System

Abstract

The system according to the embodiment aims to maximize the healing effect from the ear.SOLUTION: A system includes audio glasses, a speaker, a vibration device, a heavy low-pitched sound vibration part, and an ultrasonic part. The audio glasses include a speaker built in a portion to be put on the ear. The speaker operates in conjunction with the vibration device. The vibration device may provide a heavy low-pitched sound vibration part. The heavy low-pitched sound vibration part may be provided by a vibration device. The ultrasonic part is provided by a speaker.SELECTED DRAWING: Figure 1

Description

[Technical Field]

[0001] The technology of the present disclosure relates to a system. [Background technology]

[0002] Patent document 1 discloses a persona chatbot control method performed by at least one processor, the method including the steps of receiving a user utterance, adding the user utterance to a prompt including an instruction sentence related to a description of the chatbot character, encoding the prompt, and inputting the encoded prompt into a language model to generate a chatbot utterance in response to the user utterance. [Prior art documents] [Patent documents]

[0003] [Patent Document 1] Japanese Patent Publication No. 2022-180282 Summary of the Invention [Problem to be solved by the invention]

[0004] Conventional technology does not adequately provide means for maximizing the healing effect from the ears, and there is room for improvement.

[0005] The system according to the embodiment aims to maximize the healing effect from the ears. [Means for solving the problem]

[0006] A system according to an embodiment includes audio glasses, a speaker, a vibration device, a deep bass vibration unit, and an ultrasonic unit. The audio glasses include a speaker built into the earpiece. The speaker operates in conjunction with the vibration device. The vibration device provides the deep bass vibration unit. The deep bass vibration unit is provided by the vibration device. The ultrasonic unit is provided by the speaker. [Effects of the Invention]

[0007] The system according to the embodiment can maximize the healing effect from the ears. [Brief explanation of the drawings]

[0008] [Figure 1] 1 is a conceptual diagram showing an example of the configuration of a data processing system according to a first embodiment. [Figure 2] 1 is a conceptual diagram showing an example of main functions of a data processing device and a smart device according to a first embodiment. [Figure 3] FIG. 10 is a conceptual diagram showing an example of the configuration of a data processing system according to a second embodiment. [Figure 4] FIG. 10 is a conceptual diagram showing an example of main functions of a data processing device and smart glasses according to a second embodiment. [Figure 5] FIG. 10 is a conceptual diagram showing an example of the configuration of a data processing system according to a third embodiment. [Figure 6] FIG. 11 is a conceptual diagram showing an example of main functions of a data processing device and a headset-type terminal according to a third embodiment. [Figure 7] FIG. 10 is a conceptual diagram showing an example of the configuration of a data processing system according to a fourth embodiment. [Figure 8] FIG. 10 is a conceptual diagram showing an example of main functions of a data processing device and a robot according to a fourth embodiment. [Figure 9] 1 shows an emotion map onto which multiple emotions are mapped. [Figure 10] 1 shows an emotion map onto which multiple emotions are mapped. DETAILED DESCRIPTION OF THE INVENTION

[0009] An example of an embodiment of a system according to the technology of the present disclosure will be described below with reference to the accompanying drawings.

[0010] First, the terms used in the following description will be explained.

[0011] In the following embodiments, a coded processor (hereinafter simply referred to as a "processor") may be a single arithmetic device or a combination of multiple arithmetic devices. Furthermore, the processor may be a single type of arithmetic device or a combination of multiple types of arithmetic devices. Examples of arithmetic devices include a CPU (Central Processing Unit), a GPU (Graphics Processing Unit), a GPGPU (General-Purpose computing on Graphics Processing Units), an APU (Accelerated Processing Unit), or a TPU (Tensor Processing Unit).

[0012] In the following embodiments, a coded RAM (Random Access Memory) is a memory in which information is temporarily stored and is used as a working memory by a processor.

[0013] In the following embodiments, the coded storage is one or more non-volatile storage devices that store various programs, various parameters, etc. Examples of non-volatile storage devices include flash memory (SSD (Solid State Drive)), magnetic disks (e.g., hard disks), and magnetic tapes.

[0014] In the following embodiments, a communication I / F (Interface) with a symbol is an interface including a communication processor, an antenna, etc. The communication I / F controls communication between multiple computers. Examples of communication standards applied to the communication I / F include wireless communication standards including 5G (5th Generation Mobile Communication System), Wi-Fi (registered trademark), and Bluetooth (registered trademark).

[0015] In the following embodiments, "A and / or B" is synonymous with "at least one of A and B." In other words, "A and / or B" means that it may be only A, only B, or a combination of A and B. Furthermore, in this specification, the same concept as "A and / or B" is also applied when three or more things are expressed connected by "and / or."

[0016] [First embodiment] FIG. 1 shows an example of the configuration of a data processing system 10 according to the first embodiment.

[0017] 1, a data processing system 10 includes a data processing device 12 and a smart device 14. An example of the data processing device 12 is a server.

[0018] The data processing device 12 includes a computer 22, a database 24, and a communication I / F 26. The computer 22 includes a processor 28, a RAM 30, and a storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication I / F 26 are also connected to the bus 34. The communication I / F 26 is connected to a network 54. Examples of the network 54 include a WAN (Wide Area Network) and / or a LAN (Local Area Network).

[0019] The smart device 14 includes a computer 36, a reception device 38, an output device 40, a camera 42, and a communication I / F 44. The computer 36 includes a processor 46, a RAM 48, and a storage 50. The processor 46, the RAM 48, and the storage 50 are connected to a bus 52. The reception device 38, the output device 40, and the camera 42 are also connected to the bus 52.

[0020] The reception device 38 includes a touch panel 38A and a microphone 38B, and receives user input. The touch panel 38A detects contact with a pointer (for example, a pen or a finger) to receive user input by the touch of the pointer. The microphone 38B detects the user's voice to receive user input by voice. The control unit 46A transmits data indicating the user input received by the touch panel 38A and the microphone 38B to the data processing device 12. In the data processing device 12, the specific processing unit 290 (see FIG. 2) acquires the data indicating the user input.

[0021] Output device 40 includes a display 40A and a speaker 40B, and presents data to a user by outputting the data in a form of expression that the user can perceive (e.g., audio and / or text). Display 40A displays visible information such as text and images in accordance with instructions from processor 46. Speaker 40B outputs audio in accordance with instructions from processor 46. Camera 42 is a compact digital camera equipped with an optical system including a lens, aperture, and shutter, and an imaging element such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor.

[0022] The communication I / F 44 is connected to a network 54. The communication I / Fs 44 and 26 control the exchange of various information between the processor 46 and the processor 28 via the network 54.

[0023] FIG. 2 shows an example of the main functions of the data processing device 12 and the smart device 14.

[0024] 2, in the data processing device 12, a specific process is performed by the processor 28. A specific processing program 56 is stored in the storage 32. The specific processing program 56 is an example of a "program" according to the technology of the present disclosure. The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific process is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30.

[0025] The storage 32 stores a data generation model 58 and an emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290. The identification processing unit 290 can estimate the user's emotion using the emotion identification model 59 and perform identification processing using the user's emotion.

[0026] In the smart device 14, the specific processing is performed by the processor 46. The storage 50 stores a specific processing program 60. The specific processing program 60 is used together with the specific processing program 56 by the data processing system 10. The processor 46 reads the specific processing program 60 from the storage 50 and executes the read specific processing program 60 on the RAM 48. The specific processing is realized by the processor 46 operating as the control unit 46A in accordance with the specific processing program 60 executed on the RAM 48. Note that the smart device 14 may have a data generation model and an emotion identification model similar to the data generation model 58 and the emotion identification model 59.

[0027] Note that a device other than the data processing device 12 may have the data generation model 58. For example, a server device (e.g., a generation server) may have the data generation model 58. In this case, the data processing device 12 obtains a processing result (prediction result, etc.) using the data generation model 58 by communicating with the server device having the data generation model 58. Furthermore, the data processing device 12 may be a server device, or may be a terminal device owned by a user (e.g., a mobile phone, a robot, a home appliance, etc.). Next, an example of processing by the data processing system 10 according to the first embodiment will be described.

[0028] (Example 1) The audio glasses system according to an embodiment of the present invention is a system that provides healing through the ears. This system utilizes deep bass vibrations and ultrasound to provide anti-depression, mental care, and motivation enhancement. As a result, the audio glasses system provides healing through the ears, and can provide anti-depression, mental care, and motivation enhancement.

[0029] An audio glasses system according to an embodiment includes a speaker, a vibration device, a deep bass vibration unit, and an ultrasonic unit. The speaker is built into the portion worn on the ear. For example, the speaker may be a small speaker built into the frame of the glasses, and play music or sounds of a specific frequency. The vibration device operates in conjunction with the speaker. For example, the vibration device vibrates in time with the sound from the speaker to transmit sound vibrations to the ear. The deep bass vibration unit is provided by the vibration device. For example, the deep bass vibration unit reproduces low frequencies in the range of 20 Hz to 100 Hz and transmits these vibrations to the ear, thereby providing a relaxing effect and stress reduction. The ultrasonic unit is provided by the speaker. For example, the ultrasonic unit reproduces high frequencies in the range of 20 kHz to 40 kHz and transmits these sounds to the ear, thereby improving concentration and motivation. As a result, the audio glasses system according to an embodiment provides healing through the ears, and can achieve anti-depression, mental care, and motivation improvement.

[0030] The speaker can be equipped with a function that automatically adjusts to the shape of the ear. For example, the speaker can 3D scan the shape of the ear and optimize the speaker position based on that data. The speaker can also adjust the direction and intensity of the sound based on the shape of the ear. Furthermore, the speaker has a built-in sensor that automatically adjusts to the shape of the ear and makes adjustments in real time. This allows for an optimal acoustic experience for the user's ears.

[0031] The speaker and vibration device can have a function to adjust output in real time based on biometric information. For example, the speaker and vibration device can monitor the user's heart rate or galvanic skin response and adjust output in real time based on that data. The speaker and vibration device can also have an algorithm that automatically adjusts output based on biometric information. Furthermore, the speaker and vibration device can analyze the user's biometric information in real time and adjust output based on the results. This makes it possible to provide an optimal acoustic experience based on the user's biometric information.

[0032] Audio glasses can be equipped with built-in LED lights to provide a visual relaxation effect, and the combination of sound and light can enhance the healing effect. For example, audio glasses can be equipped with built-in LED lights to provide a visual relaxation effect, and the color and brightness of the light can be changed in sync with the music. Furthermore, audio glasses can use relaxing colors (blue or green) to provide a visual relaxation effect. This enhances the healing effect through the combination of sound and light.

[0033] Audio Glasses have a built-in scent-emitting function, which can be combined with aromatherapy to provide a relaxation effect. For example, Audio Glasses have a built-in scent-emitting function, which can be combined with aromatherapy to enhance the relaxation effect. Audio Glasses can also have a built-in scent-emitting function, which can emit the relaxing scent of lavender. Furthermore, Audio Glasses have a built-in scent-emitting function, which can be combined with music or vibration to provide comprehensive relaxation. This allows the combination of scent and sound to provide comprehensive relaxation.

[0034] The deep bass vibration unit can have a function for optimizing and individually customizing based on the user's brainwave pattern. For example, the deep bass vibration unit analyzes the user's brainwave pattern and optimizes the frequency of the deep bass vibration based on the data. The deep bass vibration unit also has an algorithm for individually customizing the frequency of the deep bass vibration based on the brainwave pattern. Furthermore, the deep bass vibration unit can analyze the user's brainwave pattern in real time and adjust the frequency of the deep bass vibration based on the results. This makes it possible to provide optimal deep bass vibration based on the user's brainwave pattern.

[0035] The deep bass vibration unit can have the function of providing a localized relaxation effect by transmitting the deep bass vibration to a specific body part. The deep bass vibration unit can, for example, have a device for transmitting the deep bass vibration to a specific body part, thereby providing a localized relaxation effect. Furthermore, the deep bass vibration unit can enhance the localized relaxation effect by transmitting the deep bass vibration to a specific body part. Furthermore, the deep bass vibration unit can have a program for transmitting the deep bass vibration to a specific body part, thereby providing a localized relaxation effect. This makes it possible to provide a relaxation effect to a specific body part.

[0036] The deep bass vibration unit can have a function to provide not only music but also natural sounds and environmental sounds in combination, thereby realizing a wider variety of relaxation effects. The deep bass vibration unit, for example, provides not only music but also natural sounds and environmental sounds in combination. The deep bass vibration unit also has a relaxation program that combines natural sounds and environmental sounds. Furthermore, the deep bass vibration unit has a program for providing a relaxation effect that combines music, natural sounds, and environmental sounds. This makes it possible to provide a wider variety of relaxation effects by combining music, natural sounds, and environmental sounds.

[0037] The deep bass vibration unit can be combined with binaural beats to promote brainwave synchronization and provide deep relaxation. The deep bass vibration unit can be combined with, for example, binaural beats to promote brainwave synchronization. The deep bass vibration unit also includes a relaxation program combined with binaural beats. Furthermore, the deep bass vibration unit includes a system that combines binaural beats and deep bass vibrations to promote brainwave synchronization. This allows the combination of binaural beats and deep bass vibrations to provide deep relaxation.

[0038] The ultrasound unit may have a function for optimizing and individually customizing based on the user's brainwave pattern. For example, the ultrasound unit may analyze the user's brainwave pattern and optimize the ultrasound frequency based on the data. The ultrasound unit may also have an algorithm for individually customizing the ultrasound frequency based on the brainwave pattern. Furthermore, the ultrasound unit may analyze the user's brainwave pattern in real time and adjust the ultrasound frequency based on the results. This allows optimal ultrasound to be provided based on the user's brainwave pattern.

[0039] The ultrasound unit can have a function of further improving concentration and motivation by targeting and transmitting to a specific brain region. The ultrasound unit can, for example, improve concentration and motivation by targeting and transmitting to a specific brain region. Furthermore, the ultrasound unit can improve concentration and motivation by concentrating ultrasound on a specific brain region. Furthermore, the ultrasound unit can have a device for transmitting ultrasound to a specific brain region, thereby improving concentration and motivation. This makes it possible to concentrate ultrasound on a specific brain region and improve concentration and motivation.

[0040] The ultrasound unit can have a function to further enhance motivation by providing not only music but also positive messages and affirmations in combination. The ultrasound unit, for example, provides not only music but also positive messages and affirmations in combination. The ultrasound unit also has a motivation enhancement program combined with positive messages and affirmations. The ultrasound unit also has a program for providing a motivation enhancement effect by combining music, positive messages, and affirmations. This makes it possible to enhance motivation by combining music, positive messages, and affirmations.

[0041] The ultrasound unit can have a function of providing a comprehensive concentration improvement program in combination with visual stimuli. The ultrasound unit, for example, provides a comprehensive concentration improvement program in combination with visual stimuli. The ultrasound unit also has a concentration improvement program combined with visual stimuli (video or animation). Furthermore, the ultrasound unit has a system for providing a concentration improvement program that combines ultrasound and visual stimuli. This allows for the combination of visual stimuli and ultrasound to improve concentration.

[0042] The audio glasses can be equipped with a function to monitor the user's biometric information along with music and natural sounds and adjust the music and natural sounds in real time to enhance the antidepressant effect. For example, the audio glasses monitor the user's biometric information (heart rate, skin galvanic response, etc.) and adjust the music and natural sounds to enhance the antidepressant effect in real time based on the data. The audio glasses also have an algorithm that automatically adjusts the music and natural sounds to enhance the antidepressant effect based on the biometric information. Furthermore, the audio glasses can analyze the user's biometric information in real time and adjust the music and natural sounds to enhance the antidepressant effect based on the results. This allows the optimal music and natural sounds to be provided based on the user's biometric information, enhancing the antidepressant effect.

[0043] The audio glasses can have a function of combining music or nature sounds with images that provide a visual relaxation effect to enhance the antidepressant effect. The audio glasses, for example, include an antidepressant program that combines music or nature sounds with images that provide a visual relaxation effect. The audio glasses also include an antidepressant program that combines images that provide a visual relaxation effect with music or nature sounds. The audio glasses further include a system that provides an antidepressant program that combines music or nature sounds with images that provide a visual relaxation effect. This allows the antidepressant effect to be enhanced by combining music, nature sounds, and visual relaxation effects.

[0044] The Audio Glasses can be equipped with a function for providing relaxation by combining aromatherapy with music or nature sounds to enhance the antidepressant effect. The Audio Glasses, for example, include an antidepressant program that combines music or nature sounds with aromatherapy. The Audio Glasses also include an antidepressant program that combines aromatherapy with music or nature sounds. The Audio Glasses further include a system that provides a comprehensive relaxation program that combines music or nature sounds with aromatherapy. This allows comprehensive relaxation to be provided by combining music, nature sounds, and aromatherapy.

[0045] The audio glasses can have a function of combining music or natural sounds with images that provide a visual relaxation effect in order to enhance mental care. The audio glasses, for example, have a mental care program that combines music or natural sounds with images that provide a visual relaxation effect. The audio glasses also have a mental care program that combines images that provide a visual relaxation effect with music or natural sounds. Furthermore, the audio glasses have a system that provides a mental care program that combines music or natural sounds with images that provide a visual relaxation effect. This allows for enhancing mental care by combining music, natural sounds, and visual relaxation effects.

[0046] The Audio Glasses can be equipped with a function that provides relaxation by combining aromatherapy with music or nature sounds to enhance mental care. The Audio Glasses, for example, include a mental care program that combines music or nature sounds with aromatherapy. The Audio Glasses also include a mental care program that combines aromatherapy with music or nature sounds. The Audio Glasses further include a system that provides a comprehensive relaxation program that combines music or nature sounds with aromatherapy. This allows comprehensive relaxation to be provided by combining music, nature sounds, and aromatherapy.

[0047] The audio glasses can be equipped with a function to monitor the user's biometric information and adjust the music and nature sounds in real time in order to enhance motivation, along with music and nature sounds. For example, the audio glasses monitor the user's biometric information (heart rate, skin galvanic response, etc.) and adjust the music and nature sounds to enhance motivation in real time based on the data. The audio glasses also have an algorithm that automatically adjusts the music and nature sounds to enhance motivation based on the biometric information. Furthermore, the audio glasses can analyze the user's biometric information in real time and adjust the music and nature sounds to enhance motivation based on the results. This allows the optimal music and nature sounds to be provided based on the user's biometric information, enhancing motivation.

[0048] The audio glasses can have a function of combining music or natural sounds with videos that provide visual stimuli to enhance motivation. The audio glasses, for example, have a motivation improvement program that combines music or natural sounds with videos that provide visual stimuli. The audio glasses also have a motivation improvement program that combines videos that provide visual stimuli with music or natural sounds. The audio glasses also have a system that provides a motivation improvement program that combines music or natural sounds with videos that provide visual stimuli. This allows for increased motivation by combining music, natural sounds, and visual stimuli.

[0049] The Audio Glasses can have a function of providing music or nature sounds in combination with positive messages or affirmations to enhance motivation. The Audio Glasses, for example, have a motivational program that combines music or nature sounds with positive messages or affirmations. The Audio Glasses also have a motivational program that combines positive messages or affirmations with music or nature sounds. The Audio Glasses further have a system that provides a motivational program that combines music or nature sounds with positive messages or affirmations. This allows for enhanced motivation by combining music, nature sounds, positive messages, and affirmations.

[0050] The system according to the embodiment is not limited to the above-described example, and various modifications are possible, for example, as follows.

[0051] The audio glasses system can also be equipped with a temperature control function. For example, a temperature control device built into the earpiece adjusts the temperature according to the user's body temperature and the external environment. The temperature control device can also customize the temperature to suit the user's preferences. Furthermore, the temperature control device can provide a warm or cool sensation to enhance the relaxation effect. This allows for a comfortable temperature control experience along with the audio experience.

[0052] The audio glasses system can also be equipped with location information acquisition functions. For example, it can incorporate a GPS function to identify the user's current location. Based on the location information, it can also collect ambient sounds in real time and provide them to the user. Furthermore, the location information can be used to automatically select relaxation programs for specific locations. This allows the system to provide the optimal audio experience based on the user's location information.

[0053] The audio glasses system can also be equipped with a function to monitor the user's activity level. For example, it can incorporate an acceleration sensor to detect the user's movements. Based on the user's activity level, the audio glasses system can automatically adjust sound settings for relaxation or motivation. Furthermore, the audio glasses system can analyze the user's activity level in real time and provide an optimal audio experience based on the results. This allows the audio glasses system to provide an optimal audio experience according to the user's activity level.

[0054] The audio glasses system can also be equipped with a function to monitor the user's sleep state and provide an optimal sound experience. For example, it can incorporate a sleep sensor to analyze the user's sleep patterns. It can also automatically select relaxing music or natural sounds based on the user's sleep state. Furthermore, it can analyze the user's sleep state in real time and adjust the sound settings based on the results. This allows it to provide an optimal sound experience according to the user's sleep state.

[0055] The audio glasses system can also acquire the user's dietary information and provide an optimal audio experience. For example, it can link with a food recording app to acquire the user's dietary information. Based on the dietary information, it can automatically select music or natural sounds for relaxation or digestion promotion. Furthermore, it can analyze the user's dietary information in real time and adjust the audio settings based on the results. This allows it to provide an optimal audio experience according to the user's dietary information.

[0056] The processing flow of the first embodiment will be briefly explained below.

[0057] Step 1: The speaker is built into the part that you wear over your ear. For example, a small speaker is built into the frame of the glasses, and it plays music or sounds of a specific frequency. Step 2: The vibration device operates in conjunction with the speaker. For example, the vibration device vibrates in time with the sound from the speaker to transmit sound vibrations to the ears. Step 3: The deep bass vibration unit is provided by a vibration device. For example, the deep bass vibration unit reproduces low frequencies in the range of 20 Hz to 100 Hz and transmits the vibrations to the ears, thereby providing a relaxation effect and stress reduction effect. Step 4: The ultrasonic section is provided by a speaker, which reproduces high frequencies, for example in the range of 20kHz to 40kHz, and transmits the sound to the ears, improving concentration and motivation.

[0058] (Example 2) The audio glasses system according to an embodiment of the present invention is a system that provides healing through the ears. This system utilizes deep bass vibrations and ultrasound to provide anti-depression, mental care, and motivation enhancement. As a result, the audio glasses system provides healing through the ears, and can provide anti-depression, mental care, and motivation enhancement.

[0059] An audio glasses system according to an embodiment includes a speaker, a vibration device, a deep bass vibration unit, and an ultrasonic unit. The speaker is built into the portion worn on the ear. For example, the speaker may be a small speaker built into the frame of the glasses, and play music or sounds of a specific frequency. The vibration device operates in conjunction with the speaker. For example, the vibration device vibrates in time with the sound from the speaker to transmit sound vibrations to the ear. The deep bass vibration unit is provided by the vibration device. For example, the deep bass vibration unit reproduces low frequencies in the range of 20 Hz to 100 Hz and transmits these vibrations to the ear, thereby providing a relaxing effect and stress reduction. The ultrasonic unit is provided by the speaker. For example, the ultrasonic unit reproduces high frequencies in the range of 20 kHz to 40 kHz and transmits these sounds to the ear, thereby improving concentration and motivation. As a result, the audio glasses system according to an embodiment provides healing through the ears, and can achieve anti-depression, mental care, and motivation improvement.

[0060] The speaker can be equipped with a function that automatically adjusts to the shape of the ear. For example, the speaker can 3D scan the shape of the ear and optimize the speaker position based on that data. The speaker can also adjust the direction and intensity of the sound based on the shape of the ear. Furthermore, the speaker has a built-in sensor that automatically adjusts to the shape of the ear and makes adjustments in real time. This allows for an optimal acoustic experience for the user's ears.

[0061] The speaker and vibration device can have a function to adjust output in real time based on biometric information. For example, the speaker and vibration device can monitor the user's heart rate or galvanic skin response and adjust output in real time based on that data. The speaker and vibration device can also have an algorithm that automatically adjusts output based on biometric information. Furthermore, the speaker and vibration device can analyze the user's biometric information in real time and adjust output based on the results. This makes it possible to provide an optimal acoustic experience based on the user's biometric information.

[0062] The speaker and vibration device may have a function for automatically selecting optimal sound settings based on the user's emotional state. For example, the speaker and vibration device may use an emotion estimation function to analyze the user's emotional state in real time and automatically select optimal sound settings based on the results. The speaker and vibration device may also have an algorithm that analyzes the user's emotional state and adjusts output based on the data. Furthermore, the speaker and vibration device may use the emotion estimation function to automatically select optimal sound settings according to the user's emotional state. This allows for an optimal sound experience based on the user's emotional state.

[0063] Audio glasses can be equipped with built-in LED lights to provide a visual relaxation effect, and the combination of sound and light can enhance the healing effect. For example, audio glasses can be equipped with built-in LED lights to provide a visual relaxation effect, and the color and brightness of the light can be changed in sync with the music. Furthermore, audio glasses can use relaxing colors (blue or green) to provide a visual relaxation effect. This enhances the healing effect through the combination of sound and light.

[0064] Audio Glasses have a built-in scent-emitting function, which can be combined with aromatherapy to provide a relaxation effect. For example, Audio Glasses have a built-in scent-emitting function, which can be combined with aromatherapy to enhance the relaxation effect. Audio Glasses can also have a built-in scent-emitting function, which can emit the relaxing scent of lavender. Furthermore, Audio Glasses have a built-in scent-emitting function, which can be combined with music or vibration to provide comprehensive relaxation. This allows the combination of scent and sound to provide comprehensive relaxation.

[0065] The audio glasses are equipped with an emotion estimation function, and can monitor the user's emotional state in real time and provide an optimal healing program based on the emotional state. The audio glasses are equipped with, for example, an emotion estimation function, and can monitor the user's emotional state in real time. The audio glasses are also equipped with an emotion estimation function, and can analyze the user's emotional state in real time and provide an optimal healing program based on the results. The audio glasses are also equipped with an emotion estimation function, and can automatically select an optimal healing program according to the user's emotional state. This makes it possible to provide an optimal healing program based on the user's emotional state.

[0066] The deep bass vibration unit can have a function for optimizing and individually customizing based on the user's brainwave pattern. For example, the deep bass vibration unit analyzes the user's brainwave pattern and optimizes the frequency of the deep bass vibration based on the data. The deep bass vibration unit also has an algorithm for individually customizing the frequency of the deep bass vibration based on the brainwave pattern. Furthermore, the deep bass vibration unit can analyze the user's brainwave pattern in real time and adjust the frequency of the deep bass vibration based on the results. This makes it possible to provide optimal deep bass vibration based on the user's brainwave pattern.

[0067] The deep bass vibration unit can have the function of providing a localized relaxation effect by transmitting the deep bass vibration to a specific body part. The deep bass vibration unit can, for example, have a device for transmitting the deep bass vibration to a specific body part, thereby providing a localized relaxation effect. Furthermore, the deep bass vibration unit can enhance the localized relaxation effect by transmitting the deep bass vibration to a specific body part. Furthermore, the deep bass vibration unit can have a program for transmitting the deep bass vibration to a specific body part, thereby providing a localized relaxation effect. This makes it possible to provide a relaxation effect to a specific body part.

[0068] The deep bass vibration unit can be equipped with a function of automatically adjusting the intensity and frequency according to the emotional state of the user using an emotion estimation function. The deep bass vibration unit, for example, uses the emotion estimation function to analyze the emotional state of the user in real time and automatically adjusts the intensity and frequency based on the results. The deep bass vibration unit also has an algorithm that analyzes the emotional state of the user and adjusts the intensity and frequency based on the data. Furthermore, the deep bass vibration unit can automatically adjust the intensity and frequency according to the emotional state of the user using the emotion estimation function. This makes it possible to provide optimal deep bass vibration based on the emotional state of the user.

[0069] The deep bass vibration unit can have a function to provide not only music but also natural sounds and environmental sounds in combination, thereby realizing a wider variety of relaxation effects. The deep bass vibration unit, for example, provides not only music but also natural sounds and environmental sounds in combination. The deep bass vibration unit also has a relaxation program that combines natural sounds and environmental sounds. Furthermore, the deep bass vibration unit has a program for providing a relaxation effect that combines music, natural sounds, and environmental sounds. This makes it possible to provide a wider variety of relaxation effects by combining music, natural sounds, and environmental sounds.

[0070] The deep bass vibration unit can be combined with binaural beats to promote brainwave synchronization and provide deep relaxation. The deep bass vibration unit can be combined with, for example, binaural beats to promote brainwave synchronization. The deep bass vibration unit also includes a relaxation program combined with binaural beats. Furthermore, the deep bass vibration unit includes a system that combines binaural beats and deep bass vibrations to promote brainwave synchronization. This allows the combination of binaural beats and deep bass vibrations to provide deep relaxation.

[0071] The ultrasound unit may have a function for optimizing and individually customizing based on the user's brainwave pattern. For example, the ultrasound unit may analyze the user's brainwave pattern and optimize the ultrasound frequency based on the data. The ultrasound unit may also have an algorithm for individually customizing the ultrasound frequency based on the brainwave pattern. Furthermore, the ultrasound unit may analyze the user's brainwave pattern in real time and adjust the ultrasound frequency based on the results. This allows optimal ultrasound to be provided based on the user's brainwave pattern.

[0072] The ultrasound unit can have a function of further improving concentration and motivation by targeting and transmitting to a specific brain region. The ultrasound unit can, for example, improve concentration and motivation by targeting and transmitting to a specific brain region. Furthermore, the ultrasound unit can improve concentration and motivation by concentrating ultrasound on a specific brain region. Furthermore, the ultrasound unit can have a device for transmitting ultrasound to a specific brain region, thereby improving concentration and motivation. This makes it possible to concentrate ultrasound on a specific brain region and improve concentration and motivation.

[0073] The ultrasound unit can be equipped with a function for automatically adjusting the intensity and frequency according to the user's emotional state using an emotion estimation function. For example, the ultrasound unit uses the emotion estimation function to analyze the user's emotional state in real time and automatically adjust the intensity and frequency based on the results. The ultrasound unit also includes an algorithm for analyzing the user's emotional state and adjusting the intensity and frequency based on the data. Furthermore, the ultrasound unit can automatically adjust the intensity and frequency according to the user's emotional state using the emotion estimation function. This makes it possible to provide optimal ultrasound based on the user's emotional state.

[0074] The ultrasound unit can have a function to further enhance motivation by providing not only music but also positive messages and affirmations in combination. The ultrasound unit, for example, provides not only music but also positive messages and affirmations in combination. The ultrasound unit also has a motivation enhancement program combined with positive messages and affirmations. The ultrasound unit also has a program for providing a motivation enhancement effect by combining music, positive messages, and affirmations. This makes it possible to enhance motivation by combining music, positive messages, and affirmations.

[0075] The ultrasound unit can have a function of providing a comprehensive concentration improvement program in combination with visual stimuli. The ultrasound unit, for example, provides a comprehensive concentration improvement program in combination with visual stimuli. The ultrasound unit also has a concentration improvement program combined with visual stimuli (video or animation). Furthermore, the ultrasound unit has a system for providing a concentration improvement program that combines ultrasound and visual stimuli. This allows for the combination of visual stimuli and ultrasound to improve concentration.

[0076] The ultrasound unit can be equipped with a function of using an emotion estimation function to identify an ultrasound pattern that allows the user to best concentrate and automatically play that pattern. For example, the ultrasound unit can use the emotion estimation function to identify an ultrasound pattern that allows the user to best concentrate. The ultrasound unit can also analyze the user's emotional state in real time and automatically play an optimal ultrasound pattern based on the results. Furthermore, the ultrasound unit can use the emotion estimation function to identify an ultrasound pattern that allows the user to best concentrate and automatically play that pattern. This makes it possible to provide ultrasound that allows the user to best concentrate.

[0077] The audio glasses may have a function for automatically selecting music or natural sounds of a specific frequency based on the user's emotional state to enhance the antidepressant effect. For example, the audio glasses may analyze the user's emotional state in real time and automatically select music or natural sounds of a specific frequency to enhance the antidepressant effect based on the results. The audio glasses may also have an algorithm that uses an emotion estimation function to automatically select music or natural sounds to enhance the antidepressant effect according to the user's emotional state. Furthermore, the audio glasses may analyze the user's emotional state in real time and automatically select music or natural sounds to enhance the antidepressant effect based on the results. This allows the optimal music or natural sounds to be provided based on the user's emotional state, enhancing the antidepressant effect.

[0078] The audio glasses can be equipped with a function to monitor the user's biometric information along with music and natural sounds and adjust the music and natural sounds in real time to enhance the antidepressant effect. For example, the audio glasses monitor the user's biometric information (heart rate, skin galvanic response, etc.) and adjust the music and natural sounds to enhance the antidepressant effect in real time based on the data. The audio glasses also have an algorithm that automatically adjusts the music and natural sounds to enhance the antidepressant effect based on the biometric information. Furthermore, the audio glasses can analyze the user's biometric information in real time and adjust the music and natural sounds to enhance the antidepressant effect based on the results. This allows the optimal music and natural sounds to be provided based on the user's biometric information, enhancing the antidepressant effect.

[0079] The audio glasses can be equipped with a function for providing an optimal antidepressant program according to the user's emotional state using an emotion estimation function. For example, the audio glasses can use the emotion estimation function to analyze the user's emotional state in real time and provide the optimal antidepressant program based on the results. The audio glasses can also be equipped with an algorithm for analyzing the user's emotional state and providing the optimal antidepressant program based on the data. Furthermore, the audio glasses can use the emotion estimation function to automatically provide the optimal antidepressant program according to the user's emotional state. This makes it possible to provide the optimal antidepressant program based on the user's emotional state.

[0080] The audio glasses can have a function of combining music or nature sounds with images that provide a visual relaxation effect to enhance the antidepressant effect. The audio glasses, for example, include an antidepressant program that combines music or nature sounds with images that provide a visual relaxation effect. The audio glasses also include an antidepressant program that combines images that provide a visual relaxation effect with music or nature sounds. The audio glasses further include a system that provides an antidepressant program that combines music or nature sounds with images that provide a visual relaxation effect. This allows the antidepressant effect to be enhanced by combining music, nature sounds, and visual relaxation effects.

[0081] The Audio Glasses can be equipped with a function for providing relaxation by combining aromatherapy with music or nature sounds to enhance the antidepressant effect. The Audio Glasses, for example, include an antidepressant program that combines music or nature sounds with aromatherapy. The Audio Glasses also include an antidepressant program that combines aromatherapy with music or nature sounds. The Audio Glasses further include a system that provides a comprehensive relaxation program that combines music or nature sounds with aromatherapy. This allows comprehensive relaxation to be provided by combining music, nature sounds, and aromatherapy.

[0082] The audio glasses may have a function of using an emotion estimation function to identify a pattern of music or nature sounds that the user finds most relaxing and automatically play that pattern. For example, the audio glasses may use the emotion estimation function to identify a pattern of music or nature sounds that the user finds most relaxing. The audio glasses may also analyze the user's emotional state in real time and automatically play an optimal pattern of music or nature sounds based on the results. Furthermore, the audio glasses may use the emotion estimation function to identify a pattern of music or nature sounds that the user finds most relaxing and automatically play that pattern. This allows the audio glasses to provide the user with the most relaxing music or nature sounds.

[0083] The audio glasses may have a function for automatically selecting music or natural sounds of a specific frequency based on the user's emotional state to enhance mental care. For example, the audio glasses may analyze the user's emotional state in real time and automatically select music or natural sounds of a specific frequency to enhance mental care based on the results. The audio glasses may also have an algorithm that uses an emotion estimation function to automatically select music or natural sounds to enhance mental care in accordance with the user's emotional state. Furthermore, the audio glasses may analyze the user's emotional state in real time and automatically select music or natural sounds to enhance mental care based on the results. This allows optimal music or natural sounds to be provided based on the user's emotional state, enhancing mental care.

[0084] The audio glasses can be equipped with a function for providing an optimal mental care program according to the user's emotional state using an emotion estimation function. For example, the audio glasses can use the emotion estimation function to analyze the user's emotional state in real time and provide the optimal mental care program based on the results. The audio glasses also have an algorithm that analyzes the user's emotional state and provides the optimal mental care program based on the data. Furthermore, the audio glasses can automatically provide the optimal mental care program according to the user's emotional state using the emotion estimation function. This makes it possible to provide the optimal mental care program based on the user's emotional state.

[0085] The audio glasses can have a function of combining music or natural sounds with images that provide a visual relaxation effect in order to enhance mental care. The audio glasses, for example, have a mental care program that combines music or natural sounds with images that provide a visual relaxation effect. The audio glasses also have a mental care program that combines images that provide a visual relaxation effect with music or natural sounds. Furthermore, the audio glasses have a system that provides a mental care program that combines music or natural sounds with images that provide a visual relaxation effect. This allows for enhancing mental care by combining music, natural sounds, and visual relaxation effects.

[0086] The Audio Glasses can be equipped with a function that provides relaxation by combining aromatherapy with music or nature sounds to enhance mental care. The Audio Glasses, for example, include a mental care program that combines music or nature sounds with aromatherapy. The Audio Glasses also include a mental care program that combines aromatherapy with music or nature sounds. The Audio Glasses further include a system that provides a comprehensive relaxation program that combines music or nature sounds with aromatherapy. This allows comprehensive relaxation to be provided by combining music, nature sounds, and aromatherapy.

[0087] The audio glasses may have a function of using an emotion estimation function to identify a pattern of music or nature sounds that the user finds most relaxing and automatically play that pattern. For example, the audio glasses may use the emotion estimation function to identify a pattern of music or nature sounds that the user finds most relaxing. The audio glasses may also analyze the user's emotional state in real time and automatically play an optimal pattern of music or nature sounds based on the results. Furthermore, the audio glasses may use the emotion estimation function to identify a pattern of music or nature sounds that the user finds most relaxing and automatically play that pattern. This allows the audio glasses to provide the user with the most relaxing music or nature sounds.

[0088] The audio glasses may have a function for automatically selecting music or natural sounds of a specific frequency based on the user's emotional state in order to enhance motivation. For example, the audio glasses may analyze the user's emotional state in real time and automatically select music or natural sounds of a specific frequency to enhance motivation based on the results. The audio glasses may also have an algorithm that uses an emotion estimation function to automatically select music or natural sounds to enhance motivation in accordance with the user's emotional state. Furthermore, the audio glasses may analyze the user's emotional state in real time and automatically select music or natural sounds to enhance motivation based on the results. This allows optimal music or natural sounds to be provided based on the user's emotional state, enhancing motivation.

[0089] The audio glasses can be equipped with a function to monitor the user's biometric information and adjust the music and nature sounds in real time in order to enhance motivation, along with music and nature sounds. For example, the audio glasses monitor the user's biometric information (heart rate, skin galvanic response, etc.) and adjust the music and nature sounds to enhance motivation in real time based on the data. The audio glasses also have an algorithm that automatically adjusts the music and nature sounds to enhance motivation based on the biometric information. Furthermore, the audio glasses can analyze the user's biometric information in real time and adjust the music and nature sounds to enhance motivation based on the results. This allows the optimal music and nature sounds to be provided based on the user's biometric information, enhancing motivation.

[0090] The audio glasses can be equipped with a function for providing an optimal motivation improvement program according to the user's emotional state using an emotion estimation function. For example, the audio glasses can use the emotion estimation function to analyze the user's emotional state in real time and provide an optimal motivation improvement program based on the results. The audio glasses also have an algorithm for analyzing the user's emotional state and providing an optimal motivation improvement program based on the data. Furthermore, the audio glasses can automatically provide an optimal motivation improvement program according to the user's emotional state using the emotion estimation function. This makes it possible to provide an optimal motivation improvement program based on the user's emotional state.

[0091] The audio glasses can have a function of combining music or natural sounds with videos that provide visual stimuli to enhance motivation. The audio glasses, for example, have a motivation improvement program that combines music or natural sounds with videos that provide visual stimuli. The audio glasses also have a motivation improvement program that combines videos that provide visual stimuli with music or natural sounds. The audio glasses also have a system that provides a motivation improvement program that combines music or natural sounds with videos that provide visual stimuli. This allows for increased motivation by combining music, natural sounds, and visual stimuli.

[0092] The Audio Glasses can have a function of providing music or nature sounds in combination with positive messages or affirmations to enhance motivation. The Audio Glasses, for example, have a motivational program that combines music or nature sounds with positive messages or affirmations. The Audio Glasses also have a motivational program that combines positive messages or affirmations with music or nature sounds. The Audio Glasses further have a system that provides a motivational program that combines music or nature sounds with positive messages or affirmations. This allows for enhanced motivation by combining music, nature sounds, positive messages, and affirmations.

[0093] The audio glasses can be equipped with a function that uses an emotion estimation function to identify a pattern of music or nature sounds that allows the user to best concentrate and automatically play that pattern. For example, the audio glasses can use the emotion estimation function to identify a pattern of music or nature sounds that allows the user to best concentrate. The audio glasses can also analyze the user's emotional state in real time and automatically play an optimal pattern of music or nature sounds based on the results. Furthermore, the audio glasses can use the emotion estimation function to identify a pattern of music or nature sounds that allows the user to best concentrate and automatically play that pattern. This makes it possible to provide the user with music or nature sounds that allow the user to best concentrate.

[0094] The system according to the embodiment is not limited to the above-described example, and various modifications are possible, for example, as follows.

[0095] The audio glasses system can also be equipped with a temperature control function. For example, a temperature control device built into the earpiece adjusts the temperature according to the user's body temperature and the external environment. The temperature control device can also customize the temperature to suit the user's preferences. Furthermore, the temperature control device can provide a warm or cool sensation to enhance the relaxation effect. This allows for a comfortable temperature control experience along with the audio experience.

[0096] The audio glasses system can also be equipped with location information acquisition functions. For example, it can incorporate a GPS function to identify the user's current location. Based on the location information, it can also collect ambient sounds in real time and provide them to the user. Furthermore, the location information can be used to automatically select relaxation programs for specific locations. This allows the system to provide the optimal audio experience based on the user's location information.

[0097] The audio glasses system can also be equipped with a function to monitor the user's activity level. For example, it can incorporate an acceleration sensor to detect the user's movements. Based on the user's activity level, the audio glasses system can automatically adjust sound settings for relaxation or motivation. Furthermore, the audio glasses system can analyze the user's activity level in real time and provide an optimal audio experience based on the results. This allows the audio glasses system to provide an optimal audio experience according to the user's activity level.

[0098] The audio glasses system can also be equipped with a function to monitor the user's sleep state and provide an optimal sound experience. For example, it can incorporate a sleep sensor to analyze the user's sleep patterns. It can also automatically select relaxing music or natural sounds based on the user's sleep state. Furthermore, it can analyze the user's sleep state in real time and adjust the sound settings based on the results. This allows it to provide an optimal sound experience according to the user's sleep state.

[0099] The audio glasses system can also acquire the user's dietary information and provide an optimal audio experience. For example, it can link with a food recording app to acquire the user's dietary information. Based on the dietary information, it can automatically select music or natural sounds for relaxation or digestion promotion. Furthermore, it can analyze the user's dietary information in real time and adjust the audio settings based on the results. This allows it to provide an optimal audio experience according to the user's dietary information.

[0100] The audio glasses system can further include a function for estimating the user's emotional state and providing an optimal audio experience based on the user's emotional state. For example, the emotional estimation function can be used to analyze the user's emotional state in real time. Based on the emotional state, music or natural sounds for relaxation or motivation can be automatically selected. Furthermore, the audio glasses system can analyze the user's emotional state and adjust audio settings based on the results. This allows for an optimal audio experience tailored to the user's emotional state.

[0101] The audio glasses system can further include a function for estimating the user's emotional state and providing an optimal healing program based on that emotion. For example, the emotion estimation function can be used to analyze the user's emotional state in real time. Furthermore, a healing program for relaxation or mental care can be automatically selected based on the emotional state. Furthermore, the audio glasses system can analyze the user's emotional state and adjust the healing program based on the results. This allows the system to provide an optimal healing program according to the user's emotional state.

[0102] The audio glasses system can further include a function for estimating the user's emotional state and providing optimal music or natural sounds based on the user's emotional state. For example, the emotional estimation function can be used to analyze the user's emotional state in real time. Furthermore, music or natural sounds for relaxation or motivation can be automatically selected based on the emotional state. Furthermore, the audio glasses system can analyze the user's emotional state and adjust the music or natural sounds based on the analysis results. This allows optimal music or natural sounds to be provided according to the user's emotional state.

[0103] The audio glasses system may further include a function for estimating the user's emotional state and providing an optimal relaxation program based on the estimated emotional state. For example, the emotional state of the user may be analyzed in real time using the emotion estimation function. A relaxation program may also be automatically selected based on the emotional state. Furthermore, the system may analyze the user's emotional state and adjust the relaxation program based on the analysis results. This allows the system to provide an optimal relaxation program according to the user's emotional state.

[0104] The audio glasses system may further include a function for estimating the user's emotional state and providing an optimal mental care program based on the estimated emotional state. For example, the emotional state of the user may be analyzed in real time using the emotion estimation function. Furthermore, a mental care program may be automatically selected based on the emotional state. Furthermore, the user's emotional state may be analyzed and the mental care program may be adjusted based on the analysis results. This allows the optimal mental care program to be provided according to the user's emotional state.

[0105] The processing flow of the second embodiment will be briefly explained below.

[0106] Step 1: The speaker is built into the part that you wear over your ear. For example, a small speaker is built into the frame of the glasses, and it plays music or sounds of a specific frequency. Step 2: The vibration device operates in conjunction with the speaker. For example, the vibration device vibrates in time with the sound from the speaker to transmit sound vibrations to the ears. Step 3: The deep bass vibration unit is provided by a vibration device. For example, the deep bass vibration unit reproduces low frequencies in the range of 20 Hz to 100 Hz and transmits the vibrations to the ears, thereby providing a relaxation effect and stress reduction effect. Step 4: The ultrasonic section is provided by a speaker, which reproduces high frequencies, for example in the range of 20kHz to 40kHz, and transmits the sound to the ears, improving concentration and motivation.

[0107] The specific processing unit 290 transmits the result of the specific processing to the smart device 14. In the smart device 14, the control unit 46A causes the output device 40 to output the result of the specific processing. The microphone 38B acquires audio indicating a user input regarding the result of the specific processing. The control unit 46A transmits audio data indicating the user input acquired by the microphone 38B to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the audio data.

[0108] The data generation model 58 is a so-called generative AI (Artificial Intelligence). An example of the data generation model 58 is ChatGPT (Internet Search<URL: https: / / openai.com / blog / chatgpt> Examples of generative AIs include the data generation model 58, such as a neural network model (e.g., a neural network model), and a neural network model (e.g., a neural network model). The data generation model 58 is obtained by performing deep learning on a neural network. A prompt including an instruction is input to the data generation model 58, and inference data such as voice data indicating speech, text data indicating text, and image data indicating an image is also input to the data generation model 58. The data generation model 58 performs inference on the input inference data in accordance with the instruction indicated by the prompt and outputs the inference result in a data format such as voice data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. The specification processing unit 290 performs the above-mentioned specification processing using the data generation model 58. The data generation model 58 may be a fine-tuned model so as to output an inference result from a prompt that does not include an instruction. In this case, the data generation model 58 can output an inference result from a prompt that does not include an instruction. The data processing device 12 and the like include multiple types of data generation models 58, and the data generation model 58 includes AIs other than the generative AI. The AI ​​other than the generative AI may be, for example, linear regression, logistic regression, decision tree, random forest, support vector machine (SVM), k-means clustering, convolutional neural network (CNN), recurrent neural network (RNN), generative adversarial network (GAN), or naive Bayes, and can perform various processes, but is not limited to these examples. The AI ​​may also be an AI agent. When the processes of each of the above-mentioned parts are performed by AI, the processes may be performed in part or entirely by AI, but are not limited to these examples. The processes performed by AI, including the generative AI, may be replaced with rule-based processes.

[0109] Furthermore, the processing by the data processing system 10 described above is executed by the specific processing unit 290 of the data processing device 12 or the control unit 46A of the smart device 14, but may also be executed by the specific processing unit 290 of the data processing device 12 and the control unit 46A of the smart device 14. Furthermore, the specific processing unit 290 of the data processing device 12 acquires or collects information necessary for processing from the smart device 14 or an external device, and the smart device 14 acquires or collects information necessary for processing from the data processing device 12 or an external device.

[0110] [Second embodiment] FIG. 3 shows an example of the configuration of a data processing system 210 according to the second embodiment.

[0111] 3, the data processing system 210 includes the data processing device 12 and smart glasses 214. An example of the data processing device 12 is a server.

[0112] The data processing device 12 includes a computer 22, a database 24, and a communication I / F 26. The computer 22 includes a processor 28, a RAM 30, and a storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication I / F 26 are also connected to the bus 34. The communication I / F 26 is connected to a network 54. Examples of the network 54 include a WAN and / or a LAN.

[0113] The smart glasses 214 include a computer 36, a microphone 238, a speaker 240, a camera 42, and a communication I / F 44. The computer 36 includes a processor 46, a RAM 48, and a storage 50. The processor 46, the RAM 48, and the storage 50 are connected to a bus 52. The microphone 238, the speaker 240, and the camera 42 are also connected to the bus 52.

[0114] The microphone 238 receives instructions and the like from the user by receiving voice uttered by the user. The microphone 238 captures the voice uttered by the user, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio according to instructions from the processor 46.

[0115] Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an imaging element such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the user's surroundings (for example, an imaging range defined by an angle of view equivalent to the field of vision of a typical healthy person).

[0116] The communication I / F 44 is connected to a network 54. The communication I / Fs 44 and 26 are responsible for the exchange of various information between the processor 46 and the processor 28 via the network 54. The exchange of various information between the processor 46 and the processor 28 using the communication I / Fs 44 and 26 is carried out in a secure state.

[0117] Fig. 4 shows an example of the main functions of the data processing device 12 and the smart glasses 214. As shown in Fig. 4, in the data processing device 12, a specific process is performed by the processor 28. A specific process program 56 is stored in the storage 32.

[0118] The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30.

[0119] The storage 32 stores a data generation model 58 and an emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290. The identification processing unit 290 can estimate the user's emotion using the emotion identification model 59 and perform identification processing using the user's emotion.

[0120] In the smart glasses 214, the specific processing is performed by the processor 46. A specific processing program 60 is stored in the storage 50. The processor 46 reads the specific processing program 60 from the storage 50 and executes the read specific processing program 60 on the RAM 48. The specific processing is realized by the processor 46 operating as the control unit 46A in accordance with the specific processing program 60 executed on the RAM 48. Note that the smart glasses 214 may have a data generation model and an emotion identification model similar to the data generation model 58 and the emotion identification model 59.

[0121] Note that a device other than the data processing device 12 may have the data generation model 58. For example, a server device may have the data generation model 58. In this case, the data processing device 12 communicates with the server device having the data generation model 58 to obtain a processing result (such as a prediction result) using the data generation model 58. Furthermore, the data processing device 12 may be a server device, or may be a terminal device (for example, a mobile phone, a robot, a home appliance, etc.) owned by a user.

[0122] The specific processing unit 290 transmits the result of the specific processing to the smart glasses 214. In the smart glasses 214, the control unit 46A causes the speaker 240 to output the result of the specific processing. The microphone 238 acquires audio indicating a user input regarding the result of the specific processing. The control unit 46A transmits audio data indicating the user input acquired by the microphone 238 to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the audio data.

[0123] The data generation model 58 is a so-called generative AI. An example of the data generation model 58 is a generative AI such as ChatGPT. The data generation model 58 is obtained by performing deep learning on a neural network. The data generation model 58 receives a prompt containing an instruction, as well as inference data such as voice data representing speech, text data representing text, and image data representing an image. The data generation model 58 performs inference on the input inference data in accordance with the instruction indicated by the prompt and outputs the inference result in a data format such as voice data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. The identification processing unit 290 performs the above-mentioned identification processing using the data generation model 58. The data generation model 58 may be a fine-tuned model so as to output an inference result from a prompt that does not include an instruction. In this case, the data generation model 58 can output an inference result from a prompt that does not include an instruction. The data processing device 12 and the like include multiple types of data generation models 58, and the data generation model 58 includes AIs other than the generative AI. The AI ​​other than the generative AI may be, for example, linear regression, logistic regression, decision tree, random forest, support vector machine (SVM), k-means clustering, convolutional neural network (CNN), recurrent neural network (RNN), generative adversarial network (GAN), or naive Bayes, and can perform various processes, but is not limited to these examples. The AI ​​may also be an AI agent. When the processes of each of the above-mentioned parts are performed by AI, the processes may be performed in part or entirely by AI, but are not limited to these examples. The processes performed by AI, including the generative AI, may be replaced with rule-based processes.

[0124] The data processing system 210 according to the second embodiment performs the same processing as the data processing system 10 according to the first embodiment. The processing by the data processing system 210 is executed by the specific processing unit 290 of the data processing device 12 or the control unit 46A of the smart glasses 214, but may also be executed by the specific processing unit 290 of the data processing device 12 and the control unit 46A of the smart glasses 214. Furthermore, the specific processing unit 290 of the data processing device 12 acquires or collects information required for processing from the smart glasses 214 or an external device, etc., and the smart glasses 214 acquires or collects information required for processing from the data processing device 12 or an external device, etc.

[0125] [Third embodiment] FIG. 5 shows an example of the configuration of a data processing system 310 according to the third embodiment.

[0126] 5, the data processing system 310 includes the data processing device 12 and a headset type terminal 314. An example of the data processing device 12 is a server.

[0127] The data processing device 12 includes a computer 22, a database 24, and a communication I / F 26. The computer 22 includes a processor 28, a RAM 30, and a storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication I / F 26 are also connected to the bus 34. The communication I / F 26 is connected to a network 54. Examples of the network 54 include a WAN and / or a LAN.

[0128] The headset type terminal 314 includes a computer 36, a microphone 238, a speaker 240, a camera 42, a communication I / F 44, and a display 343. The computer 36 includes a processor 46, a RAM 48, and a storage 50. The processor 46, the RAM 48, and the storage 50 are connected to a bus 52. The microphone 238, the speaker 240, the camera 42, and the display 343 are also connected to the bus 52.

[0129] The microphone 238 receives instructions and the like from the user by receiving voice uttered by the user. The microphone 238 captures the voice uttered by the user, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio according to instructions from the processor 46.

[0130] Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an imaging element such as a CMOS (Complementary Metal-Oxide-Semiconductor) image sensor or a CCD (Charge Coupled Device) image sensor, and captures images of the user's surroundings (for example, an imaging range defined by an angle of view equivalent to the field of vision of a typical healthy person).

[0131] The communication I / F 44 is connected to a network 54. The communication I / Fs 44 and 26 are responsible for the exchange of various information between the processor 46 and the processor 28 via the network 54. The exchange of various information between the processor 46 and the processor 28 using the communication I / Fs 44 and 26 is carried out in a secure state.

[0132] Fig. 6 shows an example of the main functions of the data processing device 12 and the headset type terminal 314. As shown in Fig. 6, in the data processing device 12, a specific process is performed by the processor 28. A specific process program 56 is stored in the storage 32.

[0133] The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30.

[0134] The storage 32 stores a data generation model 58 and an emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290. The identification processing unit 290 can estimate the user's emotion using the emotion identification model 59 and perform identification processing using the user's emotion.

[0135] In the headset type terminal 314, the identification process is performed by the processor 46. A identification program 60 is stored in the storage 50. The processor 46 reads the identification program 60 from the storage 50 and executes the read identification program 60 on the RAM 48. The identification process is realized by the processor 46 operating as a control unit 46A in accordance with the identification program 60 executed on the RAM 48. Note that the headset type terminal 314 may also have a data generation model and an emotion identification model similar to the data generation model 58 and the emotion identification model 59.

[0136] Note that a device other than the data processing device 12 may have the data generation model 58. For example, a server device may have the data generation model 58. In this case, the data processing device 12 communicates with the server device having the data generation model 58 to obtain a processing result (such as a prediction result) using the data generation model 58. Furthermore, the data processing device 12 may be a server device, or may be a terminal device (for example, a mobile phone, a robot, a home appliance, etc.) owned by a user.

[0137] The specific processing unit 290 transmits the result of the specific processing to the headset type terminal 314. In the headset type terminal 314, the control unit 46A causes the speaker 240 and the display 343 to output the result of the specific processing. The microphone 238 acquires audio indicating a user input regarding the result of the specific processing. The control unit 46A transmits audio data indicating the user input acquired by the microphone 238 to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the audio data.

[0138] The data generation model 58 is a so-called generative AI. An example of the data generation model 58 is a generative AI such as ChatGPT. The data generation model 58 is obtained by performing deep learning on a neural network. The data generation model 58 receives a prompt containing an instruction, as well as inference data such as voice data representing speech, text data representing text, and image data representing an image. The data generation model 58 performs inference on the input inference data in accordance with the instruction indicated by the prompt and outputs the inference result in a data format such as voice data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. The identification processing unit 290 performs the above-mentioned identification processing using the data generation model 58. The data generation model 58 may be a fine-tuned model so as to output an inference result from a prompt that does not include an instruction. In this case, the data generation model 58 can output an inference result from a prompt that does not include an instruction. The data processing device 12 and the like include multiple types of data generation models 58, and the data generation model 58 includes AIs other than the generative AI. The AI ​​other than the generative AI may be, for example, linear regression, logistic regression, decision tree, random forest, support vector machine (SVM), k-means clustering, convolutional neural network (CNN), recurrent neural network (RNN), generative adversarial network (GAN), or naive Bayes, and can perform various processes, but is not limited to these examples. The AI ​​may also be an AI agent. When the processes of each of the above-mentioned parts are performed by AI, the processes may be performed in part or entirely by AI, but are not limited to these examples. The processes performed by AI, including the generative AI, may be replaced with rule-based processes.

[0139] The data processing system 310 according to the third embodiment performs the same processing as the data processing system 10 according to the first embodiment. The processing by the data processing system 310 is executed by the specific processing unit 290 of the data processing device 12 or the control unit 46A of the headset type terminal 314, but may also be executed by the specific processing unit 290 of the data processing device 12 and the control unit 46A of the headset type terminal 314. Furthermore, the specific processing unit 290 of the data processing device 12 acquires or collects information required for processing from the headset type terminal 314 or an external device, etc., and the headset type terminal 314 acquires or collects information required for processing from the data processing device 12 or an external device, etc.

[0140] [Fourth embodiment] FIG. 7 shows an example of the configuration of a data processing system 410 according to the fourth embodiment.

[0141] 7, a data processing system 410 includes a data processing device 12 and a robot 414. An example of the data processing device 12 is a server.

[0142] The data processing device 12 includes a computer 22, a database 24, and a communication I / F 26. The computer 22 includes a processor 28, a RAM 30, and a storage 32. The processor 28, RAM 30, and storage 32 are connected to a bus 34. The database 24 and the communication I / F 26 are also connected to the bus 34. The communication I / F 26 is connected to a network 54. Examples of the network 54 include a WAN and / or a LAN.

[0143] The robot 414 includes a computer 36, a microphone 238, a speaker 240, a camera 42, a communication I / F 44, and a control target 443. The computer 36 includes a processor 46, a RAM 48, and a storage 50. The processor 46, the RAM 48, and the storage 50 are connected to a bus 52. The microphone 238, the speaker 240, the camera 42, and the control target 443 are also connected to the bus 52.

[0144] The microphone 238 receives instructions and the like from the user by receiving voice uttered by the user. The microphone 238 captures the voice uttered by the user, converts the captured voice into audio data, and outputs it to the processor 46. The speaker 240 outputs audio according to instructions from the processor 46.

[0145] Camera 42 is a small digital camera equipped with an optical system including a lens, aperture, and shutter, and an imaging element such as a CMOS image sensor or a CCD image sensor, and captures images of the user's surroundings (for example, an imaging range defined by an angle of view equivalent to the field of vision of a typical healthy person).

[0146] The communication I / F 44 is connected to a network 54. The communication I / Fs 44 and 26 are responsible for the exchange of various information between the processor 46 and the processor 28 via the network 54. The exchange of various information between the processor 46 and the processor 28 using the communication I / Fs 44 and 26 is carried out in a secure state.

[0147] The control object 443 includes a display device, LEDs in the eyes, and motors that drive the arms, hands, and feet. The posture and gestures of the robot 414 are controlled by controlling the motors of the arms, hands, and feet. Some of the emotions of the robot 414 can be expressed by controlling these motors. In addition, the facial expressions of the robot 414 can also be expressed by controlling the light emission state of the LEDs in the eyes of the robot 414.

[0148] Fig. 8 shows an example of the main functions of the data processing device 12 and the robot 414. As shown in Fig. 8, in the data processing device 12, a specific process is performed by the processor 28. A specific process program 56 is stored in the storage 32.

[0149] The processor 28 reads the specific processing program 56 from the storage 32 and executes the read specific processing program 56 on the RAM 30. The specific processing is realized by the processor 28 operating as a specific processing unit 290 in accordance with the specific processing program 56 executed on the RAM 30.

[0150] The storage 32 stores a data generation model 58 and an emotion identification model 59. The data generation model 58 and the emotion identification model 59 are used by the identification processing unit 290. The identification processing unit 290 can estimate the user's emotion using the emotion identification model 59 and perform identification processing using the user's emotion.

[0151] In the robot 414, the processor 46 performs the identification process. A identification program 60 is stored in the storage 50. The processor 46 reads the identification program 60 from the storage 50 and executes the read identification program 60 on the RAM 48. The identification process is realized by the processor 46 operating as a control unit 46A in accordance with the identification program 60 executed on the RAM 48. The robot 414 may have a data generation model and an emotion identification model similar to the data generation model 58 and the emotion identification model 59.

[0152] Note that a device other than the data processing device 12 may have the data generation model 58. For example, a server device may have the data generation model 58. In this case, the data processing device 12 communicates with the server device having the data generation model 58 to obtain a processing result (such as a prediction result) using the data generation model 58. Furthermore, the data processing device 12 may be a server device, or may be a terminal device (for example, a mobile phone, a robot, a home appliance, etc.) owned by a user.

[0153] The specific processing unit 290 transmits the result of the specific processing to the robot 414. In the robot 414, the control unit 46A causes the speaker 240 and the control target 443 to output the result of the specific processing. The microphone 238 acquires voice indicating a user input regarding the result of the specific processing. The control unit 46A transmits voice data indicating the user input acquired by the microphone 238 to the data processing device 12. In the data processing device 12, the specific processing unit 290 acquires the voice data.

[0154] The data generation model 58 is a so-called generative AI. An example of the data generation model 58 is a generative AI such as ChatGPT. The data generation model 58 is obtained by performing deep learning on a neural network. The data generation model 58 receives a prompt containing an instruction, as well as inference data such as voice data representing speech, text data representing text, and image data representing an image. The data generation model 58 performs inference on the input inference data in accordance with the instruction indicated by the prompt and outputs the inference result in a data format such as voice data and text data. Here, inference refers to, for example, analysis, classification, prediction, and / or summarization. The identification processing unit 290 performs the above-mentioned identification processing using the data generation model 58. The data generation model 58 may be a fine-tuned model so as to output an inference result from a prompt that does not include an instruction. In this case, the data generation model 58 can output an inference result from a prompt that does not include an instruction. The data processing device 12 and the like include multiple types of data generation models 58, and the data generation model 58 includes AIs other than the generative AI. The AI ​​other than the generative AI may be, for example, linear regression, logistic regression, decision tree, random forest, support vector machine (SVM), k-means clustering, convolutional neural network (CNN), recurrent neural network (RNN), generative adversarial network (GAN), or naive Bayes, and can perform various processes, but is not limited to these examples. The AI ​​may also be an AI agent. When the processes of each of the above-mentioned parts are performed by AI, the processes may be performed in part or entirely by AI, but are not limited to these examples. The processes performed by AI, including the generative AI, may be replaced with rule-based processes.

[0155] The data processing system 410 according to the fourth embodiment performs the same processing as the data processing system 10 according to the first embodiment. The processing by the data processing system 410 is executed by the specific processing unit 290 of the data processing device 12 or the control unit 46A of the robot 414, but may also be executed by the specific processing unit 290 of the data processing device 12 and the control unit 46A of the robot 414. Furthermore, the specific processing unit 290 of the data processing device 12 acquires or collects information required for processing from the robot 414 or an external device, etc., and the robot 414 acquires or collects information required for processing from the data processing device 12 or an external device, etc.

[0156] The emotion identification model 59 as an emotion engine may determine the user's emotion according to a specific mapping. Specifically, the emotion identification model 59 may determine the user's emotion according to an emotion map (see FIG. 9), which is a specific mapping. Similarly, the emotion identification model 59 may determine the robot's emotion, and the identification processing unit 290 may perform identification processing using the robot's emotion.

[0157] FIG. 9 illustrates an emotion map 400 on which multiple emotions are mapped. In the emotion map 400, emotions are arranged in concentric circles radiating from the center. Emotions closer to the center of the concentric circles are more primitive. Emotions representing states and behaviors arising from a state of mind are arranged on the outer edges of the concentric circles. The concept of emotion encompasses both emotions and mental states. Emotions generally generated from reactions occurring in the brain are arranged on the left side of the concentric circles. Emotions generally induced by situational judgment are arranged on the right side of the concentric circles. Emotions generally generated from reactions occurring in the brain and induced by situational judgment are arranged on the upper and lower sides of the concentric circles. Furthermore, the emotion of "pleasure" is arranged on the upper side of the concentric circles, and the emotion of "discomfort" is arranged on the lower side. In this way, in the emotion map 400, multiple emotions are mapped based on the structure by which emotions are generated, and emotions that tend to occur simultaneously are mapped close to each other.

[0158] These emotions are distributed in the 3 o'clock direction on emotion map 400, and typically fluctuate between relief and anxiety. In the right half of emotion map 400, situational awareness dominates over internal sensations, resulting in a sense of calm.

[0159] The inside of emotion map 400 represents what is going on in the mind, and the outside of emotion map 400 represents behavior, so the further you go outside emotion map 400, the more visible the emotions become (the more they are expressed in behavior).

[0160] Human emotions are based on various balances, such as posture and blood sugar levels. When these balances deviate from the ideal, a state of discomfort is expressed, and when they approach the ideal, a state of pleasure is expressed. Emotions can also be created for robots, cars, and motorcycles, based on various balances, such as posture and remaining battery life. When these balances deviate from the ideal, a state of discomfort is expressed, and when they approach the ideal, a state of pleasure is expressed. An emotion map can be generated, for example, based on Dr. Mitsuyoshi's emotion map (Research on speech emotion recognition and brain physiological signal analysis systems for emotions, Tokushima University, doctoral dissertation: https: / / ci.nii.ac.jp / naid / 500000375379). The left half of the emotion map lists emotions belonging to the area called "reaction," where sensation is dominant. The right half of the emotion map lists emotions belonging to the area called "situation," where situational awareness is dominant.

[0161] The emotion map defines two emotions that promote learning. One is a negative emotion on the situation side, around the middle of "repentance" or "reflection." In other words, this occurs when the robot experiences negative emotions such as "I never want to feel this way again" or "I don't want to be scolded again." The other is a positive emotion on the response side, around "desire." In other words, this occurs when the robot experiences positive feelings such as "I want more" or "I want to know more."

[0162] The emotion identification model 59 inputs user input into a pre-trained neural network, obtains emotion values ​​indicating each emotion shown in the emotion map 400, and determines the user's emotion. This neural network is pre-trained based on multiple pieces of training data that are combinations of user input and emotion values ​​indicating each emotion shown in the emotion map 400. Furthermore, this neural network is trained so that emotions that are located close to each other have similar values, as in the emotion map 900 shown in FIG. 10. FIG. 10 shows an example in which multiple emotions, "relieved," "calm," and "reassuring," have similar emotion values.

[0163] In the above embodiment, an example was given in which a specific process is performed by one computer 22, but the technology disclosed herein is not limited to this, and distributed processing of the specific process may be performed by multiple computers including computer 22.

[0164] In the above embodiment, an example in which the specific processing program 56 is stored in the storage 32 has been described, but the technology of the present disclosure is not limited to this. For example, the specific processing program 56 may be stored in a portable, computer-readable, non-transitory storage medium such as a USB (Universal Serial Bus) memory. The specific processing program 56 stored in the non-transitory storage medium is installed in the computer 22 of the data processing device 12. The processor 28 executes the specific processing in accordance with the specific processing program 56.

[0165] Alternatively, the specific processing program 56 may be stored in a storage device such as a server connected to the data processing device 12 via the network 54, and the specific processing program 56 may be downloaded and installed on the computer 22 in response to a request from the data processing device 12.

[0166] It is not necessary to store all of the specific processing program 56 in a storage device such as a server connected to the data processing device 12 via the network 54, or to store all of the specific processing program 56 in the storage 32; only a portion of the specific processing program 56 may be stored.

[0167] The hardware resource for executing a specific process can be any of the following types of processors: A processor, for example, is a CPU, which is a general-purpose processor that functions as a hardware resource for executing a specific process by executing software, i.e., a program. A processor also includes a dedicated electrical circuit, such as an FPGA (Field-Programmable Gate Array), a PLD (Programmable Logic Device), or an ASIC (Application Specific Integrated Circuit), which is a processor with a circuit configuration designed specifically for executing a specific process. Each processor has built-in or connected memory, and each processor uses the memory to execute the specific process.

[0168] The hardware resource that executes the specific process may be configured with one of these various processors, or may be configured with a combination of two or more processors of the same or different types (for example, a combination of multiple FPGAs, or a combination of a CPU and an FPGA). Also, the hardware resource that executes the specific process may be a single processor.

[0169] As an example of a system configured with a single processor, first, one processor is configured by combining one or more CPUs and software, and this processor functions as a hardware resource that executes a specific process. Second, there is a system that uses a processor that realizes the functions of an entire system including multiple hardware resources that execute a specific process on a single IC chip, as typified by SoC (System-on-a-chip). In this way, a specific process is realized using one or more of the above-mentioned various processors as hardware resources.

[0170] Furthermore, the hardware structure of these various processors can be, more specifically, an electric circuit that combines circuit elements such as semiconductor devices. The specific processing described above is merely an example. Therefore, it goes without saying that unnecessary steps may be deleted, new steps may be added, or the processing order may be rearranged, without departing from the spirit of the invention.

[0171] In the above example, the first to fourth embodiments have been described separately, but some or all of these embodiments may be combined. The smart device 14, smart glasses 214, headset terminal 314, and robot 414 are merely examples, and they may be combined, or other devices may be used. In the above example, the first and second embodiments have been described separately, but they may be combined.

[0172] The above-described description and illustrations are a detailed explanation of the parts related to the technology of the present disclosure and are merely an example of the technology of the present disclosure. For example, the above description of the configuration, functions, actions, and effects is an explanation of an example of the configuration, functions, actions, and effects of the parts related to the technology of the present disclosure. Therefore, it goes without saying that unnecessary parts may be deleted, new elements may be added, or replacements may be made to the above-described description and illustrations within the scope of the gist of the technology of the present disclosure. Furthermore, to avoid confusion and facilitate understanding of the parts related to the technology of the present disclosure, the above-described description and illustrations omit explanations of common technical knowledge that do not require particular explanation to enable the implementation of the technology of the present disclosure.

[0173] All publications, patent applications, and technical standards mentioned in this specification are herein incorporated by reference to the same extent as if each individual publication, patent application, or technical standard was specifically and individually indicated to be incorporated by reference. [Explanation of symbols]

[0174] 10, 210, 310, 410 Data Processing Systems 12 Data Processing Device 14 Smart Devices 214 Smart Glasses 314 Headset-type terminal 414 Robot

Claims

1. Equipped with audio glasses, The audio glasses are A speaker built into the earpiece, A vibration device that operates in conjunction with the speaker, a deep bass vibration section provided by a vibration device; an ultrasonic section provided by a speaker; A system characterized by:

2. The audio glasses are Built-in LED lights to provide a visual relaxation effect. Enhance the healing effect by combining sound and light 2. The system of claim 1.

3. The deep bass vibration part is It has the ability to optimize and customize based on the user's brainwave patterns.

2. The system of claim 1.

4. The ultrasound section is It has the ability to optimize and customize based on the user's brainwave patterns.

2. The system of claim 1.

5. The audio glasses are To enhance the anti-depressant effect, the device has the function of automatically selecting music or natural sounds of specific frequencies based on the user's emotional state.

2. The system of claim 1.

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