TWM650132U - A smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management - Google Patents

Abstract

This creation proposes a smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management. The system operates electronic devices through the client, including an information receiving module, a data processing module and a third-party information serial connection module, and The network is connected to an external server. The features of this system include the use of a movable microphone and spatial sound source recognition control unit for speech recognition, the voice optimization module for voice feature recognition and voice command judgment model optimization. When the user performs voice operations At the same time, the system can identify the user's location and point the microphone at the user. In addition, the system also includes a daily necessities inventory management module and a smart e-commerce purchasing module. By connecting to the smart inventory management cabinet and external store platform, it can automatically Purchase and manage the inventory of daily necessities. After the user scans the product barcode, the system can obtain product information and store it. The system provides a new solution that integrates speech recognition optimization, property management, smart inventory and e-commerce procurement. .

Description

A smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management

This creation is about the field of intelligent management of household items and automated e-commerce procurement, especially a system that integrates speech recognition optimization, smart home item inventory management, and e-commerce procurement.

With the continuous development of network technology, current shopping malls and systems have been able to provide a wide range of goods and services, mainly targeting the mass market. However, these platforms, such as Yahoo, PChome, Taobao, etc., usually focus on large brands and large quantities of products, and cannot fully pay attention to the individual needs of users. In addition, although these platforms cover a wide range of product categories, there are many product brands and confusing information, which is a big obstacle for customers who are not familiar with consumer products (such as mothers-in-law, etc.). Platforms such as Momo and Dongsen Shopping Platform mainly use media as communication points to face customers through communication. As for food delivery platforms such as Uber Eats, they are mainly medium and large merchants, and it is difficult to pay attention to the needs of traditional merchants.

On the other hand, for items that need to be managed in real time at home, such as food, health foods, medicines, etc., there is currently a lack of a complete inventory management system on the market. Users need to manually record and remember inventory, or use multiple different software to save information, which is not perfect for the needs of regional services.

Existing technologies currently have problems such as cumbersome manual operations and inaccurate voice recognition in home item inventory management and e-commerce procurement. In the past technology, users needed to manually record the inventory status of items and manually make e-commerce purchases when items were insufficient. In addition, existing speech recognition technology is still insufficient in identifying the user's accent and speaking speed, resulting in the user's spoken instructions being unable to be accurately recognized and executed by the intelligent system.

In addition, on the medical side, long-term care patients need a fast and accurate way to contact them when they face medical emergencies. Although telephones and mobile phones can provide a certain degree of convenience, in actual situations, even after family members or patients make an emergency call, they often waste a lot of precious golden rescue time in dialing, waiting, transmitting information, and positioning. There is therefore still room for improved optimization.

On the other hand, in traditional home digital intercom technology, the indoor intercom tablet is usually embedded in the wall of the entrance or living room and cannot be moved. However, when there is a visitor or community information notification, the resident can only operate it while standing next to the indoor intercom tablet. At this time, if the user is a petite child or the elderly, the user cannot look straight due to the fixed angle of the screen. When using this screen interface, it often causes inconvenience in using and browsing information. In addition, the design of the above-mentioned fixed equipment means that residents often cannot obtain visitor information or community notifications in real time when they are in different spaces such as the kitchen or bedroom. In addition, due to the structural design of the fixed equipment, indoor intercom tablets can usually only provide intercoms. Or fixed functions such as community information notifications. However, the applicant believes that since the above-mentioned indoor intercom tablet has networking functions and tablet characteristics, it should be able to provide more diversified smart home control and information interaction center roles.

To sum up, in the existing technology, inventory management and e-commerce procurement systems are cumbersome, inaccurate, and have limited support for different applications and user needs. These problems are all required to be solved by this technical solution. This technical solution uses a highly integrated intelligent inventory management and automatic e-commerce procurement solution, combined with speech recognition technology, to improve the accuracy of the intelligent system's recognition of spoken instructions. At the same time, through seamless connection with the e-commerce platform, automatic procurement is realized and one-stop service is provided for users. This smart system is used in tablet computers, which can be conveniently placed at home and linked with the community property management system. The tablet can also input home addresses and learn based on the user's accent to ensure that the user's spoken instructions can be accurately received and interpreted by the intelligent system.

Our technical solution was developed from the combination of speech recognition technology and intelligent inventory management. After many optimizations and improvements, it finally formed the current technical solution. In this process, we continue to research and explore how to better integrate speech recognition technology and inventory management systems, and how to seamlessly connect with e-commerce platforms to achieve automated procurement.

The improvement of this technical solution is mainly aimed at problems such as cumbersome manual operation and inaccurate speech recognition. These problems have always existed in the existing technology. In order to solve these problems, we need to overcome the challenges of speech recognition technology, such as the influence of factors such as dialects in different regions, user accents, and speaking speeds, and adopt more intelligent inventory management and e-commerce procurement solutions to improve the system's efficiency. Level of automation and user experience.

In addition, traditional property management tablets mostly adopt a fixed design. Although this design ensures the stability of the equipment to a certain extent, it also brings some obvious problems. First of all, because the tablet is fixed at a specific location and cannot be adjusted as the user's position changes, the tablet often cannot clearly receive the user's voice commands, which has a great impact on the effect of voice control. Secondly, the fixed design also limits the optimization space for speech recognition. Even if we upgrade or optimize the existing speech recognition technology, the accuracy of speech recognition cannot be effectively improved due to the fixed location and reception range of the device. Finally, the fixed property management tablet cannot be adjusted according to the speaking habits and accents of different speakers, which also greatly reduces the user experience.

For this technical solution, the problems that need to be solved include: (1) Manual operations are cumbersome, causing users to spend too much time and energy in item inventory management and e-commerce procurement processes. This not only reduces the user's work efficiency, but also increases the user's psychological burden. In this case, users may not be able to keep track of inventory status, leading to problems such as missing items or over-purchasing. (2) Inaccurate speech recognition prevents the user’s spoken instructions from being accurately received and executed by the intelligent system. This may be due to the limitations of existing speech recognition technology in handling different regional dialects, user accents and speaking speeds. In addition, when the intelligent system cannot correctly recognize the user's spoken instructions, it may lead to problems such as incorrect inventory information or failed e-commerce purchases. (3) Existing technology inventory management and e-commerce procurement solutions are relatively independent and lack a high degree of integration. This requires users to repeatedly enter information during use, and it is difficult to synchronize information between the e-commerce platform and the inventory management system, further increasing the user's operating costs. (4) The existing fixed indoor intercom tablet design limits the user's flexibility and convenience. It cannot be moved and can only be operated in specific locations, making it difficult for certain groups of people, such as infants and young children or the elderly, to easily access and browse information.

In order to solve the above problems, this technical solution adopts a highly integrated intelligent inventory management and automatic e-commerce procurement solution, and combines speech recognition technology with the inventory management system. By optimizing the speech recognition module, it can better recognize and learn the user's accent and speaking speed, thereby improving the accuracy of the intelligent system's recognition of spoken instructions. At the same time, through seamless connection with e-commerce platforms, automated procurement is realized to improve user experience and reduce operating costs.

This creation mainly reveals a smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management. The system operates electronic devices through the client, including an information receiving module, a data processing module and a third-party information serial connection module. Connected to an external server via a network, the features of this system include the use of a movable microphone and spatial sound source recognition control unit for speech recognition, the voice optimization module for voice feature recognition and voice command judgment model optimization. When the user speaks During operation, the system can identify the user's location and point the microphone at the user. In addition, the system also includes a daily necessities inventory management module and a smart e-commerce purchasing module. By connecting to the smart inventory management cabinet and external store platform, it can Automatically purchase and manage the inventory of daily necessities. After the user scans the product barcode, the system can obtain product information and store it. The system provides a new solution that integrates speech recognition optimization, property management, smart inventory and e-commerce procurement. plan.

Therefore, in order to achieve the above-mentioned purpose of this creation, the creator of this project provides a smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management to receive a user's operation of an electronic device, and The electronic device is connected to an external server through a network interface controller, and the electronic device includes: a data processing module connected to an information integration and storage unit; an information receiving module connected to the data processing module group, and the information receiving module includes an image receiving unit, a sound receiving unit, a touch receiving unit and a code scanning recognition unit; at least one voice receiving device module is connected to the sound receiving unit, and the voice receiving device The module includes at least one movable microphone and a spatial sound source recognition control unit; a voice optimization module connected to the data processing module and the sound receiving unit; a user operation module connected to the information receiving module , and the user performs image input, voice input, data input and code scanning recognition operations through the user operation module; a third-party information serial connection module is connected to the data processing module; a display module is connected and used to display The output result of the data processing module; a daily necessities inventory management module, connected to the data processing module, and the daily necessities inventory management module network is connected to at least one external networked smart inventory management cabinet; and a smart computer The merchant purchasing module is connected to the data processing module and the third-party information connection module, wherein the smart e-commerce purchasing module is connected to the external store platform and executes the products through the third-party information connection module. Purchasing; wherein, the data processing module performs an automatic replenishment process through the daily necessities inventory management module and the networked smart inventory management cabinet, and performs an automatic replenishment process on the external e-commerce platform through the smart e-commerce purchasing module. Purchasing daily necessities; wherein, when the user scans the product barcode through the code scanning identification unit, the data processing module obtains the product content information through the information receiving module, and stores it in the information integration and storage Within the unit; wherein, the voice receiving equipment module is disposed in a field, and uses the spatial sound source identification control unit to control the movable microphone to rotate and adjust the sound collection angle, and when the spatial sound source identification control unit When it is detected that the user is speaking in the field, the spatial sound source identification control unit identifies the user's specific position in the field space based on the sound collection angle of the rotating microphone and the volume of the sound collection, and then identifies the user's specific position in the field space. The movable microphone is rotated and fixedly pointed at the user; wherein, the voice optimization module targets the user's voice through the operation of the spatial sound source recognition control unit of the voice receiving device module and the movable microphone. Feature information recognition, voice command judgment model optimization and personalized adaptive feedback.

Among them, the smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management, wherein the movable microphone includes: a base for fixing on an external plane; a horizontal rotating base, On the base; a vertical swing base is set on a vertical swing base fixing seat of the horizontal rotating base; a microphone is set on a microphone fixing seat of the vertical swing base; wherein, the base is set There is a first drive unit, a drive control unit and a power supply unit, and the first drive unit is electrically connected to the drive control unit and the power supply unit, and the power supply unit is electrically connected to an external power supply; wherein, the first drive unit is electrically connected to the drive control unit and the power supply unit. The driving unit is pivotally connected to the horizontal rotating base and can drive the horizontal rotating base to rotate horizontally, thereby causing the pointing direction of the microphone to rotate horizontally; wherein, the horizontal rotating base is provided with a second driving unit and is electrically connected Between the drive control unit and the power supply unit, the second drive unit is pivotally connected to the vertical swing base and can drive the vertical swing base to swing vertically, thereby causing the pointing direction of the microphone to swing vertically; wherein, The drive control unit signal is connected to the spatial sound source identification control unit, and the spatial sound source identification control unit controls the rotation of the horizontal rotating base and the vertical swing base through the driving control unit, thereby controlling the rotation of the microphone. direction.

Among them, in the smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management, the microphone is a directional microphone (Directional Microphone) or an omnidirectional microphone (Omnidirectional Microphone).

Among them, the intelligent home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management, wherein the base is formed with a horizontal rotating base positioning convex portion, and the horizontal rotating base is formed with a horizontal rotating base corresponding to the horizontal rotating base. A base positioning groove of the base positioning protrusion is provided, and the horizontal rotation base is disposed on the horizontal rotation base positioning protrusion through the base positioning groove.

Among them, in the smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management, the vertical swing base fixing seat is formed vertically on the horizontal rotating base relative to the base positioning groove.

Among them, in the smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management, the vertical swing base fixing seat of the horizontal rotating base forms an axis accommodation recess, and the vertical The swing base is formed with a shaft protrusion corresponding to the shaft accommodation recess, and the vertical swing base is pivotally connected to the horizontal rotation base through the shaft protrusion and the shaft accommodation recess.

Among them, in the smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management, the formation direction of the shaft accommodation recess is perpendicular to the base positioning groove.

Among them, the smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management, wherein the number of movable microphones is plural and includes a movable microphone main unit and at least one movable microphone auxiliary unit , and the spatial sound source identification control unit is provided on the movable microphone main body.

Among them, the above-mentioned smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management, in which the voice receiving equipment module performs signal connection with the information receiving module through wireless transmission, and includes any of the following One way of wireless transmission solution: Wi-Fi technology wireless transmission solution, radio frequency (RF) technology wireless transmission solution, infrared (IR) technology wireless transmission solution and Wireless HD (WirelessHD) technology wireless transmission solution.

Among them, the above-mentioned smart home item inventory and e-commerce procurement system that combines voice recognition optimization and property management, in which the smart e-commerce procurement module is connected in series with an external e-commerce platform through the third-party information serial connection module, It provides product price comparison, evaluation inquiry and shopping cart functions, and allows users to select and purchase products on the e-commerce platform through the user operation module.

Among them, the above-mentioned smart home item inventory and e-commerce purchasing system combines speech recognition optimization and property management, in which the daily necessities inventory management module is connected to the networked smart inventory management cabinet through wireless communication to update inventory information in real time. And when the inventory of items is lower than the preset value, a shopping list is automatically generated.

Among them, the above-mentioned smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management, in which the user operation module allows the user to manually input or input the items to be purchased through voice, and add them to the shopping list middle.

Among them, the smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management, wherein the voice receiving unit of the information receiving module includes a voice recognition system that can analyze the user's voice instructions and Perform the appropriate action.

Among them, the above-mentioned smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management, in which the code scanning recognition unit can scan the bar code or QR code of the product and obtain detailed information of the product through the Internet, And this detailed information includes but is not limited to any one or a combination of multiple types of product information below: product price, product specifications, product origin, shelf life information, and product instruction manual.

Among them, the above-mentioned smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management, in which the image receiving unit of the information receiving module has an image recognition system that can identify photos or physical objects of the product , and obtain detailed information about the product through the Internet.

Among them, the smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management further includes a smart home equipment management module and is connected to the data processing module. The smart home equipment management module is The third-party information serial connection module connects to various smart devices in the home and allows users to operate and manage smart devices through user operation modules or voice control. Smart devices include but are not limited to the following devices: smart lighting equipment, smart air-conditioning equipment , smart door locks, smart curtains, smart electronic equipment and smart sweeping robots.

Among them, the smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management further includes a property management and community information notification module and is connected to the data processing module, wherein the property management and community information notification module The module is connected to the property management company or community service platform through a third-party information connection module to receive property announcements, community news and other information, and presents the information to the user through the display module or through voice broadcast, and the property The management and community information notification module also has an intercom function and is connected to an external door intercom. Through the user operation module, the user can use the property management and community information notification module to complete the pairing function and remote unlocking with the door intercom. , Community member intercom communication function.

Among them, the smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management also includes a smart recipe module and is connected to various recipe websites or databases through a third-party information connection module. Obtain various recipe information and display the recipe information on the display module. Moreover, the smart recipe module uses the daily necessities inventory management module and the inventory information in the networked smart inventory management cabinet, and combines the ingredients of the selected recipe. A shopping list is automatically generated based on demand and purchased through the smart e-commerce purchasing module.

Among them, the smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management, wherein the electronic device is installed in the user's home and can record the specific address information of the user's home, and the specific address information It is stored in the information integration and storage unit.

Among them, the smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management further includes an emergency event processing module and is connected to the data processing module, wherein the emergency event processing module is processed through the third The three-party information serial connection module is connected to the external emergency response unit, and when the user triggers the emergency response function through the user operation module, the data processing module completes the emergency notification through the emergency handling module and automatically reports the specific address of the user's home. Information is transmitted to external emergency response units.

In order to more clearly describe the smart home inventory and e-commerce purchasing system proposed by the present invention that combines speech recognition optimization and property management, the following will describe the preferred embodiment of the present invention in detail with reference to the drawings.

Please refer to Figures 1 to 8, which are system block diagrams, another system block diagram, yet another system block diagram, and practical application of this new smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management respectively. Schematic diagram, another practical application diagram, an action diagram of the new movable microphone, an exploded view of the movable microphone, and a block diagram of the movable microphone. As shown in the figure, the new smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management is used to receive a user by operating an electronic device 1, and the electronic device 1 is connected through a network The interface controller 101 is connected to an external server 2, and the electronic device 1 mainly includes: a data processing module 11, an information receiving module 12, a user operation module 13, and a third-party information serial connection Module 14, a display module 15, a daily necessities inventory management module 16, a smart e-commerce purchasing module 17, a voice receiving equipment module 20 and a voice optimization module 23.

Among them, the data processing module 11 is connected to an information integration and storage unit 111, and the information receiving module 12 is connected to the data processing module 11, and the information receiving module 12 includes an image receiving unit. 121. A sound receiving unit 122, a touch receiving unit 123 and a code scanning recognition unit 124. In addition, the user operation module 13 is connected to the information receiving module 12, and the user performs image input, voice input, data input and code scanning recognition operations through the user operation module 13, and the third-party information is connected in series The module 14 is also connected to the data processing module 11 .

In addition, the display module 15 is connected to and used to display the output results of the data processing module 11, and the daily necessities inventory management module 16 is connected to the data processing module 11, and the daily necessities inventory management module 16 The network is connected to at least one external networked smart inventory management cabinet 4; and the smart e-commerce purchasing module 17 is connected to the data processing module 11 and the third-party information serial connection module 14, wherein the smart e-commerce purchasing module 17 is connected to the network. The merchant purchasing module 17 connects to the external store platform through the third-party information serial connection module 14 and executes product purchasing.

Moreover, the data processing module 11 performs an automatic replenishment process through the daily necessities inventory management module 16 and the daily necessities inventory in the networked smart inventory management cabinet 4 and externally through the smart e-commerce purchasing module 17 Purchase daily necessities on the e-commerce platform. In addition, when the user scans the product barcode through the code scanning identification unit 124, the data processing module 11 obtains the product content information through the information receiving module 12, and Stored in the information integration and storage unit 111.

It is worth mentioning that in this new technology, the voice receiving device module 20 is connected to the sound receiving unit 122, and the voice receiving device module 20 includes two movable microphones 21 and a spatial sound sensor. Source identification control unit 22; and, the voice optimization module 23 is connected to the data processing module 11 and the sound receiving unit 122.

Among them, the voice receiving equipment module 20 is arranged in a field, and uses the spatial sound source identification control unit 22 to control the movable microphone 21 to rotate and adjust the sound collection angle, and when the spatial sound source identification control unit 22 When the unit 22 detects that the user is speaking in the field, the spatial sound source identification control unit 22 identifies the user in the field space based on the sound collection angle of the rotating microphone 21 and the volume of the sound collection. The specific position of the movable microphone 21 is then rotated and fixedly pointed at the user; in addition, the voice optimization module 23 uses the spatial sound source recognition control unit 22 of the voice receiving device module 20 and the movable The operation of the microphone 21 is to identify the user's voice characteristic information, optimize the voice command judgment model, and provide personalized adaptive feedback.

In more detail, each movable microphone 21 includes: a base 211, a horizontal rotating base 212, a vertical swing base 213 and a microphone 214; wherein, the base 211 is used to be fixed on an external plane. , and the horizontal rotating base 212 is arranged on the base 211, and the vertical swinging base 213 is arranged on one of the vertical swinging base fixing seats 2123 of the horizontal rotating base 212. In addition, the microphone 214 is It is provided on a microphone fixing base 2131 of the vertical swing base 213 .

Following the above, the base 211 is provided with a first drive unit 2111, a drive control unit 2112 and a power supply unit 2113, and the first drive unit 2111 is electrically connected to the drive control unit 2112 and the power supply unit. 2113, and the power supply unit 2113 is electrically connected to an external power supply; in addition, the first driving unit 2111 is pivotally connected to the horizontal rotating base 212 and can drive the horizontal rotating base 212 to rotate horizontally, thereby making the microphone 214 for horizontal rotation.

Further, the horizontal rotating base 212 is provided with a second driving unit 2121 and is electrically connected to the driving control unit 2112 and the power supply unit 2113, and the second driving unit 2121 is pivotally connected to the vertical swing base. 213 and can drive the vertical swing base 213 to swing vertically, thereby causing the pointing direction of the microphone 214 to swing vertically; in addition, the drive control unit 2112 is signal connected to the spatial sound source identification control unit 22, and the space The sound source identification control unit 22 controls the rotation of the horizontal rotating base 212 and the vertical swinging base 213 through the driving control unit 2112, thereby controlling the direction of the microphone 214.

In this new technology, the microphone 214 is a directional microphone (Directional Microphone) or an omnidirectional microphone (Omnidirectional Microphone), and directional microphones and omnidirectional microphones are included in the speech recognition optimization technology with speaker tracking function. Each has unique and important advantages. First, directional microphones are specifically designed to capture sounds coming from specific directions, and their preference and concentration are great advantages for speech recognition in specific environments. For example, in an environment where multiple people are speaking at the same time, using directional microphones can help the system focus on the voice of the target speaker, effectively reducing interference from other sources. In addition, directional microphones respond better to sounds coming from specific directions, which makes them more effective in tracking and identifying the speech of a specific speaker in complex environments.

Omnidirectional microphones, on the other hand, receive sound equally from all directions, which is useful when you need to capture sound information from the entire environment or when the specific location of the speaker is uncertain. When a system needs to locate or track a speaker, this feature of omnidirectional microphones can help identify and track the speaker's voice regardless of where they are in the room or while they are moving. In general, the use of these two microphones can be selected according to specific usage environments and needs. Both can effectively improve the performance and accuracy of speech recognition optimization technology with speaker tracking function.

Wherein, the base 211 is formed with a horizontal rotation base positioning protrusion 2114, and the horizontal rotation base 212 is formed with a base positioning groove 2122 corresponding to the horizontal rotation base positioning protrusion 2114, and the horizontal rotation base is formed with a base positioning groove 2122 corresponding to the horizontal rotation base positioning protrusion 2114. The rotating base 212 is disposed on the horizontal rotating base positioning protrusion 2114 through the base positioning groove 2122. In addition, the vertical swing base fixing seat 2123 is vertically formed on the horizontal rotating base 212 relative to the base positioning groove 2122.

Moreover, the vertical swing base fixing seat 2123 of the horizontal rotation base 212 is formed with a shaft receiving recess 21231, and the vertical swing base 213 is formed with a shaft corresponding to the shaft receiving recess 21231. The convex portion 2132, and the vertical swing base 213 is pivotally connected to the horizontal rotation base 212 through the shaft convex portion 2132 and the shaft receiving recess 21231. The formation direction of the shaft receiving recess 21231 is perpendicular to the base positioning groove 2122.

In this embodiment, the two movable microphones 21 include a movable microphone main unit 21a and at least one movable microphone auxiliary unit 21b, and the spatial sound source identification control unit 22 is provided on the movable microphone main unit 21a. superior. Among them, the voice receiving equipment module 20 performs signal connection with the information receiving module 12 through wireless transmission, and includes any of the following wireless transmission solutions: Wi-Fi technology wireless transmission solution, radio frequency (RF) technology Wireless transmission solution, infrared (IR) technology wireless transmission solution and Wireless HD (WirelessHD) technology wireless transmission solution.

It is worth mentioning that in this embodiment, the two movable microphones 21 include a movable microphone main unit 21a and at least one movable microphone auxiliary unit 21b, and the spatial sound source identification control unit 22 is disposed on on the movable microphone main unit 21a. It is worth mentioning that this embodiment is only adapted to two movable microphones due to the usage scenario. However, in practical applications, the user can adjust the number of movable microphones according to the size of the sound field space. Adjustment of the number of movable microphones should still fall within the scope of this invention's rights.

Among the specific practical technical means of speech recognition optimization technology provided by this model, these means can improve the differences in speech recognition effects caused by speakers' accent, speaking speed, volume, habitual expressions and other factors, and improve voice commands. The control effect includes a combination of the following means: training and adaptation of the sound model, through deep learning of the training data set, so that the system can learn and understand various accents, speaking speeds and expressions. Such a model can further perform adaptive learning through actual interactions with users to better understand the voice habits of specific users. Noise suppression and sound enhancement: Among sound processing technologies, these two technologies can reduce background noise and enhance the target sound source, so that the speech recognition system can better focus on and understand the target speaker's speech.

In addition, this model is combined with Voice Activity Detection (VAD) technology for detecting the start and end of speech, which can assist the system in determining when to start and stop speech recognition, as well as the speech normalization CyberLink model: used to adjust the sound The volume, pitch and other factors are used to achieve a standardized state, thereby improving the effect of speech recognition. Finally, combined with the use of audio fingerprint (Audio Fingerprint) technology, the speaker's voice characteristics can be uniquely identified, which can improve the system's recognition of special features. Speaker recognition effects of speech features.

Specifically, the specific implementation process of these steps will be described in detail below:

First, we need to collect a large number of speech samples, which need to contain a variety of accents, speaking speeds, volume and expression changes. Once we have collected enough speech samples, we can start training the sound model. A common way is to use deep learning technology, such as Convolutional Neural Networks (CNN) or Long Short Term Memory (LSTM). These neural networks can be trained on large amounts of speech samples to learn various characteristics and patterns of speech. In addition, we can also take advantage of adaptive learning, which allows the model to self-adjust and learn based on the user's actual speech habits.

Then we need to do noise suppression and sound enhancement. This step usually involves sound processing techniques such as Fourier Transform and Modulation Filtering. We can use these technologies to remove background noise and improve the clarity of target sound sources. For example, we can use the Fourier transform to convert a speech signal from the time domain to the frequency domain, then identify and remove noise components, and finally convert the cleaned signal back to the time domain.

After this, we need to do Voice Endpoint Detection (VAD). This is a technology that recognizes the beginning and end of speech, helping us determine when to start and stop speech recognition. A common method is to use energy thresholds. When the energy of the speech signal exceeds a certain threshold, we think the speech begins; when the energy of the speech signal is lower than a certain threshold, we think the speech ends.

After this, we need to do phonetic regularization. This step is mainly to adjust the sound signal to a standardized state to improve the effect of speech recognition. This may involve adjusting the volume, pitch, etc. of the voice signal. Specifically, we can calculate the average volume and standard deviation of the speech signal, and then normalize the speech signal so that the average volume of the speech signal is 0 and the standard deviation is 1.

Finally, we can use sound fingerprinting technology to improve the recognition of special sound characteristics. Acoustic fingerprinting is a technique for extracting features from speech signals that we can use to identify and track specific speakers. A common method is to use Mel Frequency Cepstral Coefficients (MFCC) to extract features of the speech signal, and then use these features to generate sound fingerprints.

Through these steps, we can effectively process and recognize speech signals, thereby improving the effect of speech recognition. These technical means are not isolated, but need to be considered and used comprehensively to achieve the best results.

It is worth mentioning that the smart e-commerce purchasing module 17 connects with the external e-commerce platform through the third-party information connection module 14 to provide product price comparison, evaluation inquiry and shopping cart functions, and through the The user operation module 13 allows the user to select and purchase goods on the e-commerce platform, and the daily necessities inventory management module 16 is connected to the networked smart inventory management cabinet 4 through wireless communication for real-time updating of inventory information and updating of items. When the inventory is lower than the preset value, a shopping list is automatically generated.

Moreover, the user operation module 13 further allows the user to manually input or input the items to be purchased through voice and add them to the shopping list. The voice receiving unit 122 of the information receiving module 12 includes a voice recognition system. The speech recognition system is able to parse the user's voice instructions and perform corresponding operations. The code scanning identification unit 124 can scan the barcode or QR code of the product and obtain detailed information of the product through the Internet, and the detailed information includes but is not limited to any one or a combination of the following product information: product price, Product specifications, product origin, shelf life information and product instructions. In addition, the image receiving unit 121 of the information receiving module 12 has an image recognition system, which can recognize photos or physical objects of the product and obtain detailed information of the product through the Internet.

In this new technology, the combination of the daily necessities inventory management module 16 and the smart e-commerce purchasing module 17 makes the replenishment process of daily necessities seamless and automated. This feature greatly reduces the user's burden of manually managing the inventory of items at home, and can notify users in advance when the inventory of items is about to be exhausted, or automatically complete the replenishment process on the e-commerce platform. This not only ensures sufficient necessities at home, but also allows users to devote more time and energy to more important things. It is worth mentioning that the smart e-commerce purchasing module 17 connects with the external e-commerce platform through the third-party information serial connection module 14 to provide users with a comprehensive and convenient online shopping experience. It can compare product prices on different platforms, query reviews, manage shopping carts, etc., allowing users to obtain the most competitive prices and the highest shopping satisfaction.

In addition, the flexibility of the user operating module 13 is also a major advantage. In addition to manually inputting the items to be purchased, users can also add shopping lists through the voice input function, which is especially convenient for users with limited vision or who are too busy to operate. At the same time, the voice receiving unit 122 and the code scanning recognition unit 124 of the information receiving module 12 can quickly obtain detailed information about the product through voice recognition and scanning the product barcode or QR code, further improving the convenience of shopping. Furthermore, the image recognition system of the image receiving unit 121 can identify photos or actual products and obtain detailed information, which is of great help to users who cannot read product information clearly or have questions about the products. This way of identifying and obtaining information not only improves the shopping experience, but also helps improve users' confidence and satisfaction in purchasing goods.

In addition, as shown in the figure, this new type of smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management also includes: a smart home equipment management module 10, a property management and community information Notification module 50 , a smart recipe module 30 and an emergency event handling module 40 . Among them, the smart home equipment management module 10 is connected to the data processing module 11, wherein the smart home equipment management module 10 is connected to various smart devices in the home through the third-party information serial connection module 14, and Allow users to operate and manage smart devices through the user operation module 13 or voice control, and smart devices include but are not limited to the following devices: smart lighting equipment, smart air-conditioning equipment, smart door locks, smart curtains, smart electronic supplies, and smart devices. Sweeping robot.

In addition, the property management and community information notification module 50 is connected to the data processing module 11, wherein the property management and community information notification module 50 communicates with the property management company or the property management company through the third-party information serial connection module 14. The community service platform is connected to receive information such as property announcements and community news, and the information is presented to the user through the display module 15 or broadcast through voice. Moreover, the property management and community information notification module 50 also has an intercom function and It is connected to an external door intercom 5, and through the user operation module 13, the user can complete the pairing function, remote unlocking, and community member intercom communication functions with the door intercom through the property management and community information notification module 50.

In terms of improving the convenience of smart home life, the smart home device management module 10 provides a solution for centralized control and management of various smart devices. Users can connect and control various smart devices in the home through the data processing module 11 and the third-party information serial module 14, such as smart lighting equipment, smart air-conditioning equipment, smart door locks, smart curtains, smart electronic appliances, and smart home appliances. Sweeping robots, etc. Through this module, users can manage their smart home environment more conveniently and intuitively, improving their home life experience. In addition, the property management and community information notification module 50 brings an innovative experience in property and community management. Users can not only receive property announcements, community news and other information through this module, but can also connect to the door intercom through its intercom function to complete the intercom function, remote unlocking, and community member dialogue and communication functions. The realization of these functions not only improves the convenience of users' lives, but also further strengthens community contact and interaction, and promotes community harmony and safety. In addition, by connecting to property management companies or community service platforms, the system can implement more intelligent property management functions, such as smart payment, smart repair reporting, etc., further improving the quality and efficiency of property services.

Moreover, the smart recipe module 30 is connected to various recipe websites or databases through the third-party information connection module 14 to obtain various recipe information and display the recipe information on the display module 15, and, the The smart recipe module 30 automatically generates a shopping list through the inventory information in the daily necessities inventory management module 16 and the networked smart inventory management cabinet 4, combined with the ingredient requirements of the selected recipe, and uses the smart e-commerce purchasing module to Group 17 makes purchases. At the same time, the electronic device 1 is installed in the user's home and can record the specific address information of the user's home, and the specific address information is stored in the information integration and storage unit 111 . Following the above, the emergency event processing module 40 is connected to the data processing module 11. The emergency event processing module 40 is connected to the external emergency response unit through the third-party information serial connection module 14, and when the user When the emergency response function is triggered through the user operation module 13, the data processing module 11 completes the emergency notification through the emergency processing module 40 and automatically transmits the specific address information of the user's home to the external emergency response unit.

Through the smart recipe module 30, the system not only provides a platform for users to conveniently query recipes, but also combines with the daily necessities inventory management module 16 to realize the function of automatically generating shopping lists. This design can reduce the user's burden of remembering ingredients and manually adding them to the shopping list, improving the user's cooking experience. Furthermore, the smart recipe module 30 can recommend suitable recipes based on the inventory situation at home, realizing inventory optimization and reducing the waste of ingredients. In addition, the smart e-commerce purchasing module 17 can interact with the e-commerce platform through the Internet and automatically add items on the generated shopping list directly to the shopping cart, further simplifying the shopping process. At the same time, in conjunction with the actual address of the electronic device 1, accurate home delivery service can be achieved, providing users with a more complete one-stop cooking service.

In terms of security, the emergency handling module 40 in the system combines specific address information to achieve rapid response to emergency events. When the user triggers the emergency response function, the system can immediately transmit emergency information and address information to external emergency response units, ensuring rapid handling of emergencies and improving family safety. Based on the above, this system is particularly beneficial to the care of the elderly. For the elderly or the elderly with mobility difficulties, the emergency handling module 40 can not only quickly transmit messages to external emergency response units when an emergency occurs, but also combines Specific address information can greatly improve the efficiency of emergency rescue, thereby reducing possible risks.

In addition, this system can also connect with various health monitoring equipment through the third-party information serial module 14 to collect and analyze the elderly's health status, such as heartbeat, blood pressure, blood sugar and other data. In the event of data anomalies, the system can immediately send an alarm and automatically trigger the emergency handling module 40 to transmit the situation to the corresponding medical institution or family members, thereby detecting and handling possible health problems early. On the other hand, for the elderly who have cognitive impairment or live alone, the voice function of the user operation module 13 can provide additional help. Elderly people can operate various devices at home through voice commands, thereby reducing the difficulties in their lives. At the same time, the system can also be set to remind the elderly to take medication or perform other important activities regularly to prevent the elderly from forgetting.

The following will describe the actual application scenarios of this new system and the advantages it can bring: This new system can be equipped with the functions of learning the user's accent and speech speed recognition and optimization to ensure that the user's spoken instructions can be accurately recognized by the intelligent system. Receiving and interpreting; in addition, for daily necessities inventory management, when users purchase goods, they can complete the purchase process through scanning and other methods, and add information such as the goods purchased by the user and inventory quantity to the inventory information; when the user uses daily necessities When purchasing supplies, the shipping process can be completed again by scanning, etc., thereby reducing the information such as the products purchased by the user and the inventory quantity in the inventory information, and passing the information such as the product and inventory quantity to the system.

In addition, this system can automatically connect the system control center to the external e-commerce platform through the smart e-commerce purchasing function. When the user informs the system module of the goods and quantity they want to purchase through voice, the system will automatically control the system according to the user's address and habits. and other information to automatically place an order on the external e-commerce platform. When the system detects that a specific item is lower than the quantity that needs to be replenished, it can also automatically complete the online product order through this system to achieve the automatic replenishment function. The system can also provide users with daily necessities inventory, inventory warnings, e-commerce information, purchasing budget control and other information. Among them, the system can upload user information and usage data to the user data conversion database of the cloud computing computer. At the same time, The cloud computer can analyze the user's behavior based on the following information stored in the user data conversion database to complete information conversion such as automatic purchasing recommendations and home life care recommendations: purchasing behavior, financial information, voice recognition information, household supplies Quantity information, health medicine quantity information, user family member information, user physiological health information.

The electronic device is installed in the user's home and can record the specific address information of the user's home. The specific address information is uploaded to the user data conversion database of the cloud computer. In this way, this new system can have a relatively high performance in e-commerce procurement. High practicality, it can be shipped directly to the user's home address based on the specific address information, and the warehouse management function is realized through the daily necessities inventory management function, which is designed to establish a family's inventory of time-sensitive items (such as food, medicine and health food) etc.) management. Users can directly record the items purchased in the mall on the device, or obtain them from other channels, and then use the QR barcode recognition function to input the information of the purchased items to obtain the item's information and usage period. In contrast, the system displays daily necessities inventory, inventory warnings, e-commerce information, procurement budget control and other information to facilitate users to understand the inventory status and perform corresponding operations. In addition, the system can also remind users of items that are about to expire, assisting them in consuming them in a timely manner or donating items to cooperative welfare organizations with consent when they cannot be fully used, thereby reducing waste and realizing substantial ESG value.

In addition, this system also reveals that it can be connected to an external property/building management system, and the property/building management system can use the electronic device to display community notice information through the display module. Since the system device is permanently placed at the actual address, the user's information (including basic information, medical information, food preferences, payment settings, etc.) can be accessed at any time as long as they are entered. With voice and touch input functions, the front end can be connected in series with the back end and some customized applications can be preset to be processed through keywords or one-click operations.

This system can also be combined with new payment methods: In order to meet the diverse payment needs in community-based businesses, we have proposed the following payment methods, which are designed to solve scenarios that traditional digital payments cannot adapt to, and can achieve the following functions: A. Fixed user payment Guarantee: Since every user in the system is fixed and known, there is no risk of virtualization or theft. Users can pay through two payment methods: one is for payment of building management fees, and the other is for the payment method set by the system. B. Flexible payment methods: The building manager can conduct transfer, prepayment or monthly settlement according to the user's needs. The system can arrange payment plans for users. C. Virtual currency: In order to adapt to the payment needs of different scenarios, we will issue virtual currency within the system. Users can obtain virtual currency through prepayment, periodic settlement (such as monthly settlement, weekly settlement, etc.) or a new payment from the building management fee through the property system. D. Merchant payment method: For merchants, the system can pay the cash after the sum of virtual currency to the merchant within the expected payment time limit when signing the contract, or transfer it to the merchant's bank account. E. Through these new payment methods, we aim to provide users with a more flexible and convenient payment experience, and at the same time bring more convenient payment methods to merchants to meet the diverse payment needs of community-based businesses.

Among them, the warehouse management function can be realized through smart storage cabinets or smart medicine cabinets equipped with AIOT technology. Specifically, smart storage devices can use image recognition, weight recognition, barcode recognition, etc. to store the items purchased by users. Inventory management of consumables such as daily necessities, health care products, and medicines. When the user puts the above items into the smart storage device, or takes them out to use or eat the smart storage device, the smart storage device can instantly judge the life of the user. The quantity of items is then transmitted back to the new system to realize the warehouse management function.

The following summarizes the core functions and advantages of this new model:

A. Safety alarm function: A one-to-many fixed call for help is completed through a fixed electronic device, allowing users to send out a call for help immediately, improving the efficiency of emergency medical treatment; in addition, it can accurately inform the medical unit of the individual's medical history, which is helpful for medical treatment. Personnel can make treatment decisions more quickly.

B. Bulletin board function: Provides real-time message reminders to facilitate family members to know what is happening at any time; allows people living alone or users who are not familiar with 3C devices to grasp relevant information in a timely manner.

C. E-commerce platform function: It allows e-commerce companies to go directly to the platform and reach consumers' homes more accurately; it provides users with room for negotiation, and it also helps merchants prepare.

D. Voice recognition function: It can complete all the steps with one command, saving the user's time and trouble; it can handle many daily needs, such as purchasing food, calling the police for rescue, dealing with items that are about to expire or there are more food, etc.

E. Virtual currency function: Because the system registers and fixes both users and merchants with real names, virtual currency can be issued without any security concerns; it can be pledged and exchanged with physical money, eliminating the risk of virtual currency.

F. Intelligent warehousing function: It can intelligently grasp the inventory quantity of daily necessities purchased/used by users, and automatically trigger the function of replenishment orders, saving users the trouble of manually placing orders for replenishment; it can achieve precise sales, providing merchants and users with Bring more convenience and value.

These advantages make this new system highly practical and market competitive in home item inventory management and e-commerce procurement.

It must be emphasized that the above detailed description is a specific description of possible embodiments of the present invention. However, the embodiments are not intended to limit the patent scope of the present invention. Any equivalent implementation or modification that does not deviate from the technical spirit of the present invention will All should be included in the patent scope of this case.

1: Electronic devices 11:Data processing module 111:Information integration and storage unit 12:Information receiving module 121:Image receiving unit 122: Sound receiving unit 123:Touch receiving unit 124: Scan code identification unit 13:User operation module 14: Third-party information series connection module 15:Display module 16: Daily necessities inventory management module 17:Smart e-commerce procurement module 20: Voice receiving equipment module 21: Movable microphone 22: Spatial sound source identification control unit 23: Voice optimization module 101:Network Interface Controller 2:External server 4: Networked smart inventory management cabinet 10:Smart home equipment management module 50: Property management and community information notification module 5: Door intercom 30:Smart recipe module 40:Emergency handling module 21: Movable microphone 21a: Movable microphone host 21b: Movable microphone auxiliary unit 211:Base 2111: First drive unit 2112:Drive control unit 2113:Power supply unit 2114: Horizontal rotating base positioning convex part 212: Horizontal rotating base 2121: Second drive unit 2122: Base positioning slot 2123: Vertical swing base holder 21231: Shaft housing recess 213: Vertical swing base 2131: Microphone holder 2132: Shaft body convex part 214:Microphone

Figure 1 is a system block diagram of this new type of smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management; Figure 2 is a system block diagram of this new type of smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management. Another system block diagram of the merchant purchasing system; Figure 3 is another system block diagram of the new smart home inventory and e-commerce purchasing system that combines voice recognition optimization and property management; Figure 4 is another system block diagram of the new smart home inventory and e-commerce purchasing system that combines voice recognition A schematic diagram of the practical application of a smart home item inventory and e-commerce purchasing system with recognition optimization and property management; Figure 5 is another practical application schematic diagram of a smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management. ; Figures 6A~6B are action diagrams of the movable microphone of the present invention; Figure 7 is an exploded view of the movable microphone of the present invention; and Figure 8 is a block diagram of the movable microphone of the present invention.

1: Electronic devices

20: Voice receiving equipment module

21: Movable microphone

21a: Movable microphone host

21b: Movable microphone auxiliary unit

Claims (20)

A smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management to receive a user terminal by operating an electronic device, and the electronic device is connected to an external server through a network interface controller device, and the electronic device includes: a data processing module connected to an information integration and storage unit; An information receiving module is connected to the data processing module, and the information receiving module includes an image receiving unit, a sound receiving unit, a touch receiving unit and a code scanning recognition unit; At least one voice receiving device module is connected to the sound receiving unit, and the voice receiving device module includes at least one movable microphone and a spatial sound source identification control unit; A voice optimization module is connected to the data processing module and the sound receiving unit; A user operation module is connected to the information receiving module, and the user performs image input, voice input, data input and code scanning recognition operations through the user operation module; A third-party information serial connection module is connected to the data processing module; A display module is connected and used to display the output results of the data processing module; A daily necessities inventory management module is connected to the data processing module, and the daily necessities inventory management module is network connected to at least one external networked smart inventory management cabinet; and A smart e-commerce purchasing module is connected to the data processing module and the third-party information serial connection module, wherein the smart e-commerce purchasing module is connected to an external store through the third-party information serial connection module. commerce platform and execute commodity procurement; Among them, the data processing module performs an automatic replenishment process through the daily necessities inventory management module and the online smart inventory management cabinet, and performs an automatic replenishment process on the external e-commerce platform through the smart e-commerce purchasing module. Purchase daily necessities; Among them, when the user scans the product barcode through the code scanning identification unit, the data processing module obtains the product content information through the information receiving module and stores it in the information integration and storage unit; Wherein, the voice receiving equipment module is arranged in a field, and uses the spatial sound source identification control unit to control the movable microphone to rotate and adjust the sound collection angle, and when the spatial sound source identification control unit detects When the user speaks in the field, the spatial sound source identification control unit identifies the user's specific position in the field space based on the pickup angle of the rotating microphone and the pickup volume, and then identifies the user's specific position in the field space. The movable microphone rotates and is fixedly pointed at the user; Among them, the voice optimization module uses the operation of the spatial sound source recognition control unit and the movable microphone of the voice receiving device module to identify the user's voice characteristic information, optimize the voice command judgment model, and personality Adaptive feedback. As described in request 1, a smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management, wherein the movable microphone includes: a base for fixing to an external plane; A horizontal rotating base is provided on the base; A vertical swing base is provided on one of the vertical swing base fixing seats of the horizontal rotating base; and A microphone is installed on a microphone holder of the vertical swing base; Wherein, the base is provided with a first drive unit, a drive control unit and a power supply unit, and the first drive unit is electrically connected to the drive control unit and the power supply unit, and the power supply unit is electrically connected to external power supply; Wherein, the first driving unit is pivotally connected to the horizontal rotating base and can drive the horizontal rotating base to rotate horizontally, thereby causing the pointing direction of the microphone to rotate horizontally; Wherein, the horizontal rotating base is provided with a second driving unit and is electrically connected to the driving control unit and the power supply unit, and the second driving unit is pivotally connected to the vertical swing base and can drive the vertical swing. The base swings vertically, causing the pointing direction of the microphone to swing vertically; Wherein, the drive control unit is connected with the spatial sound source identification control unit via a signal, and the spatial sound source identification control unit controls the rotation of the horizontal rotating base and the vertical swing base through the driving control unit, and then Controls the direction of this microphone. A smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management as described in request 2, wherein the microphone is a directional microphone (Directional Microphone) or an omnidirectional microphone (Omnidirectional Microphone). The smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in claim 2, wherein the base is formed with a horizontal rotating base positioning convex portion, and the horizontal rotating base is formed with a corresponding A base positioning groove is provided on the horizontal rotation base positioning protrusion, and the horizontal rotation base is provided on the horizontal rotation base positioning protrusion through the base positioning groove. The smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in claim 4, wherein the vertical swing base fixed seat is formed vertically on the horizontal rotating base relative to the base positioning groove. Take your seat. The smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in claim 4, wherein the vertical swing base fixed base of the horizontal rotating base forms an axis receiving recess, and , the vertical swing base is formed with a shaft protrusion corresponding to the shaft accommodation recess, and the vertical swing base is pivotally connected to the horizontal rotation through the shaft protrusion and the shaft accommodation recess. on the pedestal. The smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in claim 6, wherein the shaft receiving recess is formed in a direction perpendicular to the base positioning groove. The smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management as described in claim 1, wherein the number of movable microphones is plural and includes a movable microphone host and at least one movable microphone Auxiliary machine, and the spatial sound source identification control unit is provided on the movable microphone main body. The smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in request 1, wherein the voice receiving equipment module is connected to the information receiving module through wireless transmission, and Including any of the following wireless transmission solutions: Wi-Fi technology wireless transmission solution, radio frequency (RF) technology wireless transmission solution, infrared (IR) technology wireless transmission solution and Wireless HD (WirelessHD) technology wireless transmission solution. A smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in request item 1, wherein the smart e-commerce purchasing module is connected to an external e-commerce platform through the third-party information connection module. The interface provides product price comparison, evaluation inquiry and shopping cart functions, and allows users to select and purchase products on the e-commerce platform through the user operation module. A smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in request 1, wherein the daily necessities inventory management module is connected to a networked smart inventory management cabinet through wireless communication for real-time updates Inventory information, and automatically generate a shopping list when the inventory of items is lower than the preset value. A smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management as described in request 1, wherein the user operation module further allows the user to manually input or input the items to be purchased through voice, and add them to the shopping list. The smart home inventory and e-commerce purchasing system that combines speech recognition optimization and property management as described in claim 1, wherein the sound receiving unit of the information receiving module includes a speech recognition system that can analyze the user's Voice commands and perform corresponding operations. A smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in claim 1, wherein the code scanning identification unit can scan the barcode or QR code of the product and obtain the product's information through the Internet. Detailed information, and the detailed information includes but is not limited to any one or a combination of the following product information: product price, product specifications, product origin, shelf life information, and product instruction manual. The smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in claim 1, wherein the image receiving unit of the information receiving module has an image recognition system that can identify the product. Photos or actual objects, and obtain detailed information about the product through the Internet. The smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in claim 1 further includes a smart home equipment management module and is connected to the data processing module, wherein the smart home equipment management module The module is connected to various smart devices in the home through the third-party information serial module, and allows users to operate and manage smart devices through the user operation module or voice control, and smart devices include but are not limited to the following devices: Smart devices Lighting equipment, smart air conditioning equipment, smart door locks, smart curtains, smart electronic supplies and smart sweeping robots. The smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management as described in request 1 further includes a property management and community information notification module and is connected to the data processing module, wherein the property management The community information notification module is connected to the property management company or community service platform through the third-party information connection module to receive property announcements, community news and other information, and present the information to the user through the display module or through Voice broadcast, and the property management and community information notification module also has an intercom function and is connected to an external door intercom, and the user can use the property management and community information notification module to communicate with the door intercom through the user operation module Complete the pairing function, remote unlocking, and community member intercom communication function. The smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in request 1 further includes a smart recipe module and is connected to various recipe websites or databases through the third-party information connection module. , used to obtain various recipe information and display the recipe information on the display module, and the smart recipe module is combined with the inventory information in the networked smart inventory management cabinet through the daily necessities inventory management module The ingredient requirements for the selected recipe are automatically generated and purchased through the smart e-commerce purchasing module. The smart home item inventory and e-commerce purchasing system that combines speech recognition optimization and property management as described in request 1, wherein the electronic device is installed in the user's home and can record the specific address information of the user's home, and the specific address information Address information is stored in the information integration and storage unit. The smart home item inventory and e-commerce purchasing system that combines voice recognition optimization and property management as described in claim 11 further includes an emergency event processing module and is connected to the data processing module, wherein the emergency event processing module It is connected to the external emergency response unit through the third-party information serial connection module, and when the user triggers the emergency response function through the user operation module, the data processing module completes the emergency notification through the emergency handling module and Automatically transmit the specific address information of the user's home to external emergency response units.

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