CN106599057A - Music rhythm control terminal and method adaptive to user emotion - Google Patents

Music rhythm control terminal and method adaptive to user emotion Download PDF

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Publication number
CN106599057A
CN106599057A CN201611015494.6A CN201611015494A CN106599057A CN 106599057 A CN106599057 A CN 106599057A CN 201611015494 A CN201611015494 A CN 201611015494A CN 106599057 A CN106599057 A CN 106599057A
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China
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parameter
user
music rhythm
music
state
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CN201611015494.6A
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Chinese (zh)
Inventor
曾明
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上海斐讯数据通信技术有限公司
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Priority to CN201611015494.6A priority Critical patent/CN106599057A/en
Publication of CN106599057A publication Critical patent/CN106599057A/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/60Information retrieval; Database structures therefor; File system structures therefor of audio data
    • G06F16/63Querying
    • G06F16/635Filtering based on additional data, e.g. user or group profiles
    • G06F16/636Filtering based on additional data, e.g. user or group profiles by using biological or physiological data

Abstract

The invention discloses a music rhythm control terminal adaptive to user emotion. The terminal comprises a music player and a wearable device, wherein the music player is used for playing music; the wearable device is used for obtaining user state parameters including physiological parameters and a motion parameter, analyzing state parameters of the user, associating a user emotion index corresponding to the state parameters, associating music rhythm parameters corresponding to the user emotion index and controlling the music rhythm played by the music player. The invention also discloses a music rhythm control method adaptive to the user emotion.

Description

A kind of music rhythm regulation and control terminal of adaptive user mood and its method
Technical field
The present invention relates to the mobile terminal device of the communications field, the music rhythm tune of specially a kind of adaptive user mood Control terminal and its method.
Background technology
The distinctive melody of music reduces the blood pressure of people with rhythm, and the speed of basic metabolism and breathing slows down, and makes one Produced physiological reaction is more gentle when being under pressure.Through the physical action of music, directly resonance is produced to intracorporeal organ Effect, makes a kind of physiological activator of human secretory, adjusts blood flow and nerve, makes people dynamic, vibrant.
Substantial amounts of experimental study and data analytical proof:Music has a common ground, i.e. music beat to be all roughly equal to people The speed of class heartbeat, the too fast or too slow music of rhythm is all unsuitable for for promoting sleep;Rhythm can allow soon very much people nervous, too slowly Then can make us producing suspense sense.
Present intelligent terminal is increasingly intended to intelligent direction development, and it has been internally integrated and substantial amounts of can be used to detect The components and parts of function.By the support and the interaction of related data of software, wearable device brings to our life, perception Very big transformation.Wearable device measures the current movement of user, heart rate, respiration rate and body temperature by internal component Etc. data, mood and emotional status that comprehensive analysis is obtained active user are then carried out.
Current mobile terminal and some wearable devices all has music playback function, and utilization rate gradually rises It is high;Terminal and some wearable devices can manually adjust music rhythm, and as measurement health physical signs Light instrument, but also not over detection people mood and mood come it is self-service adjust music rhythm equipment and realization Method.
The content of the invention
The purpose of the present invention is:A kind of music rhythm regulation and control terminal of adaptive user mood is provided, according to current mood Music rhythm is automatically adjusted with mood.
Realizing the technical scheme of above-mentioned purpose is:A kind of music rhythm regulation and control terminal of adaptive user mood, including
One music player, for playing music;
One wearable device, for obtaining the state parameter of user, including physiological parameter, kinematic parameter;For analyzing user's State parameter;And
For the user emotion index corresponding to association status parameter;And
For the music rhythm parameter corresponding to association user moos index;And
For regulating and controlling the music rhythm that the music player is played.
Further, the wearable device includes
One parameter acquisition module, for obtaining the state parameter of user;
One data processing module, for processing the state parameter of user;And
For setting up the data model between the state parameter of user and user emotion index;And
For associating the data module and music rhythm parameter;And
For controlling music player, real-time regulation music rhythm;
One data memory module, for data storage, including state parameter, the data model of storage user.
Further, the parameter acquisition module includes
One movement detection module, for detecting the moving parameter of user;
One heart rate detection module, for detecting the hrv parameter of user;
One breathing detection module, for detecting the respiration parameter of user;
One temperature detecting module, for detecting the temperature parameter of user's body surface.
Another object of the present invention is:A kind of music rhythm regulation and control method of adaptive user mood is provided.In realization Stating the technical scheme of purpose is:A kind of music rhythm regulation and control method of adaptive user mood,
Comprise the following steps:
S1)Obtain the state parameter of user, including physiological parameter, kinematic parameter;
S2)Process the state parameter and music rhythm parameter, including the raw state parameter of association, user emotion index and Music Day Play parameter;
S3)Regulation and control music rhythm;
S4)Circulation execution step S1)To step S3).
Further, step S1)In, the physiological parameter includes hrv parameter, respiration parameter, the user's body of user The temperature parameter of table.
Further, step S1)In, the kinematic parameter includes the motion of user or inactive state parameter.
Further, step S2)Comprise the following steps:
S21)The state parameter of comprehensive analysis user, music rhythm parameter, including converting electrical signals to data signal;
S22)The data model of state parameter and user emotion index is set up, and associates the data model and music rhythm parameter.
Further, step S22)Include the corresponding relation of pre-existing state parameter attribute and user emotion feature Table, according to mapping table the mood index of user is judged.
Further, the state parameter feature includes kinematic parameter variation characteristic and physiological parameter variation characteristic.
Further, the music rhythm regulation and control method of described adaptive user mood is further comprising the steps of:
S0)Under any state, user adjusts manually music rhythm.
It is an advantage of the invention that:The music rhythm regulation and control terminal of the adaptive user mood of the present invention and its method, pass through Wearable device come detect user state parameter etc. these affect the factor of people's mood emotional changes, according to these numbers of collection According to the mood and mood of the current user of comprehensive analysis;Music rhythm is automatically adjusted according to current mood and mood, is made at user In a comfortable free paced environment, human physiology and psychology is conducive to develop in a healthy way.
Description of the drawings
The present invention is further explained with reference to the accompanying drawings and examples.
Fig. 1 is the music rhythm regulation and control terminal module schematic diagram of the embodiment of the present invention 1.
The step of Fig. 2 is the music rhythm control methods of embodiment of the present invention flow chart.
Wherein,
1 music player;2 wearable devices;
21 parameter acquisition modules;22 data processing modules;
23 data memory modules;211 movement detection modules;
212 heart rate detection modules;213 breathing detection modules;
214 temperature detecting modules.
Specific embodiment
The explanation of following examples is the particular implementation implemented to illustrate the present invention may be used to reference to additional schema Example.
Embodiment 1, as shown in figure 1, a kind of music rhythm regulation and control terminal of adaptive user mood, including a music Device 1, a wearable device 2.
In the present embodiment, music player 1 is used to play music.
From annexation, music player 1 is removably assembled in wearable device 2, that is to say, that music Device 1 can separate exclusive use with wearable device 2.Therefore, music player 1 need to be provided with a FPDP, by the data Port is connected with wearable device;Or connected by way of wireless network.
And wearable device 2 is for being worn on human body.It is mainly used in obtaining the state parameter of user, including physiology Parameter, kinematic parameter;And for analyzing the state parameter of user;And for the user emotion corresponding to association status parameter Index;And for the music rhythm parameter corresponding to association user moos index;And for regulating and controlling the music player 1 The music rhythm of broadcasting.
In order to absolutely prove above-described embodiment, the functional part of wearable device 2 is specifically described below, wherein, Wearable device 2 is specifically included with lower module or part:One parameter acquisition module 21, a data processing module 22 and a data Memory module 23.
Wherein, parameter acquisition module 21 is used to obtain the state parameter of user.Data processing module 22 is used to process user State parameter;And for setting up the data model between the state parameter of user and user emotion index;And for closing Join the data module and music rhythm parameter;And for controlling music player 1, real-time regulation music rhythm.
Include the kinematic parameter and physiological parameter of user as obtained User Status parameter in parameter acquisition module 21, wherein giving birth to Reason parameter includes hrv parameter, respiration parameter, body temperature parameter etc., and kinematic parameter includes static or motion state parameterses.Therefore, Parameter acquisition module 21 includes various detection modules.Parameter acquisition module 21 is specifically described below.Wherein, parameter acquiring Module 21 includes a movement detection module 211, a heart rate detection module 212, a breathing detection module 213, a temperature detection mould Block 214.
Mobile detection module 211 is used to detect the moving parameter of user that the movement detection module 211 to can be used to judge to use The current motion state in family, judges that user is static or motion.Motion state is the basis of whole data analysis.This reality In applying example, generally adopt acquisition human body static or kinematic parameter acceleration transducer.People is detected by acceleration transducer The change of body translational speed come judge human body be in mobile status or inactive state, if in mobile status, be flat Slow mobile or strenuous exercise.
Heart rate detection module 212 is used to detect the hrv parameter of user.Detect user under static state or motion shape Hrv parameter under state.Pulse transducer is adopted in the present embodiment, is followed using specific wavelength infrared ray is micro- to blood vessel terminal blood The sensitivity characteristic of the change of the volumetric blood that ring is produced, detects due to the bounce of heart, the blood for causing finger tip changes, Jing Guoxin Number amplify, adjustment etc. processing of circuit.Wherein SON1303 outputs are synchronized with the pulse signal of beat pulse, so as to calculate pulse frequency, The complete pulse wave voltage signal of SON7015 output reflection finger tip blood volume changes.
Breathing detection module 213 is used to detect the respiration parameter of user.Respiration parameter includes respiratory rate, lung capacity etc.. Using the piezoelectric acceleration transducer for obtaining respiration parameter in the present embodiment, i.e., according to hydrodynamics and thermodynamic principles, people Body due to the flowing of gas, can produce instantaneous pressure, if placing the pressure on the pipeline of breathing in breathing to surrounding air Breath signal is converted to voltage signal by force snesor, the pressure sensor, then is finally converted to through signal transactings such as amplifications Required respiration parameter.
Temperature detecting module 214 is used to detect the temperature parameter of user's body surface.Adopt for obtaining body temperature in the present embodiment The infrared thermometer of parameter, the measurement of body temperature is carried out by infrared ray, is divided into contact and contactless two kinds more.This reality The experience in example for user and the convenience of motion are applied, using contactless.It is quick and infrared thermometer error is less Sensitivity is of a relatively high, and gathered data is more convenient.
Data memory module 23 is used for data storage, including state parameter, the data model of storage user, and user is just The parameter of one group of motion or static heart rate, respiratory rate and body temperature under normal plateau etc., and the state ginseng of user The mapping table of number feature and user emotion feature.
Data processing module 22 by above-mentioned data collecting module collected to data carry out finishing analysis, such as comprehensive analysis is used The state parameter at family, music rhythm parameter, including converting electrical signals to data signal;Set up state parameter to refer to user emotion Several data models, and associate the data model and music rhythm parameter etc..In the state parameter and kinematic parameter of analysis user When, the state parameter feature and kinematic parameter feature of user need to be extracted, state parameter feature, kinematic parameter are characterized in that finger-like state is joined Several variation characteristics, such as amplitude of variation size, speed.During finishing analysis judgement conclusion need to be carried out to user emotion index. When judging user emotion index, mapping table is to judge the standard under User Status.
Human body status parameter values are as described below under normal plateau.
The feature of state parameter is:Mobile steady, heart rate is normal, breathing is steady, body temperature is normal.State parameter is without what During big change, corresponding user emotion feature is also normal, now can represent use in the form of numeral or formula Family moos index, such as<Emotional characteristics> and <Numeral>, wherein emotional characteristics represents the current mood of user, such as angry, happy It is Arabic numerals Deng, numeral, numeral is bigger, represents that the anxious state of mind that is presently in is bigger.
With above-mentioned state parameter as standard, when judging user emotion feature, its standard is as follows.
When the feature of state parameter is:Hyperlocomotion, increased heart rate, be short of breath, body temperature raise.State parameter has greatly Change when, the feature of corresponding user emotion shows as:It is happy, exciting, excited.User emotion index is<It is happy, sharp It is dynamic, excited> and <3>.
When the feature of state parameter is:Hyperlocomotion, increased heart rate, be short of breath, body temperature raise.Corresponding user's feelings The feature of thread shows as:It is angry, angry, manic.User emotion index is<It is angry, angry, manic> and <3>.
When the feature of state parameter is:Mobile constant, heart rate faster or slower is unstable, breathe sometimes fast and sometimes slow, temperature decline. The feature of corresponding user emotion shows as:It is depressed, worried.User emotion index is<It is depressed, worried> and <2>.
When the feature of state parameter is:Hyperlocomotion, increased heart rate, be short of breath, temperature decline.Corresponding user's feelings The feature of thread shows as:It is frightened.User emotion index is<It is frightened> and <2>.
After user emotion index judges, according to user emotion index and the data mould of state parameter and user emotion index Type, and the data model and music rhythm parameter are associated, the music being adapted under active user's mood states is selected, to adjust at present State or to adapt to current state.
As current user emotion index is<It is frightened> and <2>, then happiness, cheerful and light-hearted music can be selected.As worked as Front user emotion index is<It is depressed, worried> and <2>, then light music releive, pleasurable etc. can be selected.
It should be noted that the data model of user emotion index and state parameter and user emotion index and associating The data model and music rhythm parameter are the big datas for being provided according to each marriage counselor and being associated with mood with reference to sound Storehouse comprehensive analysis draws.
Embodiment 2, the present embodiment is that music player 1 is integrated in wearable device 2 with the difference of embodiment 1. The effect of embodiment 1 is, music player 1 is for can be with portable type, or cannot be portable.On treadmill Music player 1, the music player 1 on automobile etc..If using above-mentioned music player 1, needed music player 1 Bind with wearable device 2(Data cube computation), then carry out the regulation and control of music rhythm.
And in the present embodiment, music player 1 is integrated in the wearable device 2, it is possible to reduce the step of binding.
The music rhythm regulation and control terminal of adaptive user mood in order to absolutely prove above-described embodiment, with reference to regulation and control Method, is specifically described to the music rhythm regulation and control terminal of above-mentioned adaptive user mood.
As shown in Fig. 2 a kind of music rhythm regulation and control method of adaptive user mood, comprises the following steps.
S1)Obtain the state parameter of user, including physiological parameter, kinematic parameter.
Step S1)In, the physiological parameter includes hrv parameter, respiration parameter, the temperature of user's body surface of user Parameter.The kinematic parameter includes the motion of user or inactive state parameter.
In this step, mobile detection module 211 is used to detect the moving parameter of user that the movement detection module 211 can The motion state current for judging user, judges that user is static or motion.Motion state is whole data point The basis of analysis.In the present embodiment, generally adopt acquisition human body static or kinematic parameter acceleration transducer.Passed by acceleration Sensor detects the change of human motion speed to judge that human body is in mobile status or inactive state, if in movement It is gentle mobile or strenuous exercise during state.
Heart rate detection module 212 is used to detect the hrv parameter of user.Detect user under static state or motion shape Hrv parameter under state.Pulse transducer is adopted in the present embodiment, is followed using specific wavelength infrared ray is micro- to blood vessel terminal blood The sensitivity characteristic of the change of the volumetric blood that ring is produced, detects due to the bounce of heart, the blood for causing finger tip changes, Jing Guoxin Number amplify, adjustment etc. processing of circuit.Wherein SON1303 outputs are synchronized with the pulse signal of beat pulse, so as to calculate pulse frequency, The complete pulse wave voltage signal of SON7015 output reflection finger tip blood volume changes.
Breathing detection module 213 is used to detect the respiration parameter of user.Respiration parameter includes respiratory rate, lung capacity etc.. Using the piezoelectric acceleration transducer for obtaining respiration parameter in the present embodiment, i.e., according to hydrodynamics and thermodynamic principles, people Body due to the flowing of gas, can produce instantaneous pressure, if placing the pressure on the pipeline of breathing in breathing to surrounding air Breath signal is converted to voltage signal by force snesor, the pressure sensor, then is finally converted to through signal transactings such as amplifications Required respiration parameter.
Temperature detecting module 214 is used to detect the temperature parameter of user's body surface.Adopt for obtaining body temperature in the present embodiment The infrared thermometer of parameter, the measurement of body temperature is carried out by infrared ray, is divided into contact and contactless two kinds more.This reality The experience in example for user and the convenience of motion are applied, using contactless.It is quick and infrared thermometer error is less Sensitivity is of a relatively high, and gathered data is more convenient.
S2)Process the state parameter and music rhythm parameter, including association status parameter, user emotion index and music Rhythmic parameters.
Step S2)Comprise the following steps.
S21)The state parameter of comprehensive analysis user, music rhythm parameter, including converting electrical signals to data signal.
S22)The data model of state parameter and user emotion index is set up, and associates the data model and joined with music rhythm Number.Data processing module 22 by above-mentioned data collecting module collected to data carry out finishing analysis, such as comprehensive analysis user State parameter, music rhythm parameter, including converting electrical signals to data signal;State parameter is set up with user emotion index Data model, and associate the data model and music rhythm parameter etc..When the state parameter and kinematic parameter of user is analyzed, need The state parameter feature and kinematic parameter feature of user are extracted, state parameter feature, kinematic parameter are characterized in that and refer to state parameter Variation characteristic, such as amplitude of variation size, speed.During finishing analysis judgement conclusion need to be carried out to user emotion index.Judging During user emotion index, mapping table is to judge the standard under User Status.
Human body status parameter values are as described below under normal plateau.
The feature of state parameter is:Mobile steady, heart rate is normal, breathing is steady, body temperature is normal.State parameter is without what During big change, corresponding user emotion feature is also normal, now can represent use in the form of numeral or formula Family moos index, such as<Emotional characteristics> and <Numeral>, wherein emotional characteristics represents the current mood of user, such as angry, happy It is Arabic numerals Deng, numeral, numeral is bigger, represents that the anxious state of mind that is presently in is bigger.
With above-mentioned state parameter as standard, when judging user emotion feature, its standard is as follows.
When the feature of state parameter is:Hyperlocomotion, increased heart rate, be short of breath, body temperature raise.State parameter has greatly Change when, the feature of corresponding user emotion shows as:It is happy, exciting, excited.User emotion index is<It is happy, sharp It is dynamic, excited> and <3>.
When the feature of state parameter is:Hyperlocomotion, increased heart rate, be short of breath, body temperature raise.Corresponding user's feelings The feature of thread shows as:It is angry, angry, manic.User emotion index is<It is angry, angry, manic> and <3>.
When the feature of state parameter is:Mobile constant, heart rate faster or slower is unstable, breathe sometimes fast and sometimes slow, temperature decline. The feature of corresponding user emotion shows as:It is depressed, worried.User emotion index is<It is depressed, worried> and <2>.
When the feature of state parameter is:Hyperlocomotion, increased heart rate, be short of breath, temperature decline.Corresponding user's feelings The feature of thread shows as:It is frightened.User emotion index is<It is frightened> and <2>.
S3)Regulation and control music rhythm.Data model according to corresponding to the moos index of active user, control music is fast Slowly controlling rhythm.
After user emotion index judges, according to user emotion index and the data mould of state parameter and user emotion index Type, and the data model and music rhythm parameter are associated, the music being adapted under active user's mood states is selected, to adjust at present State or to adapt to current state.
As current user emotion index is<It is frightened> and <2>, then happiness, cheerful and light-hearted music can be selected.As worked as Front user emotion index is<It is depressed, worried> and <2>, then light music releive, pleasurable etc. can be selected.
It should be noted that the data model of user emotion index and state parameter and user emotion index and associating The data model and music rhythm parameter are the big datas for being provided according to each marriage counselor and being associated with mood with reference to sound Storehouse comprehensive analysis draws.
S4)Circulation execution step S1)To step S3).
In above-mentioned steps, with further comprising the steps of.
S0)Under any state, user adjusts manually music rhythm.
These are only presently preferred embodiments of the present invention, not to limit the present invention, all spirit in the present invention and Any modification, equivalent and improvement for being made within principle etc., should be included within the scope of the present invention.

Claims (10)

1. a kind of music rhythm of adaptive user mood regulates and controls terminal, it is characterised in that include
One music player, for playing music;
One wearable device, for obtaining the state parameter of user, including physiological parameter, kinematic parameter;For analyzing user's State parameter;And
For the user emotion index corresponding to association status parameter;And
For the music rhythm parameter corresponding to association user moos index;And
For regulating and controlling the music rhythm that the music player is played.
2. the music rhythm of adaptive user mood according to claim 1 regulates and controls terminal, it is characterised in that described to wear The equipment of wearing includes
One parameter acquisition module, for obtaining the state parameter of user;
One data processing module, for processing the state parameter of user;And
For setting up the data model between the state parameter of user and user emotion index;And
For associating the data module and music rhythm parameter;And
For controlling music player, real-time regulation music rhythm;
One data memory module, for data storage, including state parameter, the data model of storage user.
3. the music rhythm of adaptive user mood according to claim 2 regulates and controls terminal, it is characterised in that the parameter Acquisition module includes
One movement detection module, for detecting the moving parameter of user;
One heart rate detection module, for detecting the hrv parameter of user;
One breathing detection module, for detecting the respiration parameter of user;
One temperature detecting module, for detecting the temperature parameter of user's body surface.
4. a kind of music rhythm of adaptive user mood regulates and controls method, it is characterised in that comprise the following steps:
S1)Obtain the state parameter of user, including physiological parameter, kinematic parameter;
S2)Process the state parameter and music rhythm parameter, including association status parameter, user emotion index and music rhythm Parameter;
S3)Regulation and control music rhythm;
S4)Circulation execution step S1)To step S3).
5. the music rhythm of adaptive user mood according to claim 4 regulates and controls method, it is characterised in that the step S1)In, the physiological parameter includes hrv parameter, respiration parameter, the temperature parameter of user's body surface of user.
6. the music rhythm of adaptive user mood according to claim 5 regulates and controls method, it is characterised in that the step S1)In, the kinematic parameter includes the motion of user or inactive state parameter.
7. the music rhythm of adaptive user mood according to claim 6 regulates and controls method, it is characterised in that the step S2)Comprise the following steps:
S21)The state parameter of comprehensive analysis user, music rhythm parameter, including converting electrical signals to data signal;
S22)The data model of state parameter and user emotion index is set up, and associates the data model and music rhythm parameter.
8. the music rhythm of adaptive user mood according to claim 7 regulates and controls method, it is characterised in that the step S22)Include the mapping table of pre-existing state parameter attribute and user emotion feature, judge user's according to mapping table Mood index.
9. the music rhythm of adaptive user mood according to claim 8 regulates and controls method, it is characterised in that the state Parameter attribute includes kinematic parameter variation characteristic and physiological parameter variation characteristic.
10. the music rhythm of adaptive user mood according to claim 6 regulates and controls method, it is characterised in that also include Following steps:
S0)Under any state, user adjusts manually music rhythm.
CN201611015494.6A 2016-11-18 2016-11-18 Music rhythm control terminal and method adaptive to user emotion CN106599057A (en)

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