Loudspeaker box light control method and control system

Abstract

The invention discloses a sound box light control method and a sound box light control system. The sound box light control method comprises the following steps: acquiring a communication protocol, an API interface, control mode data, environment illumination data and music rhythm data of a sound box and light equipment; the music rhythm, rhythm and melody change are identified by adopting an audio analysis technology, and a light response algorithm is optimized; analyzing historical and real-time data of the user, setting custom options, and adjusting light according to preferences and scenes; an intelligent machine learning algorithm is applied to continuously learn optimization and automatically adjust the light effect; storing the adjusted light effect to a sound box local storage system; the user interface layout is clear, the function organization is orderly, and the light effect change is displayed; according to the sound box light control method and the sound box light control system, a unified communication protocol and a standardized interface are adopted, interconnection and intercommunication of equipment of different brands and models are realized, and the operation convenience and comfort of a user are improved through a concise interface, navigation, timely feedback and graphical display.

Description

Technical Field

[0001] The invention belongs to the field of speaker lighting control, and in particular relates to a speaker lighting control method and a control system. Background Art

[0002] The control method of speaker lights is to achieve control of speakers and lighting equipment through certain technical means and systems to achieve coordination and interaction between music and lights or create a specific atmosphere effect. Speakers and lighting equipment are controlled manually by physical buttons, remote controls or mobile applications. Users can manually select parameters such as light color, brightness, flashing mode, as well as speaker volume, sound effects and other settings; a series of preset lighting effects and speaker sound effect modes are provided for users to choose from. Users can select the corresponding mode according to their preferences and needs. The system will automatically adjust the settings of speakers and lighting equipment to show lighting effects and sound effects that match the mode; the system automatically adjusts the brightness and flashing mode of the lights according to the rhythm, beat and audio changes of the music, so that the lights and music can interact with each other. For example, the lights flash, jump or change colors to the rhythm of the music; through voice recognition technology, users can control speakers and lighting equipment through voice commands. Users can use specific voice commands to adjust the speaker volume, select music playlists, and change the color and mode of the lights, etc.; using mobile phone applications or applications on other smart devices to communicate and control speakers and lighting equipment through wireless connections, users can set and operate through the application interface, including selecting lighting effects, adjusting speaker volume, etc.

[0003] However, different speakers and lighting devices may use different communication protocols and control methods, which may cause some devices to not work well together. The control interface of some speakers may not be user-friendly, complicated or unintuitive to operate, making it difficult for users to use or adjust lighting effects. Summary of the invention

[0004] In view of the deficiencies in the prior art, the purpose of the present invention is to provide a speaker lighting control method and control system, which adopts a unified communication protocol and standardized interface to promote interconnection between devices of different brands and models, and through clear interface layout and navigation, timely feedback and graphical interface display, allow users to easily operate and understand the changes in lighting effects, thereby improving convenience and comfort of use.

[0005] The technical solution adopted by the present invention to solve its technical problem is:

[0006] A method for controlling speaker lighting, comprising:

[0007] Obtain the communication protocol, API interface, control method data, ambient lighting data, and music rhythm data of speakers and lighting equipment;

[0008] Use audio analysis and processing technology to identify the rhythm, beat and melody changes of music and optimize the lighting response algorithm;

[0009] Obtain the user's historical and real-time usage data, analyze and process it, set custom options, and adjust the light color, brightness, and flashing mode parameters according to the user's personal preferences and scenarios;

[0010] Adopt intelligent machine learning algorithm to continuously learn and optimize according to user preferences and habits, and automatically adjust lighting effects;

[0011] The lighting effects adjusted according to the user's preferences and habits are stored in the local storage system of the speaker;

[0012] The user interface sets up a clear layout and navigation, organizes related functions together, provides timely feedback when users operate, and demonstrates the changes in lighting effects by using a graphical interface and real-time preview effects.

[0013] As a preferred method, the method of obtaining the communication protocol, API interface, control mode data, ambient lighting data, and music rhythm data of the speaker and lighting equipment is as follows;

[0014] Obtain information about communication protocols, API interfaces, and control methods through product specifications and technical manuals of speakers and lighting equipment, and obtain relevant developer documents or API interface documents from the official website or online community of the equipment manufacturer;

[0015] Deploy light sensors to obtain real-time ambient light data and measure the light intensity and color in the environment;

[0016] The music signal is input into the speaker through an audio input device, and the signal is analyzed using audio processing technology to extract rhythm, beat and melody information, or the music is input into the service by utilizing the third-party Shazam music recognition service to automatically identify song information and music rhythm data.

[0017] As a preferred method, audio analysis and processing technology is used to identify the rhythm, beat and melody changes of music, and the method for optimizing the lighting response algorithm is as follows:

[0018] The audio signal is pre-processed by noise reduction and equalization, and the features related to rhythm, beat and melody are extracted from the audio using signal processing technology and digital signal processing algorithms. The features include energy, spectrum, zero-crossing rate and beat intensity.

[0019] By analyzing audio features, time domain analysis, frequency domain analysis, and autocorrelation function algorithms are used to detect and identify the rhythm and beat patterns of music;

[0020] By analyzing the spectrum and pitch information in the audio, it detects and identifies the melody changes in the music, and optimizes the lighting response algorithm based on the rhythm, beat and melody changes of the music, combined with the lighting effect parameters set by the user;

[0021] Apply the optimized lighting response algorithm to the control interface of speakers and lighting equipment to achieve real-time control of lighting effects.

[0022] As a preferred method, the method of obtaining the user's historical usage data and real-time usage data, setting custom options after analysis and processing, and adjusting the light color, brightness, and flashing mode parameters according to the user's personal preferences and scenes is:

[0023] The user's historical usage data is obtained through the user's device records, application usage records, etc., and the real-time usage data is obtained in real time through sensors and user interactions;

[0024] The collected historical and real-time data are analyzed using data analysis tools and algorithms to analyze the user's activity time, preferred music type, and usage frequency, and generate data on the user's preferences, habits, and behavior patterns;

[0025] Based on the results of data analysis, develop personalized lighting settings, including adjusting brightness according to the user's activity time, and selecting colors and flashing modes according to the user's preferred music type;

[0026] Apply the developed personalized plan to the lighting equipment, integrate it through the control interface of the lighting equipment, realize real-time control, and make adjustments in real time according to the user's activities and environmental conditions.

[0027] As a preferred method, an intelligent machine learning algorithm is used to continuously learn and optimize according to the user's preferences and habits, and the method of automatically adjusting the lighting effect is as follows:

[0028] Based on the historical and real-time user usage data, the reinforcement learning machine learning algorithm is used and the labeled data is used to train it;

[0029] Evaluate the trained model, test its performance on new data, optimize and adjust it, deploy the trained model to the actual environment, automatically adjust the lighting according to the actual environment, and continuously collect user feedback data.

[0030] As a preferred method, the method of storing the lighting effects adjusted according to the user's preferences and habits in the local storage system of the speaker is:

[0031] Convert the lighting effects adjusted by user preferences and habits into a storage data format, including encoding and formatting the lighting color, brightness, flashing mode parameters and user preference information;

[0032] Adopt the local storage system of the speaker to store the formatted user lighting adjustment data in the local storage system of the speaker, and implement the access control strategy to ensure that only authorized users can access and modify the data stored in the local storage system of the speaker through passwords and permission control lists;

[0033] Regularly update user data stored in the local system, back up user data stored in the local system, and establish a recovery mechanism.

[0034] Preferably, the user interface has a clear layout and navigation, organizes related functions together, provides timely feedback when the user operates, and displays the changes of lighting effects by using a graphical interface and real-time preview effects:

[0035] Create an intuitive, easy-to-understand user interface that groups related features together and uses concise titles and labels to describe various options and operations;

[0036] Provide instant feedback when users perform operations, including displaying a real-time preview of lighting effects and related numerical adjustments when adjusting color or brightness;

[0037] Adjust the lighting effects by displaying a real-time preview. The graphical interface shows the changes in lighting effects. By adding a lighting effect preview window on the user interface, a real-time preview effect is provided.

[0038] According to the operation methods of different users, different interactions are performed using voice commands or gesture control adjustments.

[0039] A speaker lighting control system, comprising:

[0040] Data acquisition module, used to obtain speaker and lighting data, ambient lighting data, and music data;

[0041] The analysis, processing and identification module is used to analyze and process the collected data and identify the optimization response algorithm;

[0042] The custom option module is used to set the compared data into custom options and adjust parameters according to the user's personal preferences and scenarios;

[0043] The automatic adjustment module is used to continuously analyze and optimize the user's preferences and habits using the intelligent machine learning algorithm, and automatically adjust the lighting effects;

[0044] The parameter storage module is used to record and store the adjusted user preferences and habitual lighting parameter effects in the local speaker storage system;

[0045] The user interface display module is used to group related functions together and adopt a clear layout and navigation, and to show the real-time changes of lighting effects by using a graphical interface and real-time preview effects;

[0046] An interactive speaker system is realized by combining a data acquisition module, an analysis processing and identification module, a custom option module, an automatic adjustment module, a user interface display module and a parameter storage module.

[0047] Another technical problem to be solved by the present invention is to provide an electronic device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the program, a speaker lighting control method and control system as described above are implemented.

[0048] Another technical problem to be solved by the present invention is to provide a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor, a speaker lighting control method and a control system are implemented.

[0049] The beneficial effects of the present invention are:

[0050] By acquiring data such as the communication protocols and API interfaces of speakers and lighting equipment, and combining audio analysis and processing technology, the system can intelligently identify changes in the rhythm, beat and melody of music, thereby optimizing the lighting response algorithm and achieving perfect coordination between music and lighting; using historical and real-time usage data of users, the system can analyze user preferences and scene requirements, provide users with personalized lighting effect settings, and continuously optimize based on user feedback to achieve personalized customization of lighting effects; using intelligent machine learning algorithms, the system can continuously learn and optimize based on user preferences and habits, automatically adjust lighting effects, and enhance user experience; storing adjusted lighting effects in the local storage system of the speaker can achieve fast response and stable effect display without relying on network connection, thereby improving the reliability and stability of the system; the user interface sets a clear layout and navigation, provides timely feedback, and through the use of a graphical interface and real-time preview effects, enables users to intuitively understand changes in lighting effects, thereby improving user operating experience and satisfaction. BRIEF DESCRIPTION OF THE DRAWINGS

[0051] Figure 1 The present invention is a flow chart of a speaker lighting control method and a control system. DETAILED DESCRIPTION

[0052] The principles and features of the present invention are described below, and the examples are only used to explain the present invention and are not used to limit the scope of the present invention. The present invention is described more specifically by way of example in the following paragraphs. According to the following description and claims, the advantages and features of the present invention will become clearer.

[0053] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as those commonly understood by those skilled in the art of the present invention. The terms used herein in the specification of the present invention are only for the purpose of describing specific embodiments and are not intended to limit the present invention. The term "and / or" used herein includes any and all combinations of one or more related listed items.

[0054] Example

[0055] A method for controlling speaker lighting, comprising:

[0056] Obtain the communication protocol, API interface, control method data, ambient lighting data, and music rhythm data of speakers and lighting equipment;

[0057] Use audio analysis and processing technology to identify the rhythm, beat and melody changes of music and optimize the lighting response algorithm;

[0058] Obtain the user's historical and real-time usage data, analyze and process it, set custom options, and adjust the light color, brightness, and flashing mode parameters according to the user's personal preferences and scenarios;

[0059] Adopt intelligent machine learning algorithm to continuously learn and optimize according to user preferences and habits, and automatically adjust lighting effects;

[0060] The lighting effects adjusted according to the user's preferences and habits are stored in the local storage system of the speaker;

[0061] The user interface sets up a clear layout and navigation, organizes related functions together, provides timely feedback when users operate, and demonstrates the changes in lighting effects by using a graphical interface and real-time preview effects.

[0062] By obtaining the communication protocol, API interface, and control method data of the speakers and lighting equipment, it ensures that these devices can be effectively communicated and controlled. At the same time, it obtains ambient lighting data and music rhythm data as input; using audio analysis and processing technology, it analyzes the music in real time and identifies the rhythm, beat, and melody changes of the music. This can be achieved through spectrum analysis, beat detection, and other methods. By optimizing the lighting response algorithm, the rhythm and melody of the music are converted into corresponding lighting effects; the system obtains the user's historical usage data and real-time usage data, and analyzes and processes them. By analyzing the user's preferences and scene requirements, the system can set custom options, adjust the color, brightness, flashing mode and other parameters of the light according to the user's personal preferences and scenes, and achieve personalized lighting effects; the system uses intelligent machine learning algorithms to continuously learn and optimize according to the user's preferences and habits. The system will automatically adjust the lighting effects based on the user's feedback and behavior data, gradually adapt to the user's preferences, and improve the user experience; the lighting effects adjusted according to the user's preferences and habits will be stored in the local storage system of the speaker, so that the system can quickly read and respond to the user's needs without relying on network connection, which improves the reliability and stability of the system; the user interface sets a clear layout and navigation to organize related functions together. When the user operates, the system provides timely feedback and intuitively displays the changes in lighting effects by using a graphical interface and real-time preview effects. In this way, users can operate conveniently and understand the changes in lighting effects in real time.

[0063] The method for obtaining the communication protocol, API interface, control mode data, ambient lighting data, and music rhythm data of the speaker and lighting equipment is as follows;

[0064] Obtain information about communication protocols, API interfaces, and control methods through product specifications and technical manuals of speakers and lighting equipment, and obtain relevant developer documents or API interface documents from the official website or online community of the equipment manufacturer;

[0065] Deploy light sensors to obtain real-time ambient light data and measure the light intensity and color in the environment;

[0066] The music signal is input into the speaker through an audio input device, and the signal is analyzed using audio processing technology to extract rhythm, beat and melody information, or the music is input into the service by utilizing the third-party Shazam music recognition service to automatically identify song information and music rhythm data.

[0067] Through the product manuals, technical manuals and other related documents of speakers and lighting equipment, you can obtain the communication protocol, API interface, and control method information of the equipment. At the same time, you can also obtain relevant developer documents or API interface documents through the official website or online community of the equipment manufacturer. This information is the key to realizing device control and needs to be understood and collected in detail; deploying light sensors can obtain real-time environmental light data and measure the light intensity and color in the environment. Light sensors can communicate with other devices through digital interfaces or analog interfaces and output light intensity and color information. In this way, the system can dynamically adjust the lighting effects according to the real-time ambient lighting data, so that users can get a more realistic and comfortable visual experience; the music signal can be input into the speaker through the audio input device, and the signal can be analyzed using audio processing technology to extract the rhythm, beat and melody information. The audio analysis and processing can be performed by using a digital signal processing (DSP) chip or software algorithm, and the rhythm, beat and melody information of the music can be extracted. In addition, the third-party Shazam music recognition service can be used to input the music into the service to automatically identify the song information and music rhythm data. In this way, the system can dynamically adjust the lighting effects according to the rhythm and melody of the music, so that users can get a richer and more vivid music and lighting experience.

[0068] Using audio analysis and processing technology to identify the rhythm, beat and melody changes of music, the method of optimizing the lighting response algorithm is as follows:

[0069] The audio signal is pre-processed by noise reduction and equalization, and the features related to rhythm, beat and melody are extracted from the audio using signal processing technology and digital signal processing algorithms. The features include energy, spectrum, zero-crossing rate and beat intensity.

[0070] By analyzing audio features, time domain analysis, frequency domain analysis, and autocorrelation function algorithms are used to detect and identify the rhythm and beat patterns of music;

[0071] By analyzing the spectrum and pitch information in the audio, it detects and identifies the melody changes in the music, and optimizes the lighting response algorithm based on the rhythm, beat and melody changes of the music, combined with the lighting effect parameters set by the user;

[0072] Apply the optimized lighting response algorithm to the control interface of speakers and lighting equipment to achieve real-time control of lighting effects.

[0073] By analyzing the product manuals, technical manuals and development documents provided by the manufacturer, key information such as the device's communication protocol, API interface and control method is obtained. This information is the basis for realizing device control and helps to ensure the accuracy and stability of control. By deploying light sensors, the system can obtain real-time light intensity and color information in the environment. These data can be used to dynamically adjust the lighting effect, so that users can get a more realistic and comfortable visual experience, thereby improving user satisfaction. By inputting music signals through audio input devices and using audio processing technology to analyze the signals and extract information such as rhythm, beat and melody, the system can dynamically adjust the lighting effect according to the rhythm and melody changes of the music, so that users can get a richer and more vivid music and lighting experience. By using audio analysis and processing technology, the audio signal is pre-processed by noise reduction and equalization, and then signal processing technology and digital signal processing algorithms are used to extract features related to rhythm, beat and melody. By analyzing these features, the rhythm, beat pattern and melody changes of the music can be detected and identified, and the lighting response algorithm can be optimized according to the lighting effect parameters set by the user. The optimized algorithm is applied to the control interface of the speaker and lighting equipment to achieve real-time control of the lighting effect.

[0074] The method of obtaining the user's historical usage data and real-time usage data, setting custom options after analysis and processing, and adjusting the light color, brightness, and flashing mode parameters according to the user's personal preferences and scenes is as follows:

[0075] The user's historical usage data is obtained through the user's device records, application usage records, etc., and the real-time usage data is obtained in real time through sensors and user interactions;

[0076] The collected historical and real-time data are analyzed using data analysis tools and algorithms to analyze the user's activity time, preferred music type, and usage frequency, and generate data on the user's preferences, habits, and behavior patterns;

[0077] Based on the results of data analysis, develop personalized lighting settings, including adjusting brightness according to the user's activity time, and selecting colors and flashing modes according to the user's preferred music type;

[0078] Apply the developed personalized plan to the lighting equipment, integrate it through the control interface of the lighting equipment, realize real-time control, and make adjustments in real time according to the user's activities and environmental conditions.

[0079] By analyzing the user's historical usage data and real-time usage data, the system can understand the user's preferences, habits and behavior patterns, thereby providing users with personalized lighting settings, allowing users to have a more comfortable and pleasant experience in different scenarios; based on data analysis results such as the user's activity time, preferred music type and usage frequency, the system can intelligently adjust the color, brightness and flashing mode of the light to adapt to changes in user needs and enhance user experience; combined with real-time usage data, the system can obtain the user's activities and environmental conditions in real time, adjust lighting parameters in a timely manner, ensure that the lighting effects are consistent with user needs, and provide more timely and accurate feedback.

[0080] Using intelligent machine learning algorithms, we continuously learn and optimize based on user preferences and habits, and automatically adjust the lighting effects as follows:

[0081] Based on the historical and real-time user usage data, the reinforcement learning machine learning algorithm is used and the labeled data is used to train it;

[0082] Evaluate the trained model, test its performance on new data, optimize and adjust it, deploy the trained model to the actual environment, automatically adjust the lighting according to the actual environment, and continuously collect user feedback data.

[0083] By analyzing the user's historical usage data and real-time usage data, the algorithm can understand the user's preferences and habits, and automatically adjust the lighting effects according to the user's needs, which can provide each user with a personalized lighting experience; the algorithm adopts a reinforcement learning mechanism, continuously collects user feedback data, and uses it to train and optimize the model. Over time, the model can gradually learn more accurate user preferences, thereby improving the adjustment of lighting effects; once the model training is completed and deployed in the actual environment, it can automatically adjust the lighting effects according to the actual environmental conditions and user needs without manual intervention. This can save users' time and energy and provide convenient lighting control.

[0084] The method to store the lighting effects adjusted according to the user's preferences and habits in the local storage system of the speaker is as follows:

[0085] Convert the lighting effects adjusted by user preferences and habits into a storage data format, including encoding and formatting the lighting color, brightness, flashing mode parameters and user preference information;

[0086] Adopt the local storage system of the speaker to store the formatted user lighting adjustment data in the local storage system of the speaker, and implement the access control strategy to ensure that only authorized users can access and modify the data stored in the local storage system of the speaker through passwords and permission control lists;

[0087] Regularly update user data stored in the local system, back up user data stored in the local system, and establish a recovery mechanism.

[0088] Convert user lighting adjustment data into a specific data format, and encode and format parameters such as lighting color, brightness, and flashing mode, so as to ensure data consistency and readability, and make storage and reading more efficient and accurate; use the speaker local storage system for data storage to improve data security, and by implementing access control policies such as passwords and permission control lists, only authorized users can access and modify data stored in the speaker local storage system, so as to protect user privacy and data security; regularly update user data stored in the local system to ensure data timeliness and accuracy. In addition, establishing a backup storage mechanism can prevent data loss or damage and provide data recovery capabilities.

[0089] The user interface sets up a clear layout and navigation, organizes related functions together, provides timely feedback when users operate, and uses a graphical interface and real-time preview effects to show the changes in lighting effects:

[0090] Create an intuitive, easy-to-understand user interface that groups related features together and uses concise titles and labels to describe various options and operations;

[0091] Provide instant feedback when users perform operations, including displaying a real-time preview of lighting effects and related numerical adjustments when adjusting color or brightness;

[0092] Adjust the lighting effects by displaying a real-time preview. The graphical interface shows the changes in lighting effects. By adding a lighting effect preview window on the user interface, a real-time preview effect is provided.

[0093] According to the operation methods of different users, different interactions are performed using voice commands or gesture control adjustments.

[0094] By setting up an intuitive and easy-to-understand user interface and providing timely feedback, users can operate more easily and quickly understand changes in lighting effects, thereby improving user experience; through a graphical interface and real-time preview effects, personalized customization can be performed according to user preferences and needs, making users more satisfied; using voice commands or gesture-controlled adjustments for different interactions allows users to operate in a more intelligent way, improving the intelligence of the product.

[0095] A speaker lighting control system, comprising:

[0096] Data acquisition module, used to obtain speaker and lighting data, ambient lighting data, and music data;

[0097] The analysis, processing and identification module is used to analyze and process the collected data and identify the optimization response algorithm;

[0098] The custom option module is used to set the compared data into custom options and adjust parameters according to the user's personal preferences and scenarios;

[0099] The automatic adjustment module is used to continuously analyze and optimize the user's preferences and habits using the intelligent machine learning algorithm, and automatically adjust the lighting effects;

[0100] The parameter storage module is used to record and store the adjusted user preferences and habitual lighting parameter effects in the local speaker storage system;

[0101] The user interface display module is used to group related functions together and adopt a clear layout and navigation, and to show the real-time changes of lighting effects by using a graphical interface and real-time preview effects;

[0102] An interactive speaker system is realized by combining a data acquisition module, an analysis processing and identification module, a custom option module, an automatic adjustment module, a user interface display module and a parameter storage module.

[0103] Through data collection and analysis, the system can adjust lighting parameters according to the user's personal preferences and scene requirements, achieve personalized speaker lighting effects, and provide a more satisfactory user experience; the system uses intelligent machine learning algorithms to automatically adjust lighting effects by continuously analyzing user preferences and habits. Over time, the system can gradually learn and optimize lighting parameters so that users can get lighting effects that are more in line with their preferences and habits; the user interface display module uses a clear layout and navigation, brings together related functions, and uses a graphical interface and real-time preview effects to show real-time changes in lighting effects. Users can easily operate and adjust and intuitively understand changes in lighting effects.

[0104] This embodiment also provides an electronic device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the computer program, a speaker lighting control method and control system as described above are implemented.

[0105] This embodiment also provides a computer-readable storage medium on which a computer program is stored. When the program is executed by a processor, the speaker lighting control method and control system as described above are implemented.

[0106] Those skilled in the art can understand that all or part of the processes in the above-mentioned embodiment methods can be completed by instructing the relevant hardware through a computer program, and the computer program can be stored in a non-volatile computer-readable storage medium. When the computer program is executed, it can include the processes of the embodiments of the above-mentioned methods. Among them, any reference to memory, storage, database or other media used in the embodiments provided in this application can include non-volatile and / or volatile memory. Non-volatile memory may include read-only memory (ROM), programmable ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM) or flash memory. Volatile memory may include random access memory (RAM) or external cache memory. As an illustration and not limitation, RAM is available in many forms, such as static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double data rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous link (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM).

[0107] Those skilled in the art will clearly understand that for the sake of convenience and brevity of description, only the division of the above-mentioned functional units and modules is used as an example. In actual applications, the above-mentioned functions can be distributed and completed by different functional units and modules as needed, that is, the internal structure of the system can be divided into different functional units or modules to complete all or part of the functions described above.

[0108] The above embodiments of the present invention are not intended to limit the protection scope of the present invention, and the implementation modes of the present invention are not limited thereto. All other modifications, replacements or changes made to the above structures of the present invention based on the above contents of the present invention, in accordance with common technical knowledge and customary means in the art, without departing from the above basic technical ideas of the present invention, should fall within the protection scope of the present invention.

Claims

1. A method for controlling speaker lighting, characterized in that: Included are: Obtain the communication protocol, API interface, control method data, ambient lighting data, and music rhythm data of speakers and lighting equipment; Use audio analysis and processing technology to identify the rhythm, beat and melody changes of music and optimize the lighting response algorithm; Obtain the user's historical and real-time usage data, analyze and process it, set custom options, and adjust the light color, brightness, and flashing mode parameters according to the user's personal preferences and scenarios; Adopt intelligent machine learning algorithm to continuously learn and optimize according to user preferences and habits, and automatically adjust lighting effects; The lighting effects adjusted according to the user's preferences and habits are stored in the local storage system of the speaker; The user interface sets up a clear layout and navigation, organizes related functions together, provides timely feedback when users operate, and demonstrates the changes in lighting effects by using a graphical interface and real-time preview effects.

2. The speaker lighting control method according to claim 1, characterized in that: The method for obtaining the communication protocol, API interface, control mode data, ambient lighting data, and music rhythm data of the speaker and lighting equipment is as follows; Obtain information about communication protocols, API interfaces, and control methods through product specifications and technical manuals of speakers and lighting equipment, and obtain relevant developer documents or API interface documents from the official website or online community of the equipment manufacturer; Deploy light sensors to obtain real-time ambient light data and measure the light intensity and color in the environment; The music signal is input into the speaker through an audio input device, and the signal is analyzed using audio processing technology to extract rhythm, beat and melody information, or the music is input into the service by utilizing the third-party Shazam music recognition service to automatically identify song information and music rhythm data.

3. The speaker lighting control method according to claim 2, characterized in that: The method of using audio analysis and processing technology to identify the rhythm, beat and melody changes of music and optimize the lighting response algorithm is as follows: The audio signal is pre-processed by noise reduction and equalization, and the features related to rhythm, beat and melody are extracted from the audio using signal processing technology and digital signal processing algorithms. The features include energy, spectrum, zero-crossing rate and beat intensity. By analyzing audio features, time domain analysis, frequency domain analysis, and autocorrelation function algorithms are used to detect and identify the rhythm and beat patterns of music; By analyzing the spectrum and pitch information in the audio, it detects and identifies the melody changes in the music, and optimizes the lighting response algorithm based on the rhythm, beat and melody changes of the music, combined with the lighting effect parameters set by the user; Apply the optimized lighting response algorithm to the control interface of speakers and lighting equipment to achieve real-time control of lighting effects.

4. The speaker lighting control method according to claim 3, characterized in that: The method of obtaining the user's historical usage data and real-time usage data, setting custom options after analysis and processing, and adjusting the light color, brightness, and flashing mode parameters according to the user's personal preferences and scenes is as follows: The user's historical usage data is obtained through the user's device records, application usage records, etc., and the real-time usage data is obtained in real time through sensors and user interactions; The collected historical and real-time data are analyzed using data analysis tools and algorithms to analyze the user's activity time, preferred music type, and usage frequency, and generate data on the user's preferences, habits, and behavior patterns; Based on the results of data analysis, develop personalized lighting settings, including adjusting brightness according to the user's activity time, and selecting colors and flashing modes according to the user's preferred music type; Apply the developed personalized plan to the lighting equipment, integrate it through the control interface of the lighting equipment, realize real-time control, and make adjustments in real time according to the user's activities and environmental conditions.

5. The speaker lighting control method according to claim 4, characterized in that: Using intelligent machine learning algorithms, we continuously learn and optimize based on user preferences and habits, and automatically adjust the lighting effects as follows: Based on the historical and real-time user usage data, the reinforcement learning machine learning algorithm is used and the labeled data is used to train it; Evaluate the trained model, test its performance on new data, optimize and adjust it, deploy the trained model to the actual environment, automatically adjust the lighting according to the actual environment, and continuously collect user feedback data.

6. The speaker lighting control method according to claim 5, characterized in that: The method to store the lighting effects adjusted according to the user's preferences and habits in the local storage system of the speaker is as follows: Convert the lighting effects adjusted by user preferences and habits into a storage data format, including encoding and formatting the lighting color, brightness, flashing mode parameters and user preference information; Adopt the local storage system of the speaker to store the formatted user light adjustment data in the local storage system of the speaker, and implement the access control strategy to ensure that only authorized users can access and modify the data stored in the local storage system of the speaker through passwords and permission control lists; Regularly update user data stored in the local system, back up user data stored in the local system, and establish a recovery mechanism.

7. The speaker lighting control method according to claim 6, characterized in that: The user interface sets up a clear layout and navigation, organizes related functions together, provides timely feedback when users operate, and uses a graphical interface and real-time preview effects to show the changes in lighting effects: Create an intuitive, easy-to-understand user interface that groups related features together and uses concise titles and labels to describe various options and operations; Provide instant feedback when users perform operations, including displaying a real-time preview of lighting effects and related numerical adjustments when adjusting color or brightness; Adjust the lighting effects by displaying a real-time preview. The graphical interface shows the changes in lighting effects. By adding a lighting effect preview window on the user interface, a real-time preview effect is provided. According to the operation methods of different users, different interactions are performed using voice commands or gesture control adjustments.

8. A speaker lighting control system, characterized in that: Included are: Data acquisition module, used to obtain speaker and lighting data, ambient lighting data, and music data; The analysis, processing and identification module is used to analyze and process the collected data and identify the optimization response algorithm; The custom option module is used to set the compared data into custom options and adjust parameters according to the user's personal preferences and scenarios; The automatic adjustment module is used to continuously analyze and optimize the user's preferences and habits using the intelligent machine learning algorithm, and automatically adjust the lighting effects; The parameter storage module is used to record and store the adjusted user preferences and habitual lighting parameter effects in the local speaker storage system; The user interface display module is used to group related functions together and adopt a clear layout and navigation, and to show the real-time changes of lighting effects by using a graphical interface and real-time preview effects; An interactive speaker system is realized by combining a data acquisition module, an analysis processing and identification module, a custom option module, an automatic adjustment module, a user interface display module and a parameter storage module.

9. An electronic device, characterized in that: The invention comprises a memory, a processor and a computer program stored in the memory and executable on the processor. When the processor executes the program, the speaker lighting control method as described in any one of claims 1 to 7 is implemented.

10. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the program is executed by a processor, the speaker lighting control method as described in any one of claims 1-7 is implemented.

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