CN110570839A - Intelligent monitoring system based on human-computer interaction - Google Patents
Intelligent monitoring system based on human-computer interaction Download PDFInfo
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/02—Feature extraction for speech recognition; Selection of recognition unit
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
- G10L15/065—Adaptation
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/26—Speech to text systems
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/28—Constructional details of speech recognition systems
- G10L15/30—Distributed recognition, e.g. in client-server systems, for mobile phones or network applications
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L17/00—Speaker identification or verification techniques
- G10L17/22—Interactive procedures; Man-machine interfaces
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L21/00—Speech or voice signal processing techniques to produce another audible or non-audible signal, e.g. visual or tactile, in order to modify its quality or its intelligibility
- G10L21/02—Speech enhancement, e.g. noise reduction or echo cancellation
- G10L21/0208—Noise filtering
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Abstract
the invention relates to the technical field of measuring bioelectricity signals of a human body or parts of the human body, in particular to an intelligent monitoring system based on human-computer interaction, which comprises a medical care platform, wherein the medical care platform comprises: the voice processing subsystem is used for acquiring the voice command, denoising the voice command and converting the denoised voice command into an electric signal; the voice matching subsystem is used for extracting instruction features from the electric signals, screening the instruction templates from the plurality of voice templates according to the instruction features, and generating operation instructions according to the instruction templates and the instruction features; the control subsystem is used for executing different operations according to the operation instruction and acquiring an operation result; and the result display subsystem is used for generating display data according to the operation result and displaying the display data to the user. This scheme of adoption can directly carry out corresponding operation according to medical personnel's pronunciation instruction, avoids medical personnel to operate the inconvenient condition of monitor and takes place, and is more intelligent convenient, promotes medical personnel's experience and feels.
Description
Technical Field
The invention relates to the technical field of measuring bioelectricity signals of a human body or parts of the human body, in particular to an intelligent monitoring system based on human-computer interaction.
background
When the existing monitor collects the vital sign data of a patient, medical staff is required to wear a relevant collecting accessory for the patient, and the mode of mechanical key or touch screen is adopted for operation, for example, the alarm limit of the vital sign data is set and the data collection is started and closed. However, the eyes and hands of the medical staff are occupied in daily work, and then the medical staff is very inconvenient to operate the monitor, especially when the life of the patient is rescued, the medical staff need to struggle for seconds, a large amount of real-time vital sign data of the patient are needed to be taken as rescue reference in the rescue process, and the existing operation mode usually needs to carry out mutual information transmission between two or three people to complete accurate parameter measurement and display; if an operator is not familiar with the operation of the monitor or the acquisition accessory, operation failure can occur, rescue time is delayed, even the error of acquired data is large, great obstacle is caused to the judgment of a doctor on the condition of a patient, and the treatment of the patient is delayed.
Disclosure of Invention
the invention aims to provide an intelligent monitoring system based on human-computer interaction to solve the technical problem.
the present invention provides a basic scheme: intelligent monitor system based on human-computer interaction, including medical care platform, medical care platform includes:
The voice processing subsystem is used for acquiring the voice command, denoising the voice command and converting the denoised voice command into an electric signal;
the voice matching subsystem is used for extracting instruction features from the electric signals, screening the instruction templates from the plurality of voice templates according to the instruction features, and generating operation instructions according to the instruction templates and the instruction features;
The control subsystem is used for executing different operations according to the operation instruction and acquiring an operation result;
And the result display subsystem is used for generating display data according to the operation result and displaying the display data to the user.
The basic scheme has the following working principle and beneficial effects: the obtained voice command is denoised by the voice processing subsystem, background noise and interference are removed, so that the voice command is clearer, the subsequent command feature extraction is facilitated, and the accuracy of generating the final operation command is improved. The instruction characteristics are extracted through the voice matching subsystem, the instruction characteristics comprise an object of operation, what operation is performed and to what degree the operation is performed, the instruction templates are screened out from the voice templates through the instruction characteristics, the voice templates are pre-stored in advance, and the operation instructions are generated according to the instruction templates and the instruction characteristics, so that corresponding operation is performed.
The control subsystem executes different operations according to the operation instruction, such as displaying or playing a certain item of data of the patient, for example, adjusting the parameter of the breathing machine of the patient, and the like, when the operation is displaying or playing the certain item of data of the patient, the operation result is the item of data, and when the operation is adjusting the parameter of the breathing machine of the patient, and the like, the operation result is a signal whether the adjustment is completed. The operation result is converted into display data through the result display subsystem to be displayed for medical staff, the medical staff at the moment is the user, and the display mode can be display data for playing and can also be display data for displaying.
Directly carry out corresponding operation according to medical personnel's voice command, need not medical personnel and operate through modes such as button, avoid medical personnel eyes and hand to be occupied in daily work, go to the condition that the operation monitor can be very inconvenient again, it is more intelligent convenient, promote medical personnel's experience and feel. Meanwhile, the situations of delayed treatment time, large error of acquired data and the like caused by the fact that medical staff is not familiar with the operation of the monitor or the acquisition accessory are avoided, and the probability of infection among the medical staff, patients and the monitor is reduced by adopting a man-machine interaction mode.
Further, the speech processing subsystem comprises:
the instruction acquisition module is used for acquiring voice instructions;
The noise acquisition module is used for acquiring background noise;
and the denoising module is used for denoising the voice command according to the background noise.
Has the advantages that: the voice instruction is collected and background noise is collected at the same time, the voice instruction is denoised according to the background noise collected at the same time as the voice instruction, interference of noise on the voice instruction is reduced, and therefore the characteristics are extracted and the instruction template is screened more accurately.
And the medical care terminal is used for acquiring the voice command and the background noise and sending the voice command and the background noise to the voice processing subsystem, and the voice processing subsystem is used for denoising the voice command according to the background noise. Has the advantages that: medical care terminal is carried with oneself by medical personnel, gathers voice command through medical care terminal for the voice command of gathering is more clear, also avoids simultaneously in the ward because of the voice command sound great, influences patient's rest.
Further, the instruction features include two or three of an operation feature, a target feature, and a data feature. Has the advantages that: when some data need to be collected, displayed and displayed, an object of operation and operation are needed, and the instruction characteristics comprise operation characteristics and target characteristics; when some parameters need to be adjusted, the object of the operation, the operation performed, and the degree of the operation need to be included, and the instruction features include operation features, target features, and data features.
Furthermore, the voice template comprises a plurality of acquisition templates, any acquisition template comprises an operation item and a target item, and the voice matching subsystem is used for matching the operation item and the target item according to the operation characteristic and the target characteristic and screening the instruction template from the acquisition templates according to the operation item and the target item. Has the advantages that: the operation item is what operation is carried out, the target item is an object of the operation, the acquisition template is divided in advance, and the time for screening the instruction template is shortened.
Furthermore, the voice template also comprises a plurality of operation templates, any one of the operation templates comprises an operation item, a target item and a data item, and the voice matching subsystem is used for matching the operation item, the target item and the data item according to the operation characteristics, the target characteristics and the data signs and screening the instruction template from the operation templates according to the operation item, the target item and the data item. Has the advantages that: and an operation template is divided in advance, so that the time for screening the instruction template is shortened.
And when the operation instruction is generated according to the acquisition template, the control subsystem is used for controlling the acquisition terminal to acquire an operation result according to the operation instruction, wherein the operation result is the physical sign data. Has the advantages that: the acquisition template comprises operation items and target items, namely, the default is to display or play some data and the like, namely, the acquisition terminal capable of acquiring corresponding data is controlled to acquire the data according to the operation instruction, and the acquired data is the operation result.
and when the operation instruction is generated according to the operation template, the control subsystem is used for controlling the control terminal to execute the operation instruction and acquiring an operation result, wherein the operation result is an operation signal. Has the advantages that: the operation template comprises an operation item, a target item and a data item, namely, what object is controlled by default to execute what operation to what extent, and the final operation result is whether to operate or not.
Further, the healthcare platform further comprises:
and the tone storage subsystem is used for acquiring the operation video, acquiring the data inquiry instruction according to the operation video and generating personal preference information according to the data inquiry instruction.
has the advantages that: the personal preference information comprises a speech rate, a tone color, an accent, a common instruction and the like, the data inquiry instruction is automatically acquired according to the operation video, the condition that a doctor needs to spend time to enter is avoided, and meanwhile, the condition and atmosphere are different from those in the operation process when the doctor enters, so that the data inquiry instruction entered by the doctor is different from the data inquiry instruction entered by the doctor during the operation, and the instruction identification effect is influenced.
Further, the healthcare platform further comprises:
The voice matching subsystem is used for acquiring the operation signal, acquiring a host according to the operation signal, acquiring personal preference information according to the host and sending the personal preference information to the voice matching subsystem;
The voice matching subsystem is also used for generating an operation instruction according to the electric signal and the personal preference information when receiving the operation signal.
Has the advantages that: the moderator, namely the doctor who mainly performs the operation at present, can quickly recognize the voice instruction according to the personal preference information of the doctor.
Drawings
FIG. 1 is a logic block diagram of a first embodiment of an intelligent monitoring system based on human-computer interaction according to the present invention;
Fig. 2 is a logic block diagram of a third embodiment of the intelligent monitoring system based on human-computer interaction according to the present invention.
Detailed Description
The following is further detailed by way of specific embodiments:
Example one
Intelligent monitoring system based on human-computer interaction, as shown in figure 1, including medical care platform and acquisition terminal, acquisition terminal and medical care platform signal connection (accessible signal line, wireless communication module carries out signal connection, wireless communication module can choose for use the 5G module, the WIFI module, bluetooth module etc., preferably carry out signal connection through the 5G module in this embodiment), acquisition terminal is located the different positions of patient, be used for gathering the different sign data of patient, sign data includes electrocardio signal, the rhythm of the heart, oxyhemoglobin saturation, blood pressure, respiratory frequency and body temperature, and send sign data for medical care platform.
the medical care platform comprises a voice processing subsystem, a voice matching subsystem, a control subsystem, a result display subsystem and a database. The database is preset with a plurality of voice templates, the voice templates are divided into acquisition templates, and any acquisition template comprises an operation item and a target item. The operation item is what operation is performed, and the target is an object of the operation.
A speech processing subsystem comprising:
And the instruction acquisition module is used for acquiring voice instructions of medical personnel.
and the noise acquisition module is used for acquiring background noise while the instruction acquisition module acquires the voice instruction.
And the denoising module is used for denoising the voice command according to the background noise.
And the voice conversion module is used for converting the denoised voice command into an electric signal and sending the electric signal to the voice matching subsystem.
A speech matching subsystem comprising:
And the characteristic extraction module is used for extracting instruction characteristics from the electric signals, wherein the instruction characteristics comprise operation characteristics and target characteristics. When the instructional features include operational features and target features, it may be considered that the healthcare worker thinks of obtaining certain data (e.g., presenting heart rate, playing blood pressure values).
And the template screening module is used for matching the operation items and the target items according to the operation characteristics and the target characteristics when the instruction characteristics are the operation characteristics and the target characteristics, and taking the acquisition template as the instruction template when the operation items and the target items of one acquisition template are matched with the instruction characteristics (the operation characteristics and the target characteristics).
And the instruction generating module is used for generating an operation instruction according to the instruction template and the instruction characteristics and sending the operation instruction to the control subsystem.
a control subsystem comprising:
And the control module is used for controlling the acquisition terminal to acquire the sign data according to the operation instruction when the operation instruction is generated by the acquisition template.
and the format conversion module is used for converting the physical sign data into an operation result according to the operation instruction when the physical sign data are received, and converting the physical sign data into a data format at the moment.
in other embodiments, the vital sign data can be collected and stored in real time, and the control module is configured to obtain the required vital sign data from the stored vital sign data according to the operation instruction.
A results presentation subsystem comprising:
And the judging module is used for judging a display mode according to the operation result, wherein the display mode comprises playing and displaying.
And the display module is used for generating display data according to the display mode and the operation result and displaying the display data to the user (for example, playing the operation data to the user or displaying the operation data to the user).
example two
the difference between the present embodiment and the first embodiment is: still include medical care terminal and control terminal, medical care terminal is carried with oneself by medical personnel, and medical care terminal and medical care platform signal connection, medical care terminal are used for gathering medical personnel's pronunciation instruction to gather the background noise simultaneously, and send pronunciation instruction and background noise for the speech processing subsystem. The control terminal includes other monitoring devices of the patient, such as a ventilator, a bed lift, etc.
the voice template is also divided into operation templates, wherein any one of the operation templates comprises an operation item, a target item and a data item, and the data item is the degree reached by the operation.
The characteristic extraction module is also used for extracting instruction characteristics from the electric signals, wherein the instruction characteristics comprise operation characteristics, target characteristics and data characteristics. When the instructional features include operational features, target features, and data features, it is assumed that the medical practitioner desires to perform some operation on a device (e.g., adjust a pressure indicator of a ventilator to a value)
And the template screening module is also used for matching the operation item, the target item and the data item according to the operation characteristic, the target characteristic and the data characteristic when the instruction characteristic is the operation characteristic, the target characteristic and the data characteristic, and taking the operation template as the instruction template when the operation item, the target item and the data item of a certain operation template are matched with the instruction characteristic (the operation characteristic, the target characteristic and the data characteristic).
And the control module is also used for controlling the control terminal to execute corresponding operation according to the operation instruction when the operation instruction is generated by the operation template (when the control terminal is a breathing machine, the breathing machine can be controlled to adjust the pressure index), and feeding back an operation signal after the execution is finished.
And the format conversion module is also used for converting the operation completion signal into an operation result according to the voice instruction when the operation signal is received.
And the display module is used for generating display data according to the display mode and the operation result, displaying the display data when the display mode is display, and sending the display data to the medical care terminal when the display mode is playing. And the medical care terminal is used for receiving the display data and playing the display data.
EXAMPLE III
The present embodiment is different from the second embodiment in that: as shown in the attached drawing 2, the medical care platform further comprises a tone matching subsystem and a tone storage subsystem, the tone matching subsystem is used for obtaining operation signals, the operation signals can be sent to the tone matching subsystem through the medical care terminal and can also be obtained through related equipment, in the embodiment, the operation signals are sent to the tone matching subsystem through the medical care terminal, the medical care terminal can be arranged on a mask of a doctor operation professional, the medical care terminal is started when the mask of the operation professional is used, and the operation signals are generated.
A plurality of operation video, operation watch are preset to the database, and the operation video is saved with the name of host, date, and the operation video record has host's operation overall process, and the operation watch includes the scheduling of operation sequence number, operation time, operating room, host, surgical instrument, and operation watch record has for example: "surgical number: a2019, operation time: 10 am 10 to 12 am, 9/10/2019, operating room: first operating room, presenter: teacher, surgical instrument: anesthesia machine, monitor, manual defibrillator ".
a tone storage subsystem comprising:
And the tone extraction module is used for acquiring the operation video from the database and extracting the data inquiry instruction of the host from the operation video.
And the tone storage module is used for retrieving the storage package from the database according to the host, updating the retrieved storage package according to the data inquiry instruction when the storage package is retrieved, newly building the storage package according to the host when the storage package is not retrieved, and updating the newly built storage package according to the data inquiry instruction.
And the preference setting module is used for acquiring the storage package from the database, generating personal preference information according to the data inquiry instruction in the storage package and storing the personal preference information in the storage package. The personal preference information includes speech rate, timbre, accent, and general instructions.
A tone color matching subsystem comprising
And the connection establishing module is used for acquiring the operation signal, acquiring the current time and the current place, screening out the operation serial number from the operation on-duty table according to the current time and the current place, and performing signal connection on the doctor terminal and the operation instrument corresponding to the operation serial number.
And the preference extraction module is used for acquiring the host according to the operation sequence number, acquiring a storage packet corresponding to the host from the database according to the host, acquiring personal preference information from the storage packet, and sending the personal preference information to the voice matching subsystem.
the voice matching subsystem further comprises:
And the operation judging module is used for generating an operation instruction according to the electric signal and the personal preference information when receiving the operation signal and sending the operation instruction to the control subsystem.
The control module is also used for controlling the acquisition terminal to acquire the physical sign data according to the operation instruction when receiving the operation signal, and the acquisition terminal is the operation instrument.
and the format conversion module is used for converting the physical sign data into an operation result according to the operation instruction when the physical sign data are received, sending the operation result to the result display subsystem, and converting the operation result into a data format.
And the judging module is used for receiving the operation signal and judging that the display mode is playing according to the operation signal.
The foregoing is merely an example of the present invention, and common general knowledge in the field of known specific structures and characteristics is not described herein in any greater extent than that known in the art at the filing date or prior to the priority date of the application, so that those skilled in the art can now appreciate that all of the above-described techniques in this field and have the ability to apply routine experimentation before this date can be combined with one or more of the present teachings to complete and implement the present invention, and that certain typical known structures or known methods do not pose any impediments to the implementation of the present invention by those skilled in the art. It should be noted that, for those skilled in the art, without departing from the structure of the present invention, several changes and modifications can be made, which should also be regarded as the protection scope of the present invention, and these will not affect the effect of the implementation of the present invention and the practicability of the patent. The scope of the claims of the present application shall be determined by the contents of the claims, and the description of the embodiments and the like in the specification shall be used to explain the contents of the claims.
Claims (10)
1. Intelligent monitor system based on human-computer interaction, its characterized in that, including medical care platform, medical care platform includes:
The voice processing subsystem is used for acquiring the voice command, denoising the voice command and converting the denoised voice command into an electric signal;
The voice matching subsystem is used for extracting instruction features from the electric signals, screening the instruction templates from the plurality of voice templates according to the instruction features, and generating operation instructions according to the instruction templates and the instruction features;
The control subsystem is used for executing different operations according to the operation instruction and acquiring an operation result;
And the result display subsystem is used for generating display data according to the operation result and displaying the display data to the user.
2. The intelligent human-computer interaction-based monitoring system according to claim 1, wherein the voice processing subsystem comprises:
The instruction acquisition module is used for acquiring voice instructions;
The noise acquisition module is used for acquiring background noise;
And the denoising module is used for denoising the voice command according to the background noise.
3. The intelligent monitoring system based on human-computer interaction of claim 1, wherein: still including doctorsing and nurses the terminal, doctorsing and nurses the terminal and being used for gathering voice command and background noise to send for the speech processing subsystem, the speech processing subsystem is used for denoising the voice command according to the background noise.
4. The intelligent human-computer interaction-based monitoring system according to claim 3, wherein the instruction features comprise two or three of operation features, target features and data features.
5. the intelligent monitoring system based on human-computer interaction of claim 4, wherein: the voice template comprises a plurality of acquisition templates, any acquisition template comprises an operation item and a target item, and the voice matching subsystem is used for matching the operation item and the target item according to the operation characteristic and the target characteristic and screening the instruction template from the acquisition templates according to the operation item and the target item.
6. the intelligent monitoring system based on human-computer interaction of claim 5, wherein: the voice template also comprises a plurality of operation templates, any one of the operation templates comprises an operation item, a target item and a data item, and the voice matching subsystem is used for matching the operation item, the target item and the data item according to the operation characteristics, the target characteristics and the data signs and screening out the instruction template from the operation templates according to the operation item, the target item and the data item.
7. The intelligent monitoring system based on human-computer interaction of claim 6, wherein: the system also comprises an acquisition terminal, and when the operation instruction is generated according to the acquisition template, the control subsystem is used for controlling the acquisition terminal to acquire an operation result according to the operation instruction, wherein the operation result is sign data.
8. The intelligent monitoring system based on human-computer interaction of claim 7, wherein: the control subsystem is used for controlling the control terminal to execute the operation instruction and obtaining an operation result when the operation instruction is generated according to the operation template, wherein the operation result is an operation signal.
9. The intelligent human-computer interaction-based monitoring system according to claim 8, wherein the healthcare platform further comprises:
and the tone storage subsystem is used for acquiring the operation video, acquiring the data inquiry instruction according to the operation video and generating personal preference information according to the data inquiry instruction.
10. the intelligent human-computer interaction-based monitoring system of claim 9, wherein the healthcare platform further comprises:
The voice matching subsystem is used for acquiring the operation signal, acquiring a host according to the operation signal, acquiring personal preference information according to the host and sending the personal preference information to the voice matching subsystem;
the voice matching subsystem is also used for generating an operation instruction according to the electric signal and the personal preference information when receiving the operation signal.
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