CN111935583A - Earphone mode control method, earphone mode control device, terminal equipment, earphone mode control system and storage medium - Google Patents
Earphone mode control method, earphone mode control device, terminal equipment, earphone mode control system and storage medium Download PDFInfo
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- CN111935583A CN111935583A CN202010860261.6A CN202010860261A CN111935583A CN 111935583 A CN111935583 A CN 111935583A CN 202010860261 A CN202010860261 A CN 202010860261A CN 111935583 A CN111935583 A CN 111935583A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04R—LOUDSPEAKERS, MICROPHONES, GRAMOPHONE PICK-UPS OR LIKE ACOUSTIC ELECTROMECHANICAL TRANSDUCERS; DEAF-AID SETS; PUBLIC ADDRESS SYSTEMS
- H04R1/00—Details of transducers, loudspeakers or microphones
- H04R1/10—Earpieces; Attachments therefor ; Earphones; Monophonic headphones
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- G—PHYSICS
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- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
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Abstract
The application discloses a method, a device, a terminal device, a system and a storage medium for controlling earphone modes, wherein the method comprises the following steps: acquiring an application type currently used by a mobile terminal and scene information of a scene where the mobile terminal is currently located; and dynamically adjusting the earphone mode of the earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the scene where the mobile terminal is located currently. According to the earphone mode switching method and device, the earphone mode can be automatically adjusted and switched, intelligent control over the earphone mode is achieved, and convenience of a user in using the earphone is improved.
Description
Technical Field
The present application relates to the field of earphone control technologies, and in particular, to an earphone mode control method, apparatus, terminal device, system, and storage medium.
Background
With the development of the technology of intelligent mobile terminals such as mobile phones, the applications of the mobile phones are more and more abundant, and users can make calls, listen to music, watch videos, play games and the like through the mobile phones. Wherein, the earphone is an essential accessory of the mobile phone. According to the application type of the user on the mobile phone, multiple earphone modes can be provided, so that the auditory effect of the user on different application scenes is met, for example, when the user plays games, a Dolby sound effect mode needs to be selected, and the game experience effect is enhanced.
However, in the related art, switching of the headset mode usually requires manual operation of a user, which brings inconvenience to the user.
Disclosure of Invention
The present application mainly aims to provide an earphone mode control method, apparatus, terminal device, system and storage medium, aiming to improve the convenience of using earphones for users.
In order to achieve the above object, the present application provides a headphone mode control method, including the steps of:
acquiring an application type currently used by a mobile terminal and scene information of a scene where the mobile terminal is currently located;
and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal.
The embodiment of the present application further provides an earphone mode control device, where the earphone mode control device includes:
the system comprises an acquisition module, a processing module and a display module, wherein the acquisition module is used for acquiring the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located;
and the adjusting module is used for dynamically adjusting the earphone mode of the earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal.
An embodiment of the present application further provides a terminal device, where the terminal device includes a memory, a processor, and an earphone mode control program stored in the memory and capable of running on the processor, and the earphone mode control program, when executed by the processor, implements the steps of the earphone mode control method described above.
The embodiment of the application further provides an earphone mode control system, which comprises a terminal device and an earphone in communication connection with the terminal device, wherein the terminal device is the terminal device, and the earphone is used for receiving the control instruction of the terminal device and adjusting the earphone mode according to the control instruction.
An embodiment of the present application further provides a computer-readable storage medium, where an earphone mode control program is stored on the computer-readable storage medium, and when the earphone mode control program is executed by a processor, the steps of the earphone mode control method described above are implemented.
According to the earphone mode control method, the earphone mode control device, the terminal equipment, the earphone mode control system and the storage medium, the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located are obtained; and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal. Therefore, according to the technical scheme, the earphone mode can be automatically adjusted and switched according to the application type, the environment and other scene information, the intelligent control on the earphone mode is realized, and the convenience of using the earphone by a user is improved.
Drawings
Fig. 1 is a schematic diagram of functional modules of a terminal device to which an earphone mode control apparatus of the present application belongs;
fig. 2 is a schematic flowchart of an exemplary embodiment of a method for controlling a headset mode according to the present application;
FIG. 3 is a schematic flow chart diagram illustrating another exemplary embodiment of a method for headset mode control according to the present application;
FIG. 4 is a schematic flow chart diagram illustrating a method for controlling headset mode in accordance with a further exemplary embodiment of the present invention;
FIG. 5 is a schematic flow chart diagram illustrating a method for headset mode control according to another exemplary embodiment of the present application;
fig. 6 is a flowchart illustrating a headphone mode control method according to another exemplary embodiment of the present application.
The implementation, functional features and advantages of the objectives of the present application will be further explained with reference to the accompanying drawings.
Detailed Description
It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.
The main solution of the embodiment of the application is as follows: the method comprises the steps of obtaining the current application type of a mobile terminal and the scene information of the current scene of the mobile terminal; and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal. Therefore, according to the technical scheme, the earphone mode can be automatically adjusted and switched according to the application type, the environment and other scene information, the intelligent control over the earphone is achieved, and the convenience of the user in using the earphone is improved.
The embodiment of the present application considers that, in the existing related solutions, switching of the headset mode usually requires manual operation by a user, thereby bringing inconvenience to the user in using the headset.
Therefore, the embodiment of the application provides a solution, the earphone mode can be automatically adjusted and switched according to the application type, environment and other scene information, the intelligent control on the earphone mode is realized, and the convenience of using the earphone by a user is improved.
Specifically, referring to fig. 1, fig. 1 is a schematic diagram of functional modules of a terminal device to which the earphone mode control apparatus belongs. The earphone mode control device may be a device that is independent of the terminal device and can control the earphone mode, and the device may be carried on the terminal device in a form of hardware or software. The terminal device can be an intelligent mobile terminal such as a mobile phone and a tablet personal computer which can be matched with an earphone, and can also be a fixed terminal device or a server which uses the earphone.
In this embodiment, the terminal device to which the earphone mode control apparatus belongs at least includes an output module 110, a processor 120, a memory 130 and a communication module 140.
The memory 130 stores an operating system and an earphone mode control program, and the earphone mode control device can store all earphone modes, the application types currently used by the mobile terminal, the scene information of the current scene of the mobile terminal, and other information in the memory 130; the output module 110 may be a display screen, a speaker, etc. The communication module 140 may include a WIFI module, a mobile communication module, a bluetooth module, and the like, and communicates with an external device or a server through the communication module 140.
Wherein the earphone mode control program in the memory 130, when executed by the processor, implements the steps of:
acquiring an application type currently used by a mobile terminal and scene information of a scene where the mobile terminal is currently located;
and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal.
Further, the earphone mode control program in the memory 130 when executed by the processor further implements the steps of:
and responding to a connection instruction of the mobile terminal to connect to the earphone, and setting the working mode of the earphone to be a default common mode.
Further, the earphone mode control program in the memory 130 when executed by the processor further implements the steps of:
and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located and by combining the historical behavior data of the user.
Further, the earphone mode control program in the memory 130 when executed by the processor further implements the steps of:
and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located and in combination with an earphone mode model, wherein the earphone mode model is trained and completed in advance based on the historical behavior data of the user.
Further, the earphone mode control program in the memory 130 when executed by the processor further implements the steps of:
inputting the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located into the earphone mode model to obtain the earphone mode predicted by the earphone mode model;
and setting the earphone mode predicted by the earphone mode model as the current earphone mode of the earphone connected with the mobile terminal.
Further, the earphone mode control program in the memory 130 when executed by the processor further implements the steps of:
inputting the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located into the earphone mode model to obtain the earphone mode predicted by the earphone mode model and the corresponding prediction accuracy;
pushing the earphone mode predicted by the earphone mode model and the corresponding prediction accuracy to the mobile terminal for selection by a user of the mobile terminal to obtain the earphone mode selected by the user of the mobile terminal;
and setting the earphone mode selected by the user as the current earphone mode of the earphone connected with the mobile terminal.
Further, the earphone mode control program in the memory 130 when executed by the processor further implements the steps of:
and updating the earphone mode model according to the setting condition of the earphone mode predicted by the earphone mode model.
Further, the earphone mode control program in the memory 130 when executed by the processor further implements the steps of:
if the application type currently used by the mobile terminal is audio and the current scene of the mobile terminal is outdoor, dynamically adjusting the earphone mode of an earphone connected with the mobile terminal to be a combined mode of an audio mode and a noise reduction mode;
if the application type used by the mobile terminal at present is a game and the scene where the mobile terminal is located at present is outdoor, dynamically adjusting the earphone mode of the earphone connected with the mobile terminal into a combined mode of an audio mode, a Dolby sound effect mode and a noise reduction mode.
Further, the earphone mode control program in the memory 130 when executed by the processor further implements the steps of:
and if the scene where the mobile terminal is located is detected to be outdoor and the danger coefficient of the outdoor environment reaches a preset coefficient, closing the currently started noise reduction mode.
And if the system running state of the mobile terminal is detected to reach a preset resource threshold value, restoring the earphone mode of the earphone to be a common mode.
Further, the earphone mode control program in the memory 130 when executed by the processor further implements the steps of:
further, the earphone mode control program in the memory 130 when executed by the processor further implements the steps of:
and performing model learning training based on the application type, the scene information and the user historical behavior data of the mobile terminal to obtain a trained earphone mode model.
According to the scheme, the method specifically comprises the steps of obtaining the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located; and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal. Therefore, according to the technical scheme, the earphone mode can be automatically adjusted and switched according to the application type, the environment and other scene information, the intelligent control over the earphone is achieved, and the convenience of the user in using the earphone is improved.
Based on the above terminal device architecture but not limited to the above architecture, embodiments of the method of the present application are provided.
Referring to fig. 2, fig. 2 is a flowchart illustrating an exemplary embodiment of a method for controlling a headset mode according to the present application. The earphone mode control method comprises the following steps:
step S101, acquiring the application type currently used by a mobile terminal and scene information of a scene where the mobile terminal is currently located;
the execution main body of the method of this embodiment may be an earphone mode control device, or may be an earphone mode control terminal device or a server, where this embodiment is exemplified by an earphone mode control device, and the earphone mode control device may be integrated on a terminal device such as a smart phone, a tablet computer, and the like having an earphone mode control function.
According to the technical scheme, the earphone mode can be automatically adjusted and switched according to the application type, the environment and other scene information, intelligent control over the earphone is achieved, and therefore the convenience of the user in using the earphone is improved.
Specifically, when the mobile terminal is connected to the headset, the headset mode of the headset is usually set to be a normal mode by default, and the user can adjust the headset mode as required.
In this embodiment, the earphone mode of the earphone can be dynamically adjusted. Specifically, the method comprises the step of dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the scene where the mobile terminal is located by acquiring the current application type of the mobile terminal and the scene information of the scene where the mobile terminal is located in real time or periodically.
In other embodiments, when the mobile terminal is connected to the headset, the application type currently used by the mobile terminal and the scene information of the current scene of the mobile terminal may be obtained in real time, so that the headset mode of the headset connected to the mobile terminal may be set or dynamically adjusted according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal.
The types of applications related to the headset (i.e. requiring input and output of sound using the headset) on the mobile terminal may include one or more of the following: call, audio, video, camera, game, etc., wherein, from the user use function, the application types can be further classified into call types, such as making a call, audio and video call (such as WeChat); entertainment, such as games, listening to music, playing videos (such as playing movies, dramas, applets, etc.), recording videos, and shooting videos;
the scene information includes one or more of: environment information, node information of the time of the location, system running state information and the like, wherein:
the environment information comprises indoor environment and outdoor environment, and the outdoor environment can be streets, roads, squares and the like;
the time node information may be classified according to day, month, date, etc., and may include: morning, afternoon, evening, or early of the month, middle of the month, end of the month, or working hours and off-hours, or weekends and non-weekends, etc.;
the system operation state information may include a system memory usage (for example, the system memory reaches a preset minimum threshold), a system power usage (for example, the system power is not displayed enough, and reaches a preset minimum threshold), and the like.
Correspondingly, the earphone mode may be classified according to the application type, scene information, and the like, for example, including one or more of the following: a talk mode, an audio mode, a video mode, a camera mode, a game mode, and a noise reduction mode, etc.
In a specific implementation, the type of the application currently used by the mobile terminal is obtained, which may be determined by detecting an application currently running by the mobile terminal, and the application is inputting or outputting sound using an earphone. Thus, the application type currently used by the mobile terminal is judged. For example, the current mobile terminal plays music, makes a phone call, and the like using an earphone.
The time for acquiring the application type currently used by the mobile terminal may be when the mobile terminal is connected to the earphone, or may be triggered to acquire in real time or periodically during the process of using the earphone by the mobile terminal.
And step S102, dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal.
The earphone can be a wireless earphone, such as a bluetooth earphone, or a wired earphone, a mobile terminal such as a mobile phone, and the like, and is in communication connection with the earphone.
As an implementation manner, different application types and scene information may be preset, and the corresponding relationships between the different application types and the scene information and the different headset modes may be preset, so that the headset mode of the headset connected to the mobile terminal may be dynamically adjusted according to the current application type of the mobile terminal and the scene information of the scene where the mobile terminal is currently located.
Examples of application types include: music, movies, games; the scene comprises the following steps: outdoor and indoor; the earphone mode of the earphone is correspondingly set to be the music mode under the indoor music listening scene;
for another example, in an outdoor music listening scene, the earphone mode of the earphone is set to be a music mode + a noise reduction mode;
for another example, in the indoor game playing scene, the earphone mode of the earphone is correspondingly set as the game mode, or the video mode + the dolby sound effect mode;
for another example, in a scene of watching a movie by using an indoor mobile phone, the earphone mode of the earphone is correspondingly set to be a video mode + a dolby sound mode; and so on.
As another embodiment, the step of dynamically adjusting the headset mode of the headset connected to the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located may include:
if the application type currently used by the mobile terminal is audio and the current scene of the mobile terminal is outdoor, dynamically adjusting the earphone mode of an earphone connected with the mobile terminal to be a combined mode of an audio mode and a noise reduction mode, and avoiding the influence of outdoor noise on the audio content heard by a user by increasing the noise reduction mode;
if the application type used by the mobile terminal at present is a game and the scene where the mobile terminal is located is outdoor, dynamically adjusting the earphone mode of the earphone connected with the mobile terminal to be a combined mode of an audio mode, a Dolby sound effect mode and a noise reduction mode, increasing the scene effect of the game through the Dolby sound effect mode, and avoiding the influence of outdoor noise on the game played by a user through the noise reduction mode.
Further, if it is detected that the scene where the mobile terminal is located is outdoor and the danger coefficient of the outdoor environment reaches a preset coefficient, the currently-started noise reduction mode is closed, so that the sound of the surrounding environment including the horn sound of the automobile and the like can be transmitted to the ears of the user, and sufficient sound information is provided for the user to judge the safety of the road.
Further, if it is detected that the system operating state of the mobile terminal reaches a preset resource threshold, the earphone mode of the earphone is recovered to be a normal mode, so as to save system resources.
For example, if it is detected that the system memory of the mobile terminal is reduced to a preset remaining memory threshold, the earphone mode of the earphone is recovered to be a normal mode, so as to save system memory resources; for another example, if it is detected that the power of the mobile terminal is less than a preset remaining power threshold (e.g., less than 20% of the power), the headset mode of the headset is recovered to be a normal mode, i.e., a power saving mode, so as to save the power of the system.
As another implementation, the earphone mode of the earphone connected to the mobile terminal may be dynamically adjusted according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located, and by combining with the historical behavior data of the user. Moreover, the historical behavior data of the user can be trained through a machine learning model to obtain an earphone mode model, so that the earphone mode of an earphone connected with the mobile terminal can be dynamically adjusted by combining the earphone mode model.
According to the scheme, the method specifically comprises the steps of obtaining the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located; and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal. Therefore, according to the technical scheme, the earphone mode can be automatically adjusted and switched according to the application type, the environment and other scene information, the intelligent control over the earphone is achieved, and the convenience of the user in using the earphone is improved.
Referring to fig. 3, fig. 3 is a flowchart illustrating another exemplary embodiment of the headphone mode control method according to the present application. Based on the foregoing embodiment shown in fig. 2, in this embodiment, before the step S101, acquiring the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located, the method further includes:
and S100, responding to a connection instruction of the mobile terminal to the earphone, and setting the working mode of the earphone as a default common mode.
Compared with the embodiment shown in fig. 2, the present embodiment further includes a scheme of setting the working mode of the headset to a default normal mode when the mobile terminal is connected to the headset.
Specifically, considering that when the mobile terminal is initially connected to the headset, the user may not start an application, for example, the user may start music software to listen to music only after connecting a mobile phone to the headset, or start game software to play a game only after connecting the mobile terminal to the headset, when the user does not start an application yet, if the mobile terminal is connected to the headset, the working mode of the headset may be set to a default normal mode, where the normal mode is a general headset mode that is set by default by a system, that is, a mode that does not include functions of noise reduction, specific sound effects, and the like, and may also be referred to as a pass-through mode.
Subsequently, the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal can be obtained in real time or periodically, so that the earphone mode of the earphone connected with the mobile terminal can be dynamically adjusted according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal.
According to the scheme, when the mobile terminal is connected to the earphone, the working mode of the earphone is set to be the default common mode, and subsequently, the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is located are obtained; and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal. Therefore, according to the technical scheme, the earphone mode can be automatically adjusted and switched according to the application type, the environment and other scene information, the intelligent control over the earphone is achieved, and the convenience of the user in using the earphone is improved.
Referring to fig. 4, fig. 4 is a flowchart illustrating a headphone mode control method according to still another exemplary embodiment of the present application. Based on the embodiment shown in fig. 3, in this embodiment, in step S102, dynamically adjusting the headset mode of the headset connected to the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located may include:
and S1021, dynamically adjusting the earphone mode of the earphone connected with the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located and in combination with an earphone mode model, wherein the earphone mode model is trained and completed in advance based on the historical behavior data of the user.
Compared with the embodiment shown in fig. 3, the embodiment further includes a scheme for dynamically adjusting the headset mode of the headset connected to the mobile terminal in combination with the headset mode model.
Specifically, a training model may be learned in advance according to historical behavior data such as usage habits of a user and in combination with an application type and scene information of various scenes where the mobile terminal is located to obtain an earphone mode model, and then the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is located may be input into the earphone mode model to obtain an earphone mode predicted by the earphone mode model; and then setting the earphone mode predicted by the earphone mode model as the current earphone mode of the earphone connected with the mobile terminal.
The historical behavior data such as the use habits of the user can include: the habit of using the earphone by the user in different environments or the habit of using the earphone by the user in different scenes comprises the habit of using the earphone in different time periods, and earphone modes corresponding to the habits are converted into corresponding data parameters for earphone mode training.
When the earphone mode model is trained, the following scheme can be adopted:
as an embodiment, taking a wireless headset as an example, first, the wireless headset needs to complete a pairing connection with the mobile terminal, and the headset is already in an in-ear state, and the user is playing audio through the headset.
At the moment, the user speaks through the opening, and the voice information of the user can be collected through the earphone microphone, so that the mobile terminal system can be triggered to share data through a voice instruction mode.
If the system has not completed the model training learning process and requires parameter input to train the model, then: the system does not configure the parameters of the headset, but performs the training of the model according to the relevant operation of the user.
The user can control the running mode of the earphone through the operation interface of the mobile terminal and can also control the running mode of the earphone by touching the hardware sensor on the earphone; the system inputs current earphone mode parameters, microphone data parameters and the like to perform model training, and simultaneously sends a control command to the earphone to set the earphone mode.
When model training is performed, various sample data such as an application type, scene information, system related information, a user-selected earphone mode and the like need to be collected and format conversion is performed; then, training a model and updating the model by using an artificial intelligence algorithm; in the model, the corresponding relations between the sample data such as various application types and scene information and the earphone mode selected by the user are configured, and the corresponding relations are input into the model for training.
And finally, the proper earphone mode can be accurately predicted through the trained earphone mode model.
Specifically, model training can be performed according to the application type selected by the user and the earphone mode selected by the user, and in combination with currently acquired scene information of the scene where the mobile terminal is located, the information is input to the earphone mode model through a corresponding parameter format and used as a sample data training model, and the trained earphone mode model is obtained.
The types of applications related to the headset (i.e. requiring input and output of sound using the headset) on the mobile terminal may include one or more of the following: the application types can be further classified into call types such as making a call, audio and video calls (such as WeChat), entertainment types such as games, listening to music, video playing (such as playing movies, TV plays, applets and the like), video recording and shooting and the like from the aspect of using functions of users;
the scene information includes one or more of: environment information, node information of the time of the location, and system running state information, wherein:
the environment information comprises information of indoor environment and outdoor environment, and the outdoor environment can be streets, roads, squares and the like; outdoor environmental information can include the environmental sound of noisy on-road car water horse etc. in addition, environmental information can also include: the motion track of the earphone and the like can be used for determining the state of the earphone according to the motion track of the earphone, for example, when a user runs and listens to music, the user can be determined to be in a running state according to the motion track of regular shaking of the earphone, and meanwhile, the user can be determined to be in an outdoor running state by combining with other current environment information, such as image information of night streetscapes, runways and the like collected by a camera.
The time node information may be classified according to day, month, date, etc., and may include: morning, afternoon, evening, or early of the month, middle of the month, end of the month, or working hours and off-hours, or weekends and non-weekends, etc.;
the system operation state information may include a system memory usage (for example, the system memory reaches a preset minimum threshold), a system power usage (for example, the system power is not displayed enough, and reaches a preset minimum threshold), and the like.
Correspondingly, the earphone mode may be classified according to the application type, scene information, and the like, for example, including one or more of the following: a talk mode, an audio mode, a video mode, a camera mode, a game mode, and a noise reduction mode, etc.
Therefore, by introducing the scene information, the accuracy and the application range of the earphone mode prediction can be increased. For example, the habit of using the earphone by the user in different environments can be learned through environment sounds, the user can be intelligently reminded when the user is in an environment with a higher danger coefficient, and the personal safety index of the user is improved; for another example, if the system analyzes that the current environment of the user is around the road, the system may prompt the user to turn off the noise reduction mode, so that the sound of the surrounding environment including the horn of the automobile and the like may be transmitted to the ears of the user, and provide the user with sufficient sound information to judge the safety of the road.
The various scene information can be input into the earphone mode model as sample data to carry out model training, so that the effectiveness of the earphone mode model training is improved, meanwhile, the safety of a user is also improved, the user experience is further improved, and the use habit of the user is met.
In a specific implementation, the sample data may be subdivided into application-related parameters and scene-related parameters, where the application-related parameters include: music mode parameter, video mode parameter, camera mode parameter, phone mode parameter;
the scene-related parameters include: earphone mode parameters, microphone data parameters, environment mode parameters; a system power consumption parameter, a power saving mode parameter; user selected headphone mode parameters, etc.
If the current earphone mode model is trained, the currently input real-time data can be analyzed through the trained earphone mode model, so that the currently most suitable earphone mode is analyzed, and a user can be prompted whether to update the earphone mode.
In the training process of the earphone mode model, the matching degree between the mode recommended by the system and the mode selected by the user can be gradually improved through continuous learning, the mode can be accurately predicted by the system when the environmental parameters are changed, and the mode of the earphone can be automatically set.
As another embodiment, in a scheme of adjusting a headset mode of a headset connected to a mobile terminal using a headset mode model, the following scheme may be further employed:
inputting the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located into the earphone mode model to obtain the earphone mode predicted by the earphone mode model and the corresponding prediction accuracy;
pushing the earphone mode predicted by the earphone mode model and the corresponding prediction accuracy to the mobile terminal for selection by a user of the mobile terminal to obtain the earphone mode selected by the user of the mobile terminal;
then, the earphone mode selected by the user is set as the current earphone mode of the earphone connected with the mobile terminal.
According to the scheme, the method specifically comprises the steps of obtaining the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located; and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located and in combination with an earphone mode model. Therefore, according to the technical scheme, the earphone mode can be automatically adjusted and switched according to the application type, the environment and other scene information, the intelligent control over the earphone is achieved, and the convenience of the user in using the earphone is improved.
Referring to fig. 5, fig. 5 is a flowchart illustrating a headphone mode control method according to another exemplary embodiment of the present application. Based on the embodiment shown in fig. 4, in this embodiment, the method for controlling earphone mode further includes:
and step S103, updating the earphone mode model according to the earphone mode setting condition predicted by the earphone mode model.
Compared with the embodiment shown in fig. 4, the present embodiment further includes a scheme of updating the headphone mode model.
After the completion of the headphone mode model, the headphone mode model may be further updated by the subsequent application of the headphone mode model. For example, the earphone mode model can be updated according to the earphone mode predicted by the currently obtained earphone mode model, the corresponding prediction accuracy and the earphone mode actually selected by the user at present, so that the prediction accuracy of the earphone mode model can be further improved, and the user experience is improved.
Referring to fig. 6, fig. 6 is a flowchart illustrating a headphone mode control method according to another exemplary embodiment of the present application. Based on the embodiment shown in fig. 5, in this embodiment, before the step S101, acquiring the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located, the method further includes:
and S1001, performing model learning training based on the application type, the scene information and the user historical behavior data of the mobile terminal to obtain a trained earphone mode model.
Compared with the embodiment shown in fig. 5, the present embodiment further includes a scheme for training the headphone pattern model.
Specifically, a training model can be learned according to historical behavior data such as usage habits of a user and by combining application types and scene information of various scenes where the mobile terminal is located to obtain an earphone mode model, and then the application types currently used by the mobile terminal and the scene information of the scenes where the mobile terminal is located can be input into the earphone mode model to obtain an earphone mode predicted by the earphone mode model; and then setting the earphone mode predicted by the earphone mode model as the current earphone mode of the earphone connected with the mobile terminal.
The historical behavior data such as the use habits of the user can include: the habits of the user using the earphone in different environments are converted into corresponding data parameters to carry out earphone mode training, and the earphone modes corresponding to the habits are converted into corresponding data parameters.
When the earphone mode model is trained, the following scheme can be adopted:
taking the wireless headset as an example, first, the wireless headset needs to complete the pairing connection with the mobile terminal, and the headset is already in an in-ear state, and the user is playing audio through the headset.
At the moment, the user speaks through the opening, and the voice information of the user can be collected through the earphone microphone, so that the mobile terminal system can be triggered to share data.
If the system has not completed the model training learning process and requires parameter input to train the model, then: the system does not configure the parameters of the headset, but performs the training of the model according to the relevant operation of the user.
The user can control the running mode of the earphone through the operation interface of the mobile terminal and can also control the running mode of the earphone by touching the hardware sensor on the earphone; the system inputs current earphone mode parameters, microphone data parameters and the like to perform model training, and simultaneously sends a control command to the earphone to set the earphone mode.
When model training is performed, various sample data such as an application type, scene information, system related information, a user-selected earphone mode and the like need to be collected and format conversion is performed; then, training a model and updating the model by using an artificial intelligence algorithm; in the model, sample data of various application types, scene information and the like are configured, corresponding relations between the sample data and the earphone modes selected by the user are configured, and the corresponding relations are input into the model for training.
And finally, the proper earphone mode can be accurately predicted through the trained earphone mode model.
Specifically, model training can be performed according to the application type selected by the user and the earphone mode selected by the user, and in combination with currently acquired scene information of the scene where the mobile terminal is located, the information is input to the earphone mode model through a corresponding parameter format and used as a sample data training model, and the trained earphone mode model is obtained.
The types of applications related to the headset (i.e. requiring input and output of sound using the headset) on the mobile terminal may include one or more of the following: the application types can be further classified into call types such as making a call, audio and video calls (such as WeChat), entertainment types such as games, listening to music, video playing (such as playing movies, TV plays, applets and the like), video recording and shooting and the like from the aspect of using functions of users;
the scene information includes one or more of: environment information, node information of the time of the location, and system running state information, wherein:
the environment information comprises information of indoor environment and outdoor environment, and the outdoor environment can be streets, roads, squares and the like; outdoor environmental information can include the environmental sound of noisy on-road car water horse etc. in addition, environmental information can also include: the motion track of the earphone and the like can be used for determining the state of the earphone according to the motion track of the earphone, for example, when a user runs and listens to music, the user can be determined to be in a running state according to the motion track of regular shaking of the earphone, and meanwhile, the user can be determined to be in an outdoor running state by combining with other current environment information, such as image information of night streetscapes, runways and the like collected by a camera.
The time node information may be classified according to day, month, date, etc., and may include: morning, afternoon, evening, or early of the month, middle of the month, end of the month, or working hours and off-hours, or weekends and non-weekends, etc.;
the system operation state information may include a system memory usage (for example, the system memory reaches a preset minimum threshold), a system power usage (for example, the system power is not displayed enough, and reaches a preset minimum threshold), and the like.
Correspondingly, the earphone mode may be classified according to the application type, scene information, and the like, for example, including one or more of the following: a talk mode, an audio mode, a video mode, a camera mode, a game mode, and a noise reduction mode, etc.
Therefore, by introducing the scene information, the accuracy and the application range of the earphone mode prediction can be increased. For example, the habit of using the earphone by the user in different environments can be learned through environment sounds, the user can be intelligently reminded when the user is in an environment with a higher danger coefficient, and the personal safety index of the user is improved; for another example, if the system analyzes that the current environment of the user is around the road, the system may prompt the user to turn off the noise reduction mode, so that the sound of the surrounding environment including the horn of the automobile and the like may be transmitted to the ears of the user, and provide the user with sufficient sound information to judge the safety of the road.
The above factors can be used as sample data to input the earphone mode model for model training, so that the effectiveness of the earphone mode model training is improved, the safety of a user is improved, the user experience is improved, and the use habit of the user is met.
If the training of the earphone mode model is finished, the currently input real-time data can be analyzed through the trained earphone mode model, so that the currently most suitable earphone mode is analyzed, and a user can be prompted whether to update the earphone mode.
In the training process of the earphone mode model, the matching degree between the mode recommended by the system and the mode selected by the user can be gradually improved through continuous learning, the mode can be accurately predicted through the model by the system when the environmental parameters are changed, and the mode of the earphone is automatically set.
According to the scheme, model learning training is carried out based on the application type, the scene information and the user historical behavior data of the mobile terminal, a trained earphone mode model is obtained, and the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is located are obtained; and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located and in combination with an earphone mode model. Therefore, according to the technical scheme, the earphone mode can be automatically adjusted and switched according to the application type, the environment and other scene information, the intelligent control over the earphone is achieved, and the convenience of the user in using the earphone is improved.
In addition, an embodiment of the present application further provides an earphone mode control device, where the earphone mode control device includes:
the system comprises an acquisition module, a processing module and a display module, wherein the acquisition module is used for acquiring the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located;
and the adjusting module is used for dynamically adjusting the earphone mode of the earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal.
For the principle and implementation process of implementing earphone mode control, please refer to the above embodiments, which are not described herein again.
In addition, a terminal device is further provided in an embodiment of the present application, where the terminal device includes a memory, a processor, and a headset mode control program stored on the memory and executable on the processor, and when the headset mode control program is executed by the processor, the steps of the headset mode control method according to the above embodiment are implemented.
In addition, an embodiment of the present application further provides an earphone mode control system, where the system includes a terminal device and an earphone in communication connection with the terminal device, the terminal device is the terminal device described in the above embodiment, and the number of the earphones may be a plurality of earphones, and the earphones are used to receive a control instruction of the terminal device and adjust an earphone mode according to the control instruction.
Specifically, for an example of interaction between a mobile terminal and a headset, the mobile terminal may include: the system comprises an artificial intelligence module, a mode management module, an audio processing module and a communication module;
the headset correspondence may include: the device comprises a mode setting module, an audio processing module and a communication module.
The communication module is responsible for direct discovery pairing connection of the mobile terminal and the earphone and provides a data transmission channel.
The audio processing module at the earphone end needs to process the audio data collected by the microphone and is also responsible for processing the audio data transmitted from the mobile terminal side.
And the audio processing module at the mobile terminal side is responsible for processing the audio data transmitted from the earphone side.
And the mode setting module at the earphone end is responsible for configuring proper system parameters at the earphone end according to the mode specified by the mobile terminal side.
The mode management module at the mobile terminal side is responsible for managing the historical mode data and the current mode parameters of the earphone terminal, managing other environmental parameters and system modes related to the system, interacting with the artificial intelligence module and transmitting the predicted earphone mode value to the earphone in time through the communication module.
The artificial intelligence module at the mobile terminal side is responsible for training data, the training data comprises data of a mobile phone end and data transmitted from an earphone end, the data are collected and formatted uniformly at the mobile phone end, the formatted data are used for model training and updating, and finally, the earphone mode can be predicted according to current application type, environment parameters and other scene information.
In addition, since the earphone mode control program is executed by the processor, all technical solutions of all the foregoing embodiments are adopted, so that at least all the beneficial effects brought by all the technical solutions of all the foregoing embodiments are achieved, and detailed description is omitted here.
In addition, an embodiment of the present application further provides a computer-readable storage medium, where a headset mode control program is stored on the computer-readable storage medium, and when executed by a processor, the headset mode control program implements the steps of the headset mode control method according to the embodiment.
Since the earphone mode control program is executed by the processor, all technical solutions of all the foregoing embodiments are adopted, so that at least all the beneficial effects brought by all the technical solutions of all the foregoing embodiments are achieved, and details are not repeated herein.
Compared with the prior art, the earphone mode control method, the earphone mode control device, the terminal equipment, the earphone mode control system and the storage medium provided by the embodiment of the application acquire the currently used application type of the mobile terminal and the scene information of the current scene of the mobile terminal; and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal. Therefore, according to the technical scheme, the earphone mode can be automatically adjusted and switched according to the application type, the environment and other scene information, the intelligent control over the earphone is achieved, and the convenience of the user in using the earphone is improved.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or system that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or system. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or system that comprises the element.
The above-mentioned serial numbers of the embodiments of the present application are merely for description and do not represent the merits of the embodiments.
Through the above description of the embodiments, those skilled in the art will clearly understand that the method of the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but in many cases, the former is a better implementation manner. Based on such understanding, the technical solutions of the present application may be embodied in the form of a software product, which is stored in a storage medium (e.g., ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal device (e.g., a mobile phone, a computer, a server, a controlled terminal, or a network device) to execute the method of each embodiment of the present application.
The above description is only a preferred embodiment of the present application, and not intended to limit the scope of the present application, and all modifications of equivalent structures and equivalent processes, which are made by the contents of the specification and the drawings of the present application, or which are directly or indirectly applied to other related technical fields, are included in the scope of the present application.
Claims (16)
1. A headphone mode control method, characterized in that the headphone mode control method comprises the steps of:
acquiring an application type currently used by a mobile terminal and scene information of a scene where the mobile terminal is currently located;
and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal.
2. The method of claim 1, wherein the step of obtaining the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located further comprises:
and responding to a connection instruction of the mobile terminal to connect to the earphone, and setting the working mode of the earphone to be a default common mode.
3. The method of claim 1, wherein the step of dynamically adjusting the headset mode of the headset connected to the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located comprises:
and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located and by combining the historical behavior data of the user.
4. The method of claim 1, wherein the step of dynamically adjusting the headset mode of the headset connected to the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located comprises:
and dynamically adjusting the earphone mode of an earphone connected with the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located and in combination with an earphone mode model, wherein the earphone mode model is trained and completed in advance based on the historical behavior data of the user.
5. The method of claim 4, wherein the step of dynamically adjusting the headset mode of a headset connected to the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located, in combination with the headset mode model, comprises:
inputting the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located into the earphone mode model to obtain the earphone mode predicted by the earphone mode model;
and setting the earphone mode predicted by the earphone mode model as the current earphone mode of the earphone connected with the mobile terminal.
6. The method of claim 4, wherein the step of dynamically adjusting the headset mode of a headset connected to the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located, in combination with the headset mode model, comprises:
inputting the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located into the earphone mode model to obtain the earphone mode predicted by the earphone mode model and the corresponding prediction accuracy;
pushing the earphone mode predicted by the earphone mode model and the corresponding prediction accuracy to the mobile terminal for selection by a user of the mobile terminal to obtain the earphone mode selected by the user of the mobile terminal;
and setting the earphone mode selected by the user as the current earphone mode of the earphone connected with the mobile terminal.
7. The headphone mode control method as recited in claim 6, wherein the headphone mode control method further comprises:
and updating the earphone mode model according to the setting condition of the earphone mode predicted by the earphone mode model.
8. The headset mode control method of claim 1, wherein the application type comprises one or more of: talk, audio, video, camera, games;
the scene information includes one or more of: environment information, node information of the time of the location and system running state information;
the headset mode includes one or more of: a talk mode, an audio mode, a video mode, a camera mode, a game mode, and a noise reduction mode.
9. The method of claim 8, wherein the step of dynamically adjusting the headset mode of the headset connected to the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located comprises:
if the application type currently used by the mobile terminal is audio and the current scene of the mobile terminal is outdoor, dynamically adjusting the earphone mode of an earphone connected with the mobile terminal to be a combined mode of an audio mode and a noise reduction mode;
if the application type used by the mobile terminal at present is a game and the scene where the mobile terminal is located at present is outdoor, dynamically adjusting the earphone mode of the earphone connected with the mobile terminal into a combined mode of an audio mode, a Dolby sound effect mode and a noise reduction mode.
10. The method of claim 9, wherein the step of dynamically adjusting the headset mode of the headset connected to the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located further comprises:
and if the scene where the mobile terminal is located is detected to be outdoor and the danger coefficient of the outdoor environment reaches a preset coefficient, closing the currently started noise reduction mode.
11. The method of claim 9, wherein the step of dynamically adjusting the headset mode of the headset connected to the mobile terminal according to the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located further comprises:
and if the system running state of the mobile terminal is detected to reach a preset resource threshold value, restoring the earphone mode of the earphone to be a common mode.
12. The method for controlling earphone mode according to any one of claims 4-7, wherein the step of obtaining the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located further comprises:
and performing model learning training based on the application type, the scene information and the user historical behavior data of the mobile terminal to obtain a trained earphone mode model.
13. A headset mode control device, characterized in that the headset mode control device comprises:
the system comprises an acquisition module, a processing module and a display module, wherein the acquisition module is used for acquiring the application type currently used by the mobile terminal and the scene information of the scene where the mobile terminal is currently located;
and the adjusting module is used for dynamically adjusting the earphone mode of the earphone connected with the mobile terminal according to the current application type of the mobile terminal and the scene information of the current scene of the mobile terminal.
14. A terminal device, characterized in that the terminal device comprises a memory, a processor and a headset mode control program stored on the memory and executable on the processor, which headset mode control program, when executed by the processor, carries out the steps of the headset mode control method according to any one of claims 1-12.
15. An earphone mode control system, characterized in that, the system includes a terminal device and an earphone communicatively connected with the terminal device, the terminal device is the terminal device of claim 14, the earphone is used to receive the control command of the terminal device, and adjust the earphone mode according to the control command.
16. A computer-readable storage medium, having stored thereon a headset mode control program, which when executed by a processor, performs the steps of the headset mode control method according to any one of claims 1-12.
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| WO2023093113A1 (en) * | 2021-11-23 | 2023-06-01 | 深圳市锐尔觅移动通信有限公司 | Mode switching method and apparatus, and audio playing device and computer-readable medium |
| CN117041803A (en) * | 2023-08-30 | 2023-11-10 | 江西瑞声电子有限公司 | Earphone playing control method, electronic equipment and storage medium |
| CN117041803B (en) * | 2023-08-30 | 2024-03-22 | 江西瑞声电子有限公司 | Earphone playing control method, electronic equipment and storage medium |
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