CN114484797A - Voice air conditioner installation positioning method and device, storage medium, processor and voice air conditioner - Google Patents
Voice air conditioner installation positioning method and device, storage medium, processor and voice air conditioner Download PDFInfo
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- CN114484797A CN114484797A CN202210015628.3A CN202210015628A CN114484797A CN 114484797 A CN114484797 A CN 114484797A CN 202210015628 A CN202210015628 A CN 202210015628A CN 114484797 A CN114484797 A CN 114484797A
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- 238000009434 installation Methods 0.000 title claims abstract description 144
- 238000000034 method Methods 0.000 title claims abstract description 39
- 238000013528 artificial neural network Methods 0.000 claims abstract description 10
- 238000004590 computer program Methods 0.000 claims description 13
- 238000012545 processing Methods 0.000 claims description 8
- 238000012549 training Methods 0.000 claims description 8
- 238000004088 simulation Methods 0.000 claims description 7
- 238000012360 testing method Methods 0.000 claims description 7
- 230000000694 effects Effects 0.000 abstract description 8
- 230000007613 environmental effect Effects 0.000 description 5
- 239000000969 carrier Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000001172 regenerating effect Effects 0.000 description 1
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
- F24F11/63—Electronic processing
- F24F11/64—Electronic processing using pre-stored data
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/52—Indication arrangements, e.g. displays
- F24F11/526—Indication arrangements, e.g. displays giving audible indications
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/56—Remote control
- F24F11/58—Remote control using Internet communication
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/89—Arrangement or mounting of control or safety devices
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/70—Determining position or orientation of objects or cameras
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use
- G10L25/51—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination
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- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Computational Linguistics (AREA)
- Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Acoustics & Sound (AREA)
- Multimedia (AREA)
- Air Conditioning Control Device (AREA)
Abstract
The invention discloses a voice air conditioner installation positioning method and device, a storage medium, a processor and a voice air conditioner, which are used for solving the problem that the existing voice air conditioner cannot reasonably select an installation position according to the home environment condition of a user during installation so as to not achieve a good voice recognition effect after installation. The voice air conditioner installation positioning method comprises the following steps: acquiring home environment image information of a user; and transmitting the home environment information into a recommended installation position model trained based on a neural network algorithm to obtain a recommended installation position, and installing the voice air conditioner according to the recommended installation position. The invention can acquire the recommended installation position by acquiring the images of the home environment of the user and combining different images of the home environment and utilizing the recommended installation position model trained by the neural network algorithm, and can install the voice air conditioner at the advanced installation position, so that the voice recognition effect of the voice air conditioner is optimal.
Description
Technical Field
The invention relates to the technical field of air conditioners, in particular to a voice air conditioner installation and positioning method and device, a storage medium, a processor and a voice air conditioner.
Background
The excellent degree of the voice recognition for the collection of the user audio and the noise reduction processing determines the voice recognition effect to a great extent. Due to the appearance and structural space limitations of the voice air conditioner, most of the voice air conditioners are not as desired as intelligent sound boxes in the selection of the installation positions of the microphones. This results in a relatively single and everywhere-full restriction of the installation location of the microphone in the voice air conditioner. The position of the microphone in the voice air conditioner is different from the placing position of the voice air conditioner in the home of the user, so that the voice recognition effect is influenced more or less. The installation position of the existing voice air conditioner cannot be reasonably selected according to the household environment condition of a user during installation, so that a good voice recognition effect cannot be achieved after installation.
Disclosure of Invention
In view of the above, the invention discloses a voice air conditioner installation positioning method and device, a storage medium, a processor and a voice air conditioner, which are used for solving the problem that the existing voice air conditioner cannot reasonably select an installation position according to the household environment condition of a user during installation, so that a better voice recognition effect cannot be achieved after installation.
In order to achieve the above object, the invention adopts the following technical scheme:
the invention discloses a voice air conditioner installation positioning method in a first aspect, which comprises the following steps:
s1, acquiring the home environment image information of the user;
s2, transmitting the home environment information into a recommended installation position model trained based on a neural network algorithm to obtain a recommended installation position, and installing the voice air conditioner according to the recommended installation position.
Further optionally, the step S1 of obtaining the home environment image information of the user includes: and acquiring a home installation environment image of the user through the camera equipment.
Further optionally, the training of the recommended installation location model in the step S2 includes:
s21, collecting home environment information of different users;
s22, carrying out voice performance simulation test and laboratory simulation test on different home environment information to obtain voice performance data in different home environments and classifying the voice performance data;
and S23, processing and training the voice performance data by using a neural network to obtain the recommended installation position model.
Further optionally, the step S21 of collecting the home environment information of different users includes:
the size of the household environment, the placing type of the articles and the placing position of the articles are combined.
Further optionally, the installation and positioning method further includes:
when a user uses the voice air conditioner, the voice air conditioner can check whether the received user audio data and the direction conform to the preset direction; if not, the recommended installation position is determined again.
Further optionally, the re-determining the recommended installation location includes: the voice air conditioner receives recommended installation position information sent by the cloud server and prompts a user, and the user can adjust the installation position of the voice air conditioner according to the recommended installation position information.
Further optionally, the installation and positioning method further includes: after the voice air conditioner works for a period of time, acquiring the home environment information of the current user, the voice azimuth information and the voice azimuth frequency sent by the user when the voice air conditioner is used for the past time, importing the home environment information, the voice azimuth information and the voice azimuth frequency into the recommended installation position model to generate a new recommended installation position, and judging whether the new recommended installation position is the same as the recommended installation position when the voice air conditioner is installed for the first time;
if the installation positions are the same, prompting a user for a new recommended installation position is not needed;
and if not, prompting the user to prompt a new recommended installation position.
The second aspect of the present invention discloses a voice air conditioner installation positioning device, which executes the voice air conditioner installation positioning method of the first aspect, and includes:
the acquisition module is used for acquiring the image information of the home environment of the user;
and the processing module is used for comparing the home environment image information with the recommended installation position model by the user to generate a recommended installation position.
In a third aspect, the present invention discloses a storage medium, which is a non-transitory storage medium, and is used for storing a computer program, and when the computer program runs, the computer program executes a method for installing and positioning a voice air conditioner according to any one of claims 1 to 7.
The fourth aspect of the present invention discloses a processor, wherein the processor is configured to execute a computer program, and when the computer program runs, the method for installing and positioning a voice air conditioner according to the first aspect is executed.
The fifth aspect of the present invention discloses a voice air conditioner, which includes the storage medium of the third aspect and/or the voice air conditioner installation positioning device of the second aspect and/or the processor of the fourth aspect and/or employs the voice air conditioner installation positioning method of the first aspect.
Has the advantages that: the invention can acquire the recommended installation position by acquiring the images of the home environment of the user and combining different images of the home environment and utilizing the recommended installation position model trained by the neural network algorithm, and can install the voice air conditioner at the advanced installation position, so that the voice recognition effect of the voice air conditioner is optimal.
Drawings
The above and other objects, features and advantages of the present disclosure will become more apparent by describing in detail exemplary embodiments thereof with reference to the attached drawings. The drawings described below are merely exemplary embodiments of the present disclosure, and other drawings may be derived by those skilled in the art without inventive effort.
FIG. 1 is a flowchart illustrating an embodiment of the steps of the voice air conditioner installation positioning method S1-S2 of the present invention;
FIG. 2 is a flowchart illustrating an embodiment of training recommended installation location models at step S2 in the voice air conditioner installation positioning method according to the present invention;
fig. 3 shows an overall flowchart of the voice air conditioner installation and positioning method of the present invention applied to a voice air conditioner.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The terminology used in the embodiments of the invention is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used in the examples of the present invention and the appended claims, the singular forms "a", "an", and "the" are intended to include the plural forms as well, and "a" and "an" generally include at least two, but do not exclude at least one, unless the context clearly dictates otherwise.
It should be understood that the term "and/or" as used herein is merely one type of association that describes an associated object, meaning that three relationships may exist, e.g., a and/or B may mean: a exists alone, A and B exist simultaneously, and B exists alone. In addition, the character "/" herein generally indicates that the former and latter related objects are in an "or" relationship.
It is also noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a good or system that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such good or system. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a commodity or system that includes the element.
The invention combines image recognition and a plurality of groups of performance simulation data to carry out model training, aims to install the voice air conditioner in different user families, and recommends the most reasonable installation position scheme by combining the actual situation of the installation space of the user families, thereby having higher flexibility. And during the use period of the voice air conditioner, the voice air conditioner can perform dynamic adjustment scheme recommendation on the installation position of the voice air conditioner according to the actual use environment (surrounding noise, user sound source positioning and the like) around the installation position, and the user can selectively adjust the installation position of the voice air conditioner according to the recommended scheme.
To further illustrate the technical solution of the present invention, the following specific examples are provided in conjunction with fig. 1-3.
Example 1
In this embodiment, a method for installing and positioning a voice air conditioner is provided, as shown in fig. 1, including:
s1, acquiring the home environment image information of the user;
s2, transmitting the home environment information into a recommended installation position model trained based on a neural network algorithm to obtain a recommended installation position, and installing the voice air conditioner according to the recommended installation position.
Firstly, in this embodiment, a recommended installation position model trained in advance needs to be introduced into a voice air conditioner, when an installer installs the voice air conditioner at home, home environment image information of a user is acquired and uploaded to the voice air conditioner, the voice air conditioner automatically obtains a recommended installation position according to comparison between the recommended installation position model trained recently inside and the home environment image of the user, and then the voice air conditioner is initially installed.
Specifically, the step S1 of acquiring the home environment image information of the user may include: and acquiring a home installation environment image of the user through the camera equipment. The image pickup device in this embodiment may be a camera or other image pickup devices for acquiring images.
Further optionally, as shown in fig. 2, the training of the recommended installation location model in the step S2 includes:
s21, collecting home environment information of different users;
s22, carrying out voice performance simulation test and laboratory simulation test on different home environment information to obtain voice performance data in different home environments and classifying the voice performance data;
and S23, processing and training the voice performance data by using a neural network to obtain the recommended installation position model.
The step S21 of collecting the home environment information of different users may include: the size of the home environment, the placing type of the articles and the placing positions of the articles are combined. Through the house annular information who obtains a large amount of different users, to different house environmental dimensions, article are put the kind and article locating place and are formed different combinations, voice air conditioner carries out the sound test at different mounted positions under different house environmental, find the recommended mounted position of voice air conditioner under different house environmental, and to house environmental dimension, article are put the kind and article locating place and are classified, every kind of house environmental can correspond a recommended mounted position, utilize neural network to handle and train data at last, obtain the model of recommending the mounted position scheme.
In this embodiment, the recommended installation position generated by the recommended installation position model may deviate from the preset sound receiving direction, and the generated recommended installation position data needs to be further checked to determine whether the recommended installation position data matches the preset direction. Specifically, the installation and positioning method of the embodiment may further include: when a user uses the voice air conditioner, the voice air conditioner can check whether the received user audio data and the direction conform to the preset direction; if not, the recommended installation position is determined again.
The re-determining the recommended installation location may include: the voice air conditioner receives the recommended installation position information sent by the cloud server and prompts a user, and the user can adjust the installation position of the voice air conditioner according to the recommended installation position information.
Because the service life of the user can be changed after the voice air conditioner is installed and the use habits of the user are different, the new recommended installation position can be generated according to the new home environment information and the use habits of the user, and the user can readjust the installation position of the voice air conditioner according to the use condition, so that the voice recognition effect of the voice air conditioner is optimal. Specifically, the installation and positioning method may further include: after the voice air conditioner works for a period of time, acquiring the home environment information of the current user, the voice azimuth information and the voice azimuth frequency sent by the user when the voice air conditioner is used for the past time, importing the home environment information, the voice azimuth information and the voice azimuth frequency into the recommended installation position model to generate a new recommended installation position, and judging whether the new recommended installation position is the same as the recommended installation position when the voice air conditioner is installed for the first time; if the installation positions are the same, prompting a user for a new recommended installation position is not needed; and if not, prompting the user to prompt a new recommended installation position. The method comprises the steps of determining the use habit of a user through the position of the voice air conditioner, which generates a new recommended installation position according to the home environment information of the user, comparing the new recommended installation position with the recommended installation position generated through the recommended installation position when the voice air conditioner is initially installed, and judging whether to prompt the user to adjust the position of the voice air conditioner.
It should be particularly noted that the voice air conditioner installation positioning method of the present embodiment may be operated on a voice air conditioner, and may also be operated by other devices or carriers to realize positioning of the voice air conditioner. The following describes the operation steps of the present embodiment by taking a method for installing and positioning a voice air conditioner during operation of the voice air conditioner as an example, but the present embodiment is not limited to the following steps.
As shown in fig. 3, the voice air conditioner installation positioning method may include the steps of:
s10, before the voice air conditioner is installed for the first time, the voice air conditioner is powered on, a real home environment graph of a user is obtained, and the real home environment graph is uploaded to a recommended installation model of the air conditioner;
s20, generating a recommended installation position, and carrying out primary installation on the voice air conditioner according to the recommended installation position;
s30, operating the voice air conditioner for a period of time, and acquiring home environment information of the user or obtaining another recommended installation position according to the use habit of the user;
s40, judging whether the recommended installation position of the voice air conditioner needs to be adjusted, if so, executing a step S50; if not, ending;
and S40, regenerating a new recommended installation position according to the user home environment information acquired in the step S30.
Example 2
The embodiment provides a voice air conditioner installation positioning device, which executes the voice air conditioner installation positioning method taking the embodiment 1 as an example, and comprises the following steps:
the acquisition module is used for acquiring the image information of the home environment of the user;
and the processing module is used for comparing the home environment image information with the recommended installation position model by the user to generate a recommended installation position.
The acquisition module of this embodiment can be for camera equipment, acquires user's environment image information at home through camera equipment.
The processing module may be a processor, configured to run the voice air conditioner installation and positioning method as described in embodiment 1, and generate a recommended installation location to notify a user.
Example 3
The present embodiment provides a storage medium, which is a non-transitory storage medium, and is configured to store a computer program, where the computer program is executed to execute the method for installing and positioning a voice air conditioner, which is described in embodiment 1 as an example.
Example 4
The present embodiment provides a processor, where the processor is configured to execute a computer program, and the computer program executes the method for installing and positioning a voice air conditioner, which is described in embodiment 1 as an example.
Example 5
The embodiment provides a voice air conditioner, which includes the storage medium described in embodiment 3 as an example, and/or the voice air conditioner installation positioning apparatus described in embodiment 2 as an example, and/or the processor described in embodiment 4 as an example, and/or the voice air conditioner installation positioning method described in embodiment 1 as an example is used.
Exemplary embodiments of the present disclosure are specifically illustrated and described above. It is to be understood that the present disclosure is not limited to the precise arrangements, instrumentalities, or instrumentalities described herein; on the contrary, the disclosure is intended to cover various modifications and equivalent arrangements included within the spirit and scope of the appended claims.
Claims (10)
1. The voice air conditioner installation positioning method is characterized by comprising the following steps:
s1, acquiring the home environment image information of the user;
s2, transmitting the home environment information into a recommended installation position model trained based on a neural network algorithm to obtain a recommended installation position, and installing the voice air conditioner according to the recommended installation position.
2. The voice air conditioner installation positioning method as claimed in claim 1, wherein the training of the recommended installation location model in the step of S2 includes:
s21, collecting home environment information of different users;
s22, carrying out voice performance simulation test and laboratory simulation test on different home environment information to obtain voice performance data in different home environments and classifying the voice performance data;
and S23, processing and training the voice performance data by using a neural network to obtain the recommended installation position model.
3. The voice air conditioner installation positioning method of claim 2, wherein the step S21 of collecting home environment information of different users comprises:
the size of the household environment, the placing type of the articles and the placing position of the articles are combined.
4. The voice air conditioner installation positioning method according to claim 3, further comprising:
when a user uses the voice air conditioner, the voice air conditioner can check whether the received user audio data and the direction conform to the preset direction;
if not, the recommended installation position is determined again.
5. The voice air conditioner installation positioning method of claim 4, wherein said re-determining the recommended installation location comprises:
the voice air conditioner receives recommended installation position information sent by the cloud server and prompts a user, and the user can adjust the installation position of the voice air conditioner according to the recommended installation position information.
6. The voice air conditioner installation positioning method according to any one of claims 1 to 5, wherein the installation positioning method further comprises:
after the voice air conditioner works for a period of time, acquiring the home environment information of the current user, the voice azimuth information and the voice azimuth frequency sent by the user when the voice air conditioner is used for the past time, importing the home environment information, the voice azimuth information and the voice azimuth frequency into the recommended installation position model to generate a new recommended installation position, and judging whether the new recommended installation position is the same as the recommended installation position when the voice air conditioner is installed for the first time;
if the installation positions are the same, prompting a user for a new recommended installation position is not needed;
and if not, prompting the user to prompt a new recommended installation position.
7. An installation positioning device for a voice air conditioner, which executes the installation positioning method for the voice air conditioner as claimed in any one of claims 1 to 6, and is characterized by comprising:
the acquisition module is used for acquiring the image information of the home environment of the user;
and the processing module is used for comparing the home environment image information with the recommended installation position model by the user to generate a recommended installation position.
8. A storage medium, which is a non-transitory storage medium, for storing a computer program, wherein the computer program is executed to perform a method for locating an installation of a voice air conditioner according to any one of claims 1 to 6.
9. A processor, wherein the processor is configured to execute a computer program, and the computer program is executed to perform the method for positioning an installation of an audio air conditioner according to any one of claims 1 to 6.
10. A voice air conditioner, characterized in that, it comprises the storage medium of claim 8 and/or the voice air conditioner installation positioning device of claim 7 and/or the processor of claim 9 and/or the voice air conditioner installation positioning method of any one of claims 1 to 7.
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| CN202210015628.3A CN114484797B (en) | 2022-01-07 | 2022-01-07 | Voice air conditioner installation positioning method and device, storage medium, processor and voice air conditioner |
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| CN202210015628.3A CN114484797B (en) | 2022-01-07 | 2022-01-07 | Voice air conditioner installation positioning method and device, storage medium, processor and voice air conditioner |
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Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2012057816A (en) * | 2010-09-06 | 2012-03-22 | Hitachi Appliances Inc | Air conditioner |
| CN105373850A (en) * | 2015-10-29 | 2016-03-02 | 广东美的制冷设备有限公司 | Device, method and system of recommending air conditioner installation position |
| CN112413835A (en) * | 2019-08-20 | 2021-02-26 | 广东美的制冷设备有限公司 | Air conditioning system, air conditioning control method and device thereof, and readable storage medium |
| CN113574329A (en) * | 2019-01-16 | 2021-10-29 | Lg电子株式会社 | Indoor unit of air conditioner |
-
2022
- 2022-01-07 CN CN202210015628.3A patent/CN114484797B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2012057816A (en) * | 2010-09-06 | 2012-03-22 | Hitachi Appliances Inc | Air conditioner |
| CN105373850A (en) * | 2015-10-29 | 2016-03-02 | 广东美的制冷设备有限公司 | Device, method and system of recommending air conditioner installation position |
| CN113574329A (en) * | 2019-01-16 | 2021-10-29 | Lg电子株式会社 | Indoor unit of air conditioner |
| CN112413835A (en) * | 2019-08-20 | 2021-02-26 | 广东美的制冷设备有限公司 | Air conditioning system, air conditioning control method and device thereof, and readable storage medium |
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