Or the memory on Cloud Server.
The data processing unit of intelligent terminal call the program code of the dialogue robot program bag on internal storage with
Start virtual robot, during virtual robot engages in the dialogue on Cloud Server text/voice, semanteme, vision
Reason ability.
While it is disclosed that embodiment as above, but described content is only to facilitate understanding the present invention and adopting
Embodiment, is not limited to the present invention.Method of the present invention can also have other various embodiments.Without departing substantially from
In the case of essence of the present invention, those skilled in the art work as can make various corresponding changes or change according to the present invention
Shape, but these corresponding changes or deformation should all belong to the scope of the claims of the present invention.
Claims (9)
1. a kind of mood output intent for virtual robot, it is characterised in that methods described includes：
In current interactive interface displaying virtual robot image；
Obtain the input information of user；
Sentiment analysis is carried out to the input information, emotional parameters are obtained；
Output is for the response data of the input information, and the response data is comprising corresponding with the virtual robot image
Expression data, makes the virtual robot image make the sequence matched with the emotional parameters and/or expression.
2. according to the method described in claim 1, it is characterised in that methods described also includes：
Into standby mode, the virtual robot image of the correspondence standby mode is shown under the standby mode；
Enter interactive mode when there is user's operation for virtual robot image, user's operation includes text
Input, touching instruction, phonetic entry, figure input, any one or several combinations of gesture input.
3. according to the method described in claim 1, it is characterised in that output for the input information response data, including：
Call virtual robot expression picture corresponding with the emotional parameters and/or animation fragment；
The virtual robot expression picture and/or animation fragment are played so that the virtual robot image makes sequence
And/or expression.
4. according to the method described in claim 1, it is characterised in that output for the input information response data, including：
Semantic analysis, text response data of the output for the input information are carried out to the input information.
5. method according to claim 4, it is characterised in that output is directed to the text response data of the input information,
Including：
Institute is exported while the virtual robot image makes the sequence matched with the emotional parameters and/or expression
State text response data.
6. method according to claim 5, it is characterised in that make and joining with the mood in the virtual robot image
While the sequence of number matching and/or expression, shown in current interactive interface for exporting the text response data
Message bubble.
7. method according to claim 4, it is characterised in that shown in current interactive interface for obtaining text input letter
Breath and the text message list box for exporting the text response data.
8. a kind of storage medium, it is characterised in that be stored with the storage medium executable such as any one of claim 1-7
The program code of described method and step.
9. a kind of dialogue interactive system of use virtual robot, it is characterised in that the system includes：
Memory, is stored thereon with dialogue robot program bag；
Input equipment, the input information to obtain user；
Interaction process module, to enable the dialogue robot program bag and handle the input information, to perform such as right
It is required that the method and step any one of 1-7；
Output equipment, to construct interactive interface and export that the virtual robot is vivid and the response data to user.
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