CN107456211A - A kind of sound of snoring detection method, system and terminal device - Google Patents
A kind of sound of snoring detection method, system and terminal device Download PDFInfo
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- CN107456211A CN107456211A CN201710736502.4A CN201710736502A CN107456211A CN 107456211 A CN107456211 A CN 107456211A CN 201710736502 A CN201710736502 A CN 201710736502A CN 107456211 A CN107456211 A CN 107456211A
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- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
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- A61B5/08—Detecting, measuring or recording devices for evaluating the respiratory organs
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- A—HUMAN NECESSITIES
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- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
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- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4806—Sleep evaluation
- A61B5/4809—Sleep detection, i.e. determining whether a subject is asleep or not
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
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Abstract
The present invention is applied to medical detection field, there is provided a kind of sound of snoring detection method, system and terminal device, including：The characteristic information for the first acoustic information in preset range that receiving detection device is sent, when user is in sleep state, obtains the current sign information of the user；Judge whether the user sends the sound of snoring according to the characteristic information and the sign information.Detection means obtains acoustic information and the sign information of user by different sensors during this, and it is sent to analytical equipment, carried out according to information above judging whether user sends the sound of snoring by analytical equipment, improve the accuracy of judgement, meanwhile analytical equipment can also obtain the acoustic information in user's local environment, eliminate the influence of noise in environment, erroneous judgement and situation of failing to judge are reduced, improves the degree of accuracy whether user sends the judged result of the sound of snoring.
Description
Technical field
The invention belongs to medical detection field, more particularly to a kind of sound of snoring detection method, system and terminal device.
Background technology
With the continuous increase of people's life stress, there is sleep-disorder to varying degrees in increasing people.Sleep
Respiratory disorder (snoring) is a big cause of disease of people's sleep-disorder, and sleep disordered breathing refers to sleep state caused by a variety of causes
Under occur apnea and (or) low pass gas repeatedly, cause hypoxemia, a series of hypercapnia, so that diseases occur for body
Manage the clinical syndrome of physiological change.With constantly weeding out the old and bring forth the new for electronic device technology, the equipment for sound of snoring detection is continuous
Come into daily life, people can easily be known by these sound of snoring detection devices oneself in sleep either with or without
Snoring, but existing sound of snoring detection device tends not to accurately detect snore when when sleeping to people, the sound of snoring detects
When other sound are mixed with sound, such as environment, detection of the sound of snoring detection device to user's sound of snoring just occurs erroneous judgement or failed to judge
Situation, and user can not be given with accurate testing result.
The content of the invention
In view of this, it is existing to solve the embodiments of the invention provide a kind of sound of snoring detection method, system and terminal device
Erroneous judgement or the problem of phenomenon is serious, testing result accuracy is low of failing to judge when sound of snoring detection device detects user's sound of snoring in technology.
The first aspect of the embodiment of the present invention provides a kind of sound of snoring detection method, and the sound of snoring detection method includes：
The characteristic information for the first acoustic information in preset range that receiving detection device is sent, wherein, the feature letter
Breath obtains after being analyzed by the detection means first acoustic information；
When user is in sleep state, the current sign information of the user is obtained；
Judge whether the user sends the sound of snoring according to the characteristic information and the sign information.
The second aspect of the embodiment of the present invention provides a kind of sound of snoring detecting system, and the sound of snoring detecting system includes：
Receiving unit, the characteristic information of the first acoustic information in preset range sent for receiving detection device, its
In, the characteristic information obtains after being analyzed by the detection means first acoustic information；
Sign information acquiring unit, for when user is in sleep state, obtaining the current sign information of the user；
Judging unit, for judging whether the user sends the sound of snoring according to the characteristic information and the sign information.
The third aspect of the embodiment of the present invention provides a kind of terminal device, including memory, processor and is stored in
In the memory and the computer program that can run on the processor, described in the computing device during computer program
Realize such as the step of any one of sound of snoring detection method methods described.
The fourth aspect of the embodiment of the present invention provides a kind of computer-readable recording medium, the computer-readable storage
Media storage has computer program, is realized when the computer program is executed by processor such as any one of described sound of snoring detection method
The step of methods described.
After analytical equipment receives the characteristic information of the first acoustic information in the embodiment that the application provides, if user is in
Sleep state, then the sign information of the user is obtained, is then matched the characteristic information with the sign information of user,
Finally judge whether user sends the sound of snoring.Detection means obtains acoustic information and use by different sensors during this
The sign information at family, and be sent to analytical equipment, carried out according to information above judging whether user sends the sound of snoring by analytical equipment,
The accuracy of judgement is improved, meanwhile, analytical equipment can also obtain the acoustic information in user's local environment, eliminate in environment
The influence of noise, erroneous judgement and situation of failing to judge are reduced, improves the degree of accuracy whether user sends the judged result of the sound of snoring.
Brief description of the drawings
Technical scheme in order to illustrate the embodiments of the present invention more clearly, below will be to embodiment or description of the prior art
In the required accompanying drawing used be briefly described, it should be apparent that, drawings in the following description be only the present invention some
Embodiment, for those of ordinary skill in the art, without having to pay creative labor, can also be according to these
Accompanying drawing obtains other accompanying drawings.
Fig. 1 is a kind of implementation process schematic diagram for sound of snoring detection method that the embodiment of the present invention one provides；
Fig. 2 is a kind of structured flowchart for sound of snoring detecting system that the embodiment of the present invention two provides；
Fig. 3 is the schematic diagram for the terminal device that the embodiment of the present invention three provides.
Embodiment
In describing below, in order to illustrate rather than in order to limit, it is proposed that such as tool of particular system structure, technology etc
Body details, thoroughly to understand the embodiment of the present invention.However, it will be clear to one skilled in the art that there is no these specific
The present invention can also be realized in the other embodiments of details.In other situations, omit to well-known system, device, electricity
Road and the detailed description of method, in case unnecessary details hinders description of the invention.
In order to illustrate technical solutions according to the invention, illustrated below by specific embodiment.
Embodiment one：
Fig. 1 shows a kind of implementation process schematic diagram of the sound of snoring detection method provided in the embodiment of the present invention, is described in detail such as
Under：
Step S11, the characteristic information for the first acoustic information in preset range that receiving detection device is sent, wherein, institute
State after characteristic information is analyzed first acoustic information by the detection means and obtain；
Analytical equipment obtains the characteristic information of the first sound from detection means one end in the embodiment that the application provides, its
In, the detection means collects the first acoustic information in preset range, first acoustic information by audio sensor etc.
The sound of snoring or described that user including the sound in existing environment in the preset range or wearing sound of snoring detection means sends
The sound of snoring that existing other staff send in preset range.Further, detection means prepares to fall asleep or be in the user
The first acoustic information in the preset range is obtained during sleep state, the detection means can be worn by the user
Wear, fixed opening position can also be arranged on, e.g., a certain opening position on the bed of user；The preset range can be with described
Region in user-center certain distance.
Detection means is analyzed it to determine its characteristic information after getting first acoustic information, is being divided
During analysis, its characteristic information for extracting first, such as the respiratory rhythm in the first acoustic information of extraction, loudness and the loudness
Time series etc., subsequently to judge whether first acoustic information includes the sound of snoring according to the characteristic information of extraction.Analytical equipment
The characteristic information of first acoustic information is obtained from the detection means.
Alternatively, because the detection means is when collecting the first acoustic information in the preset range, may collect
To muli-sounds, wherein the sound of snoring of multiple users may also be included, when the detection means is worn by user, worn to detect
Whether wearer sends the sound of snoring, analyzes the sound of snoring species included in first acoustic information, is wrapped in first acoustic information
During information containing various features, different types of characteristic information unique mark is given, to realize the mark to every kind of characteristic information, so
Every kind of characteristic information is sent to analytical equipment together with its corresponding mark afterwards.
Step S12, when user is in sleep state, obtain the current sign information of the user；
In the embodiment that the application provides, if user is in sleep state, judge that the user may send the sound of snoring, this
When, analytical equipment obtains the current sign information of the user from detection means.Wherein, the sign information is by the detection
Device is obtained by sensor, for example, detection means passes through as described in sensor (such as motion sensor, piezoelectric transducer etc.) acquisition
The sign informations such as the respiratory rhythm of user.
Preferably, it is described be in sleep state in user when, before obtaining the current sign information of the user, bag
Include：
The current state residing for the user that receiving detection device is sent, the current state are led to by the detection means
Cross the eeg data acquisition for detecting the user；
Judge whether the user is in sleep state according to the current state；
Specifically, the current state residing for user that analytical equipment receiving detection device is sent, the current state include
Sleep state.Alternatively, detection means is obtained the related of the current state of user by sensor (such as eeg sensor) and believed
Breath, e.g., detection means obtain the eeg data of user by eeg sensor, according to judging the feature of the eeg data
Whether user is currently in sleep state.
Step S13, judge whether the user sends the sound of snoring according to the characteristic information and the sign information.
Preferably, it is described to judge whether the user sends the sound of snoring according to the characteristic information and the sign information, bag
Include：
The characteristic information and the sign information are matched, it is determined that the matching degree of the two；
If the matching degree exceedes preset matching value, it is determined that the user sends the sound of snoring.
The application provide embodiment in detection means by the characteristic information of first acoustic information of acquisition with being obtained
The sign information of the user taken is contrasted, if the matching degree of the characteristic information and the sign information exceedes default
With value, then judge to include sound of snoring information in first acoustic information, the user have issued the sound of snoring；For example, by the feature
Information is matched with the respiratory rhythm in the sign information, if of the characteristic information and the respiratory rhythm of the user
Exceed preset value with degree, then judge that the user have issued the sound of snoring.It is of course also possible to by other features in the characteristic information
Matched with corresponding sign information, to determine whether user sends the sound of snoring.
Alternatively, if the user is not in sleep state, judge that the user does not send the sound of snoring, now, if described
The sound of snoring is included in first acoustic information, then it is not that the user sends to judge the sound of snoring.
Alternatively, because the sound of snoring that different user is sent can also have certain common ground, i.e. the characteristics of the sound of snoring, therefore,
The characteristic information can also be matched with the characteristics of sound of snoring information set in advance when being judged, in the two matching
Degree exceedes certain value, judges that first acoustic information includes sound of snoring information, then by the characteristic information and some user
Sign information matched, if the two matching degree exceedes preset value, judge that some described user have issued the sound of snoring, wherein,
The characteristics of sound of snoring information frequecy characteristic including the sound of snoring, strength characteristic and formant etc..
Preferably, the matching characteristic information and the sign information, it is determined that the matching degree of the two, including：
When first acoustic information includes muli-sounds, the characteristic information of every kind of sound is called；
The characteristic information of every kind of sound is matched respectively with the sign information, determine every kind of sound with it is described
The matching degree of sign information.
Specifically, the sound of snoring that user sends may be not only included in the first acoustic information that analytical equipment receives but also including ring
Sound in the presence of border, or even the sound of snoring that other staff send in the preset range is will also include, therefore, in first sound
When message breath includes muli-sounds information, the characteristic information of every kind of sound is called, and the characteristic information of every kind of sound is distinguished
Matched with the sign information of the user, if the matching that a kind of its characteristic information of sound and the sign information of user be present surpasses
Preset matching value is crossed, then it is the sound of snoring that the user sends to judge the sound.
Preferably, it is described to judge whether the user sends the sound of snoring according to the characteristic information and the sign information, also
Including：
When the matching degree exceedes preset matching value, the second sound information in the preset range is obtained；
If the loudness of the second sound information is less than the loudness of first acoustic information, judge that the user sends
The sound of snoring.
Specifically, in order to avoid the interference of sound in environment, increase the accuracy of judged result, exceed in the matching degree
During preset matching value, analytical equipment obtains the second sound information of the preset range by itself audio sensor；Call institute
The loudness of the first acoustic information is stated, while obtains the loudness of the second sound information, judging the loudness of the second sound is
The no loudness less than first sound, if so, illustrating to remove itself existing sound in environment in the preset range, also have
A part of sound, i.e., the sound of snoring that described user sends, therefore, judge that the user have issued the sound of snoring.
After analytical equipment receives the characteristic information of the first acoustic information in the embodiment that the application provides, if user is in
Sleep state, then the sign information of the user is obtained, is then matched the characteristic information with the sign information of user,
Finally judge whether user sends the sound of snoring.Detection means obtains acoustic information and use by different sensors during this
The sign information at family, and be sent to analytical equipment, carried out according to information above judging whether user sends the sound of snoring by analytical equipment,
The accuracy of judgement is improved, meanwhile, analytical equipment can also obtain the acoustic information in user's local environment, eliminate in environment
The influence of noise, erroneous judgement and situation of failing to judge are reduced, improves the degree of accuracy whether user sends the judged result of the sound of snoring.
Embodiment two：
Corresponding to the sound of snoring detection method described in foregoing embodiments, Fig. 2 shows a kind of snore provided in an embodiment of the present invention
The structured flowchart of sound detection system, for convenience of description, it illustrate only the part related to the embodiment of the present invention.
Reference picture 2, the sound of snoring detecting system include：Receiving unit 21, sign information acquiring unit 22, judging unit 23,
Wherein：
Receiving unit 21, the characteristic information of the first acoustic information in preset range sent for receiving detection device,
Wherein, the characteristic information obtains after being analyzed by the detection means first acoustic information；
Analytical equipment obtains the characteristic information of the first sound from detection means one end in the embodiment that the application provides, its
In, the detection means collects the first acoustic information in preset range, first acoustic information by audio sensor etc.
The sound of snoring or described that user including the sound in existing environment in the preset range or wearing sound of snoring detection means sends
The sound of snoring that existing other staff send in preset range.Further, detection means prepares to fall asleep or be in the user
The first acoustic information in the preset range is obtained during sleep state, the detection means can be worn by the user
Wear, fixed opening position can also be arranged on, e.g., a certain opening position on the bed of user；The preset range can be with described
Region in user-center certain distance.
Detection means is analyzed it to determine its characteristic information after getting first acoustic information, is being divided
During analysis, its characteristic information for extracting first, such as the respiratory rhythm in the first acoustic information of extraction, loudness and the loudness
Time series etc., subsequently to judge whether first acoustic information includes the sound of snoring according to the characteristic information of extraction.Analytical equipment
The characteristic information of first acoustic information is obtained from the detection means.
Alternatively, because the detection means is when collecting the first acoustic information in the preset range, may collect
To muli-sounds, wherein the sound of snoring of multiple users may also be included, when the detection means is worn by user, worn to detect
Whether wearer sends the sound of snoring, analyzes the sound of snoring species included in first acoustic information, is wrapped in first acoustic information
During information containing various features, different types of characteristic information unique mark is given, to realize the mark to every kind of characteristic information, so
Every kind of characteristic information is sent to analytical equipment together with its corresponding mark afterwards.
Sign information acquiring unit 22, the sign letter current for when user is in sleep state, obtaining the user
Breath；
In the embodiment that the application provides, if user is in sleep state, judge that the user may send the sound of snoring, this
When, analytical equipment obtains the current sign information of the user from detection means.Wherein, the sign information is by the detection
Device is obtained by sensor, for example, detection means passes through as described in sensor (such as motion sensor, piezoelectric transducer etc.) acquisition
The sign informations such as the respiratory rhythm of user.
Alternatively, the sound of snoring detecting system, in addition to：
Sleep state judging unit, the current state residing for the user sent for receiving detection device are described to work as
Preceding state is obtained by the detection means by detecting the eeg data of the user；The use is judged according to the current state
Whether family is in sleep state.
Specifically, the current state residing for user that analytical equipment receiving detection device is sent, the current state include
Sleep state.Alternatively, detection means is obtained the related of the current state of user by sensor (such as eeg sensor) and believed
Breath, e.g., detection means obtain the eeg data of user by eeg sensor, according to judging the feature of the eeg data
Whether user is currently in sleep state.
Judging unit 23, for judging whether the user sends snore according to the characteristic information and the sign information
Sound.
Preferably, the judging unit 23, including：
Matching degree determining module, for matching the characteristic information and the sign information, it is determined that the matching degree of the two；
Sound of snoring determining module, if exceeding preset matching value for the matching degree, it is determined that the user sends the sound of snoring.
The application provide embodiment in detection means by the characteristic information of first acoustic information of acquisition with being obtained
The sign information of the user taken is contrasted, if the matching degree of the characteristic information and the sign information exceedes default
With value, then judge to include sound of snoring information in first acoustic information, the user have issued the sound of snoring；For example, by the feature
Information is matched with the respiratory rhythm in the sign information, if of the characteristic information and the respiratory rhythm of the user
Exceed preset value with degree, then judge that the user have issued the sound of snoring.It is of course also possible to by other features in the characteristic information
Matched with corresponding sign information, to determine whether user sends the sound of snoring.
Alternatively, if the user is not in sleep state, judge that the user does not send the sound of snoring, now, if described
The sound of snoring is included in first acoustic information, then it is not that the user sends to judge the sound of snoring.
Alternatively, because the sound of snoring that different user is sent can also have certain common ground, i.e. the characteristics of the sound of snoring, therefore,
The characteristic information can also be matched with the characteristics of sound of snoring information set in advance when being judged, in the two matching
Degree exceedes certain value, judges that first acoustic information includes sound of snoring information, then by the characteristic information and some user
Sign information matched, if the two matching degree exceedes preset value, judge that some described user have issued the sound of snoring, wherein,
The characteristics of sound of snoring information frequecy characteristic including the sound of snoring, strength characteristic and formant etc..
Preferably, the matching degree determining module, including：
Calling module, for when first acoustic information includes muli-sounds, calling the characteristic information of every kind of sound；
Matching module, for the characteristic information of every kind of sound to be matched respectively with the sign information, it is determined that
The matching degree of every kind of sound and the sign information.
Specifically, the sound of snoring that user sends may be not only included in the first acoustic information that analytical equipment receives but also including ring
Sound in the presence of border, or even the sound of snoring that other staff send in the preset range is will also include, therefore, in first sound
When message breath includes muli-sounds information, the characteristic information of every kind of sound is called, and the characteristic information of every kind of sound is distinguished
Matched with the sign information of the user, if the matching that a kind of its characteristic information of sound and the sign information of user be present surpasses
Preset matching value is crossed, then it is the sound of snoring that the user sends to judge the sound.
Preferably, the judging unit 23, in addition to：
Second sound data obtaining module, for when the matching degree exceedes preset matching value, obtaining the default model
Enclose interior second sound information；
Loudness judge module, if the loudness for the second sound information is less than the loudness of first acoustic information,
Then judge that the user sends the sound of snoring.
Specifically, in order to avoid the interference of sound in environment, increase the accuracy of judged result, exceed in the matching degree
During preset matching value, analytical equipment obtains the second sound information of the preset range by itself audio sensor；Call institute
The loudness of the first acoustic information is stated, while obtains the loudness of the second sound information, judging the loudness of the second sound is
The no loudness less than first sound, if so, illustrating to remove itself existing sound in environment in the preset range, also have
A part of sound, i.e., the sound of snoring that described user sends, therefore, judge that the user have issued the sound of snoring.
After analytical equipment receives the characteristic information of the first acoustic information in the embodiment that the application provides, if user is in
Sleep state, then the sign information of the user is obtained, is then matched the characteristic information with the sign information of user,
Finally judge whether user sends the sound of snoring.Detection means obtains acoustic information and use by different sensors during this
The sign information at family, and be sent to analytical equipment, carried out according to information above judging whether user sends the sound of snoring by analytical equipment,
The accuracy of judgement is improved, meanwhile, analytical equipment can also obtain the acoustic information in user's local environment, eliminate in environment
The influence of noise, erroneous judgement and situation of failing to judge are reduced, improves the degree of accuracy whether user sends the judged result of the sound of snoring.
It should be understood that the size of the sequence number of each step is not meant to the priority of execution sequence, each process in above-described embodiment
Execution sequence should determine that the implementation process without tackling the embodiment of the present invention forms any limit with its function and internal logic
It is fixed.
Embodiment three：
Fig. 3 is a kind of schematic diagram for terminal device that one embodiment of the invention provides.As shown in figure 3, the end of the embodiment
End equipment 3 includes：Processor 30, memory 31 and it is stored in the memory 31 and can be run on the processor 30
Computer program 32.The processor 30 realizes that above-mentioned each sound of snoring detection method is implemented when performing the computer program 32
Step in example, such as the step S11 to S13 shown in Fig. 1.Or the processor 30 is when performing the computer program 32
Realize the function of each module/unit in above-mentioned each device embodiment, such as the function of unit 21 to 23 shown in Fig. 2.
Exemplary, the computer program 32 can be divided into one or more module/units, it is one or
Multiple module/units are stored in the memory 31, and are performed by the processor 30, to complete the present invention.Described one
Individual or multiple module/units can be the series of computation machine programmed instruction section that can complete specific function, and the instruction segment is used for
Implementation procedure of the computer program 32 in the terminal device 3 is described.For example, the computer program 32 can be divided
Receiving unit, sign information acquiring unit, judging unit are cut into, each unit concrete function is as follows：
Receiving unit, the characteristic information of the first acoustic information in preset range sent for receiving detection device, its
In, the characteristic information obtains after being analyzed by the detection means first acoustic information；
Sign information acquiring unit, for when user is in sleep state, obtaining the current sign information of the user；
Judging unit, for judging whether the user sends the sound of snoring according to the characteristic information and the sign information.
Further, the judging unit, including：
Matching degree determining module, for matching the characteristic information and the sign information, it is determined that the matching degree of the two；
Sound of snoring determining module, if exceeding preset matching value for the matching degree, it is determined that the user sends the sound of snoring.
Further, the matching degree determining module, including：
Calling module, for when first acoustic information includes muli-sounds, calling the characteristic information of every kind of sound；
Matching module, for the characteristic information of every kind of sound to be matched respectively with the sign information, it is determined that
The matching degree of every kind of sound and the sign information.
Further, the judging unit, in addition to：
Second sound data obtaining module, for when the matching degree exceedes preset matching value, obtaining the default model
Enclose interior second sound information；
Loudness judge module, if the loudness for the second sound information is less than the loudness of first acoustic information,
Then judge that the user sends the sound of snoring.
Further, the sound of snoring detecting system, in addition to：
Sleep state judging unit, the current state residing for the user sent for receiving detection device are described to work as
Preceding state is obtained by the detection means by detecting the eeg data of the user；The use is judged according to the current state
Whether family is in sleep state.
The terminal device 3 can be that the calculating such as desktop PC, notebook, palm PC and cloud server are set
It is standby.The terminal device may include, but be not limited only to, processor 30, memory 31.It will be understood by those skilled in the art that Fig. 3
The only example of terminal device 3, the restriction to terminal device 3 is not formed, can included than illustrating more or less portions
Part, some parts or different parts are either combined, such as the terminal device can also include input-output equipment, net
Network access device, bus etc..
Alleged processor 30 can be CPU (Central Processing Unit, CPU), can also be
Other general processors, digital signal processor (Digital Signal Processor, DSP), application specific integrated circuit
(Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other PLDs, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor can also be any conventional processor
Deng.
The memory 31 can be the internal storage unit of the terminal device 3, such as the hard disk of terminal device 3 or interior
Deposit.The memory 31 can also be the External memory equipment of the terminal device 3, such as be equipped with the terminal device 3
Plug-in type hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card, dodge
Deposit card (Flash Card) etc..Further, the memory 31 can also both include the storage inside list of the terminal device 3
Member also includes External memory equipment.The memory 31 is used to store needed for the computer program and the terminal device
Other programs and data.The memory 31 can be also used for temporarily storing the data that has exported or will export.
It is apparent to those skilled in the art that for convenience of description and succinctly, only with above-mentioned each work(
Can unit, module division progress for example, in practical application, can be as needed and by above-mentioned function distribution by different
Functional unit, module are completed, i.e., the internal structure of described device are divided into different functional units or module, more than completion
The all or part of function of description.Each functional unit, module in embodiment can be integrated in a processing unit, also may be used
To be that unit is individually physically present, can also two or more units it is integrated in a unit, it is above-mentioned integrated
Unit can both be realized in the form of hardware, can also be realized in the form of SFU software functional unit.In addition, each function list
Member, the specific name of module are not limited to the protection domain of the application also only to facilitate mutually distinguish.Said system
The specific work process of middle unit, module, the corresponding process in preceding method embodiment is may be referred to, will not be repeated here.
In the above-described embodiments, the description to each embodiment all emphasizes particularly on different fields, and is not described in detail or remembers in some embodiment
The part of load, it may refer to the associated description of other embodiments.
Those of ordinary skill in the art are it is to be appreciated that the list of each example described with reference to the embodiments described herein
Member and algorithm steps, it can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
Performed with hardware or software mode, application-specific and design constraint depending on technical scheme.Professional and technical personnel
Described function can be realized using distinct methods to each specific application, but this realization is it is not considered that exceed
The scope of the present invention.
In embodiment provided by the present invention, it should be understood that disclosed device/terminal device and method, can be with
Realize by another way.For example, device described above/terminal device embodiment is only schematical, for example, institute
The division of module or unit is stated, only a kind of division of logic function, there can be other dividing mode when actually realizing, such as
Multiple units or component can combine or be desirably integrated into another system, or some features can be ignored, or not perform.Separately
A bit, shown or discussed mutual coupling or direct-coupling or communication connection can be by some interfaces, device
Or INDIRECT COUPLING or the communication connection of unit, can be electrical, mechanical or other forms.
The unit illustrated as separating component can be or may not be physically separate, show as unit
The part shown can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
On NE.Some or all of unit therein can be selected to realize the mesh of this embodiment scheme according to the actual needs
's.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, can also
That unit is individually physically present, can also two or more units it is integrated in a unit.Above-mentioned integrated list
Member can both be realized in the form of hardware, can also be realized in the form of SFU software functional unit.
If the integrated module/unit realized in the form of SFU software functional unit and as independent production marketing or
In use, it can be stored in a computer read/write memory medium.Based on such understanding, the present invention realizes above-mentioned implementation
All or part of flow in example method, by computer program the hardware of correlation can also be instructed to complete, described meter
Calculation machine program can be stored in a computer-readable recording medium, and the computer program can be achieved when being executed by processor
The step of stating each embodiment of the method..Wherein, the computer program includes computer program code, the computer program
Code can be source code form, object identification code form, executable file or some intermediate forms etc..Computer-readable Jie
Matter can include：Can carry any entity or device of the computer program code, recording medium, USB flash disk, mobile hard disk,
Magnetic disc, CD, computer storage, read-only storage (ROM, Read-Only Memory), random access memory (RAM,
Random Access Memory), electric carrier signal, telecommunication signal and software distribution medium etc..It is it should be noted that described
The content that computer-readable medium includes can carry out appropriate increasing according to legislation in jurisdiction and the requirement of patent practice
Subtract, such as in some jurisdictions, according to legislation and patent practice, computer-readable medium do not include be electric carrier signal and
Telecommunication signal.
Embodiment described above is merely illustrative of the technical solution of the present invention, rather than its limitations；Although with reference to foregoing reality
Example is applied the present invention is described in detail, it will be understood by those within the art that：It still can be to foregoing each
Technical scheme described in embodiment is modified, or carries out equivalent substitution to which part technical characteristic；And these are changed
Or replace, the essence of appropriate technical solution is departed from the spirit and scope of various embodiments of the present invention technical scheme, all should
Within protection scope of the present invention.
Claims (10)
1. a kind of sound of snoring detection method, it is characterised in that the sound of snoring detection method includes：
Receiving detection device send preset range in the first acoustic information characteristic information, wherein, the characteristic information by
The detection means obtains after analyzing first acoustic information；
When user is in sleep state, the current sign information of the user is obtained；
Judge whether the user sends the sound of snoring according to the characteristic information and the sign information.
2. sound of snoring detection method as claimed in claim 1, it is characterised in that it is described be in sleep state in user when, obtain
Before taking the current sign information of the user, including：
The current state residing for the user that receiving detection device is sent, the current state pass through inspection by the detection means
The eeg data for surveying the user obtains；
Judge whether the user is in sleep state according to the current state.
3. sound of snoring detection method as claimed in claim 1, it is characterised in that described according to the characteristic information and the sign
Information judges whether the user sends the sound of snoring, including：
The characteristic information and the sign information are matched, it is determined that the matching degree of the two；
If the matching degree exceedes preset matching value, it is determined that the user sends the sound of snoring.
4. sound of snoring detection method as claimed in claim 1, it is characterised in that the matching characteristic information and the sign
Information, it is determined that the matching degree of the two, including：
When first acoustic information includes muli-sounds, the characteristic information of every kind of sound is called；
The characteristic information of every kind of sound is matched respectively with the sign information, determines every kind of sound and the sign
The matching degree of information.
5. sound of snoring detection method as claimed in claim 3, it is characterised in that described according to the characteristic information and the sign
Information judges whether the user sends the sound of snoring, in addition to：
When the matching degree exceedes preset matching value, the second sound information in the preset range is obtained；
If the loudness of the second sound information is less than the loudness of first acoustic information, judge that the user sends snore
Sound.
6. a kind of sound of snoring detecting system, it is characterised in that the sound of snoring detecting system includes：
Receiving unit, the characteristic information of the first acoustic information in preset range sent for receiving detection device, wherein, institute
State after characteristic information is analyzed first acoustic information by the detection means and obtain；
Sign information acquiring unit, for when user is in sleep state, obtaining the current sign information of the user；
Judging unit, for judging whether the user sends the sound of snoring according to the characteristic information and the sign information.
7. sound of snoring detecting system as claimed in claim 6, it is characterised in that the judging unit, including：
Matching degree determining module, for matching the characteristic information and the sign information, it is determined that the matching degree of the two；
Sound of snoring determining module, if exceeding preset matching value for the matching degree, it is determined that the user sends the sound of snoring.
8. sound of snoring detecting system as claimed in claim 7, it is characterised in that the judging unit, in addition to：
Second sound data obtaining module, for when the matching degree exceedes preset matching value, obtaining in the preset range
Second sound information；
Loudness judge module, if the loudness for the second sound information is less than the loudness of first acoustic information, sentence
The fixed user sends the sound of snoring.
9. a kind of terminal device, including memory, processor and it is stored in the memory and can be on the processor
The computer program of operation, it is characterised in that realize such as claim 1 to 5 described in the computing device during computer program
The step of any one methods described.
10. a kind of computer-readable recording medium, the computer-readable recording medium storage has computer program, and its feature exists
In when the computer program is executed by processor the step of realization such as any one of claim 1 to 5 methods described.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710736502.4A CN107456211B (en) | 2017-08-24 | 2017-08-24 | Snore detection method, system and terminal equipment |
| PCT/CN2018/084103 WO2019037456A1 (en) | 2017-08-24 | 2018-04-23 | Snoring detection method and system, and terminal device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710736502.4A CN107456211B (en) | 2017-08-24 | 2017-08-24 | Snore detection method, system and terminal equipment |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN107456211A true CN107456211A (en) | 2017-12-12 |
| CN107456211B CN107456211B (en) | 2020-07-31 |
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ID=60549488
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| Application Number | Title | Priority Date | Filing Date |
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| CN201710736502.4A Active CN107456211B (en) | 2017-08-24 | 2017-08-24 | Snore detection method, system and terminal equipment |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN107456211B (en) |
| WO (1) | WO2019037456A1 (en) |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20070287896A1 (en) * | 2006-06-08 | 2007-12-13 | Derchak P A | System and method for snore detection and confirmation |
| CN203524645U (en) * | 2013-09-16 | 2014-04-09 | 浙江理工大学 | Sleep detector |
| CN105615884A (en) * | 2016-03-17 | 2016-06-01 | 杨松 | Sleep apnea syndrome detecting method and device |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6168568B1 (en) * | 1996-10-04 | 2001-01-02 | Karmel Medical Acoustic Technologies Ltd. | Phonopneumograph system |
| CN104688229A (en) * | 2015-01-28 | 2015-06-10 | 中国人民解放军理工大学 | Method for monitoring sleep respiration based on snore signals |
| CN104739413B (en) * | 2015-03-23 | 2017-09-26 | 北京怡和嘉业医疗科技有限公司 | A kind of sound of snoring detection method and system |
-
2017
- 2017-08-24 CN CN201710736502.4A patent/CN107456211B/en active Active
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2018
- 2018-04-23 WO PCT/CN2018/084103 patent/WO2019037456A1/en active Application Filing
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20070287896A1 (en) * | 2006-06-08 | 2007-12-13 | Derchak P A | System and method for snore detection and confirmation |
| CN203524645U (en) * | 2013-09-16 | 2014-04-09 | 浙江理工大学 | Sleep detector |
| CN105615884A (en) * | 2016-03-17 | 2016-06-01 | 杨松 | Sleep apnea syndrome detecting method and device |
Also Published As
| Publication number | Publication date |
|---|---|
| CN107456211B (en) | 2020-07-31 |
| WO2019037456A1 (en) | 2019-02-28 |
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