WO2018077149A1 - 基于声源定位的语音识别方法和系统、及智能家电设备 - Google Patents
基于声源定位的语音识别方法和系统、及智能家电设备 Download PDFInfo
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- WO2018077149A1 WO2018077149A1 PCT/CN2017/107389 CN2017107389W WO2018077149A1 WO 2018077149 A1 WO2018077149 A1 WO 2018077149A1 CN 2017107389 W CN2017107389 W CN 2017107389W WO 2018077149 A1 WO2018077149 A1 WO 2018077149A1
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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
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
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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
- G10L17/00—Speaker identification or verification techniques
- G10L17/06—Decision making techniques; Pattern matching strategies
- G10L17/14—Use of phonemic categorisation or speech recognition prior to speaker recognition or verification
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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
- G10L15/00—Speech recognition
- G10L15/22—Procedures used during a speech recognition process, e.g. man-machine dialogue
- G10L2015/223—Execution procedure of a spoken command
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- the present invention relates to the field of voice recognition technology, and in particular, to a voice recognition method and system based on sound source localization, and a smart home appliance.
- the voice recognition system will receive a lot of pseudo instructions, and the recognition system will treat each speaker's voice as a command source, and it is not actual.
- the speaker who wants to control the home appliance generates an interaction, which seriously affects the recognition rate and interactive experience of the voice recognition system.
- the technical problem to be solved by the present invention is to provide a voice recognition method and system based on sound source localization and a smart home appliance according to the deficiencies of the prior art.
- a voice recognition method based on sound source localization comprising the following steps:
- Step 1 When the smart home appliance enters the voice recognition state, collect a voice signal, and control the timer to start timing;
- Step 2 When the timing of the timer is less than or equal to a preset time, the voice signal is collected, and then positioning is performed according to the voice signal to determine location information of a sound source corresponding to the voice signal.
- Step 3 Determine, according to the location information and the pre-stored voice recognition area information, whether to control the smart home device to perform the identification of the voice signal.
- the beneficial effects of the present invention are: when the smart home appliance enters the voice recognition state, the control timer starts counting, and when the time of the timer is less than or equal to the preset time, the voice signal is collected, and then the positioning is performed according to the voice signal, and the The position information of the sound source corresponding to the voice signal, and determining whether to control the smart home device to perform the voice signal identification according to the position information and the pre-stored voice recognition area information, thereby eliminating the interference voice signal and effectively improving the recognition rate of the voice recognition system To enhance the user's interactive experience.
- the present invention can also be improved as follows.
- step 31 when the location corresponding to the location information is in the voice recognition zone corresponding to the voice recognition zone information, determining to control the smart home device to perform the voice signal identification;
- step 32 when the location corresponding to the location information is outside the voice recognition zone corresponding to the voice recognition zone information, it is determined to acquire the next voice signal.
- the beneficial effect of adopting the above further solution is: controlling the smart home appliance when the sound source position is in the voice recognition area
- the device performs the recognition of the voice signal.
- the next voice signal is collected, which can effectively eliminate the interference of the voice source of the pseudo instruction.
- the voice recognition method further includes:
- Step 4 When the voice signal recognition fails, the next voice signal is collected; or,
- Step 5 When the voice signal is successfully identified, the sound source corresponding to the voice signal is again positioned to determine current position information of the sound source;
- Step 6 updating the location information according to the current location information to determine voice recognition region information corresponding to the new voice recognition region;
- Step 7. Reset the timer, restart the timer, and collect the next voice signal.
- the voice recognition method further includes:
- Step 8 When the timing of the timer is greater than a preset time, the smart home appliance is controlled to enter a sleep state.
- controlling the smart household electrical appliance to enter the sleep state can prevent the voice recognition system from being in the voice recognition state all the time, thereby reducing the false recognition situation.
- the voice recognition method further includes:
- Step 9 Acquire a first voice signal, where the first voice signal is used to enable the smart home appliance to enter the voice recognition state from the sleep state;
- Step 10 Perform positioning according to the first voice signal, and determine first location information of a sound source corresponding to the first voice signal;
- Step 11 Determine the voice recognition area information according to the first location information.
- the advantage of adopting the above further solution is that the sound source is determined according to the first voice signal that causes the smart home appliance to enter the voice recognition state from the sleep state to determine the voice recognition area information, so as to locate the sound source according to the subsequently collected voice signal.
- the location information and the voice recognition area information determine whether to control the smart home device to identify the voice signal, thereby eliminating the interference voice signal, effectively improving the recognition rate of the voice recognition system, and improving the user interaction experience.
- Also provided in some embodiments of the present invention is a computer readable storage medium having stored thereon a computer program that, when executed by a processor, implements the sound source localization based speech recognition method described above.
- Also disclosed in some embodiments of the present invention is a computer application that, when executed on a processor of a computer device, performs the sound source localization based speech recognition method described above.
- a smart home appliance comprising a memory, a processor, and a computer program stored on the memory and operable on the processor, the processor executing the program A sound recognition method based on sound source localization is implemented.
- a voice recognition system based on sound source localization include:
- a voice collector configured to collect a voice signal when the smart home appliance enters a voice recognition state
- a controller configured to control a timer to start timing when the smart home appliance enters a voice recognition state
- a processor configured to: when the timing of the timer is less than or equal to a preset time, collect the voice signal, perform positioning according to the voice signal collected by the voice collector, and determine a sound corresponding to the voice signal The location information of the source, and determining, according to the location information and the pre-stored voice recognition area information, whether to control the smart home device to perform the identification of the voice signal.
- the beneficial effects of the present invention are: when the smart home appliance enters the voice recognition state, the controller controls the timer to start timing, and when the timer count is less than or equal to the preset time, the voice collector collects the voice signal, and the processor according to the voice The signal is positioned to determine the position information of the sound source corresponding to the voice signal, and according to the position information and the pre-stored voice recognition area information, determine whether to control the smart home device to identify the voice signal, thereby eliminating the interference voice signal and effectively improving the voice. Identify the recognition rate of the system and enhance the user's interactive experience.
- the present invention can also be improved as follows.
- the processor is specifically configured to: when the location corresponding to the location information is in the voice recognition area corresponding to the voice recognition area information, determine to control the smart home device to perform the voice signal identification; or When the location corresponding to the location information is outside the voice recognition zone corresponding to the voice recognition zone information, it is determined to acquire the next voice signal.
- the voice collector is further configured to: when the voice signal recognition fails, acquire a next voice signal;
- the processor is further configured to: when the voice signal is successfully identified, locate the sound source corresponding to the voice signal, determine current location information of the sound source, and according to the current location information Updating the location information to determine voice recognition area information corresponding to the new voice recognition area; the controller is further configured to reset the timer to restart the timer; the voice collector further Used to acquire the next voice signal.
- controller is further configured to control the smart home appliance to enter a sleep state when a timing of the timer is greater than a preset time.
- the voice collector is further configured to: collect a first voice signal, where the first voice signal is used to enable the smart home appliance to enter the voice recognition state from the sleep state;
- the processor is further configured to: perform positioning according to the first voice signal, and determine first location information of a sound source corresponding to the first voice signal, and determine the voice recognition according to the first location information Regional information.
- the voice collector employs a microphone array.
- a smart home appliance comprising: a sound source localization based speech recognition system according to any of the above embodiments.
- the smart home appliance includes: a smart refrigerator, a smart air conditioner, and a smart air purifier.
- FIG. 1 is a schematic flowchart of a method for voice recognition based on sound source localization according to an embodiment of the present invention
- FIG. 2 is a schematic flowchart of a method for voice recognition based on sound source localization according to another embodiment of the present invention
- FIG. 3 is a schematic flowchart of a method for voice recognition based on sound source localization according to another embodiment of the present invention.
- FIG. 4 is a schematic flowchart of a method for voice recognition based on sound source localization according to another embodiment of the present invention.
- FIG. 5 is a schematic structural block diagram of a voice recognition system based voice recognition system according to an embodiment of the present invention.
- the sound source is located by waking up the voice signal of the home appliance, and then the interaction with the home appliance is realized by the subsequent voice signal, and the position of the sound source is updated.
- Information only the voice signal of the location is identified, and the interference of the source of the pseudo instruction can be excluded.
- the execution body of the sound source localization-based voice recognition method 100 as shown in FIG. 1 may be a voice recognition system or a smart home appliance.
- the voice recognition method 100 includes:
- the voice signal is collected, and the timer is controlled to start timing.
- the voice signal is collected, and then the positioning is performed according to the voice signal, and the location information of the sound source corresponding to the voice signal is determined.
- the voice recognition method 100 may further include: Step 125, when the timer is greater than the preset time, the smart home appliance may be controlled to enter a sleep state.
- the control timer starts to count, and the time is determined.
- the timing of the timer is less than or equal to the preset time
- the voice signal is collected, the positioning is performed according to the voice signal, the position information of the sound source corresponding to the voice signal is determined, and the location information and the pre-stored voice recognition area information are used to determine whether The smart home appliance is controlled to recognize the voice signal, thereby eliminating the interference voice signal, effectively improving the recognition rate of the voice recognition system, and improving the user's interactive experience.
- the smart home appliance is controlled to enter the sleep state, which can prevent the voice recognition system from being in the voice recognition state all the time, thereby reducing the false recognition situation.
- the step 130 shown in FIG. 2 may include:
- Step 131 When the location corresponding to the location information is in the voice recognition zone corresponding to the voice recognition zone information, determine to control the smart home appliance to perform voice signal identification.
- step 132 when the location corresponding to the location information is outside the voice recognition zone corresponding to the voice recognition zone information, it is determined to acquire the next voice signal.
- the smart home appliance when the sound source position is in the voice recognition area, the smart home appliance is controlled to recognize the voice signal, and when the sound source position is outside the voice recognition area, the next voice signal is collected, and the pseudo command can be effectively excluded. Sound source interference.
- the voice recognition method 100 may further include:
- step 132 is performed; if yes, step 141 is performed.
- the sound source corresponding to the voice signal needs to be further positioned again, the current location information of the sound source is determined, and the location information is updated according to the current location information to determine The speech recognition area information corresponding to the new speech recognition area.
- the voice recognition method 100 may further include:
- the location information of the sound source that is located according to the subsequently collected voice signal is determined by performing positioning according to the first voice signal that causes the smart home appliance to enter the voice recognition state from the sleep state to determine the voice recognition area information.
- the voice recognition area information determines whether to control the smart home appliance to identify the voice signal, thereby eliminating the interference voice signal, effectively improving the recognition rate of the voice recognition system, and improving the user interaction experience.
- a speech recognition method 200 as shown in FIG. 4 includes:
- the smart home device is in a sleep state that can not interact with the user, whether the first voice signal for awakening the smart home device to enter the voice recognition state can be collected, if the first voice signal is collected, step 220 is performed; Otherwise, the smart home appliance continues to sleep.
- step 250 the smart home appliance enters a sleep state.
- the preset time may be 10 s, that is, when the first voice signal for awakening the smart home device to enter the voice recognition state is collected, the timer may be timed if at 10s. If the voice signal is collected, step 250 is performed; if the voice signal is not collected for more than 10 seconds, the smart home device enters a sleep state. 250: Perform positioning according to the voice signal, and determine location information of the sound source corresponding to the voice signal.
- step 260 Determine, according to the location information and the voice recognition area information, that the location corresponding to the location information is in the voice recognition area corresponding to the voice recognition area information, and if yes, perform step 270; otherwise, perform step 240.
- step 280 Determine whether the recognition of the voice signal is successful. If yes, execute 290; otherwise, perform step 240.
- the preset time may be 10 s
- the voice signal is collected at the 6th s, and the voice signal is located and recognized, and the voice recognition is successful, and the timer needs to be reset to re-time. ,which is, Whether the voice signal can be collected in the next 10s, if it can be collected, continue and locate and identify the voice signal; if it is more than 10s, the smart home device enters the sleep state.
- the first voice signal of the wake-up home appliance is used for sound source localization, and then the voice signal is used to realize interaction with the home appliance, and the position information of the sound source is updated, and only the voice signal of the position is recognized. It can effectively eliminate the interference of the source of the directive.
- the preset time may be set according to the actual situation, which is not limited by the embodiment of the present invention.
- the preset time is 10s, which is only an example to illustrate the technical solution of the embodiment of the present invention. It is not intended to limit the embodiments of the present invention.
- the size of the sequence numbers of the above processes does not mean the order of execution, and the order of execution of each process should be determined by its function and internal logic, and should not be implemented by the present invention.
- the implementation of the examples constitutes any limitation.
- a voice recognition method based on sound source localization provided by an embodiment of the present invention is described in detail above with reference to FIG. 1 to FIG.
- Also provided in some embodiments of the present invention is a computer readable storage medium having stored thereon a computer program that, when executed by a processor, implements the sound source localization based speech recognition method of the above embodiments.
- Also disclosed in some embodiments of the present invention is a computer application that, when executed on a processor of a computer device, performs the sound source localization based speech recognition method of the above embodiments.
- a smart home appliance comprising a memory, a processor, and a computer program stored on the memory and operable on the processor, the processor executing the program A sound source localization based speech recognition method of the above embodiment is implemented.
- a voice recognition system based voice recognition system is described in detail below with reference to FIG.
- a sound source localization-based speech recognition system 500 includes a voice collector 510, a controller 520, and a processor 530. among them,
- the voice collector 510 is configured to collect a voice signal when the smart home appliance enters a voice recognition state.
- the controller 520 is configured to control the timer to start timing when the smart home appliance enters the voice recognition state.
- the processor 530 is configured to: when the timing of the timer is less than or equal to the preset time, the voice signal is collected, and then the voice signal collected by the voice collector 510 is used for positioning, determining the location information of the sound source corresponding to the voice signal, and according to the location information. And pre-stored voice recognition area information, determining whether to control the smart home device to perform voice signal recognition.
- the controller 520 is further configured to control the smart household electrical appliance to enter a sleep state when the timing of the timer is greater than a preset time.
- the controller controls the timer to start counting.
- the voice collector collects the voice signal
- the processor performs the voice signal according to the voice signal. Positioning, determining the position information of the sound source corresponding to the voice signal, and determining whether to control the smart home device to perform the voice signal identification according to the position information and the pre-stored voice recognition area information, thereby eliminating the interference voice signal and effectively improving the voice recognition system
- the recognition rate enhances the user's interactive experience.
- the controller controls the smart home appliance to enter the sleep state, which can prevent the voice recognition system from being in the voice recognition state all the time, thereby reducing the false recognition situation.
- speech recognition system 500 may correspond to an execution subject of a speech recognition method in accordance with an embodiment of the present invention, and that the above and other operations and/or functions of the various modules in speech recognition system 500 are respectively implemented The corresponding processes of the respective methods in FIG. 1 to FIG. 4 are not described herein again for the sake of brevity.
- the voice collector 510 can employ a microphone array for meeting the positioning requirements of the planar position.
- the voice collector 510 can adopt a horizontal array of 2 mic or 4 mic; when the smart home appliance is a small home appliance such as an air cleaner, the voice logger 510 can adopt a circular array of 5 mic.
- the processor 530 performs normal audio processing on the voice signal before performing positioning according to the voice signal collected by the voice collector 510 to determine the location information of the sound source corresponding to the voice signal, for example, : A/D conversion, noise reduction, etc., but the embodiment of the present invention does not limit this.
- the processor 530 is specifically configured to: when the location corresponding to the location information is in the voice recognition region corresponding to the voice recognition region information, determine to control the smart home device to perform voice signal identification. Alternatively, when the location corresponding to the location information is outside the voice recognition zone corresponding to the voice recognition zone information, it is determined to acquire the next voice signal.
- the voice collector 510 is further configured to: when the voice signal recognition fails, acquire the next voice signal.
- the processor 530 is further configured to: when the voice signal is successfully identified, locate the sound source corresponding to the voice signal, determine the current location information of the sound source, and update the location information according to the current location information to determine a new voice recognition.
- the voice recognition area information corresponding to the area.
- the controller 520 is also used to reset the timer to cause the timer to restart timing.
- the voice collector is also used to acquire the next voice signal.
- the voice collector 510 is further configured to collect a first voice signal, where the first voice signal is used to enter the smart home device from the sleep state to the voice recognition state.
- the processor 530 is further configured to perform positioning according to the first voice signal, determine first location information of the sound source corresponding to the first voice signal, and determine voice recognition region information according to the first location information.
- the embodiment of the present invention further provides a smart home appliance comprising the voice source localization based voice recognition system 500 in any of the above embodiments.
- the smart home appliance may include a smart refrigerator, a smart air conditioner, and a smart air purifier, or may include other smart home appliances, which is not limited in this embodiment of the present invention.
- the voice signal collected by the voice recognition system is used for positioning, the location information of the sound source corresponding to the voice signal is determined, and the location information and the pre-stored voice recognition zone information are determined. Whether to control the smart home appliance to identify the voice signal, thereby eliminating the interference voice signal, effectively improving the recognition rate of the voice recognition system, and improving the user's interactive experience.
- the disclosed systems, devices, and methods may be implemented in other manners.
- the device embodiments described above are merely illustrative.
- the division of cells is only a logical function division.
- multiple units or components may be combined or integrated. Go to another system, or some features can be ignored or not executed.
- the units described as separate components may or may not be physically separate, and the components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the objectives of the embodiments of the present invention.
- each functional unit in each embodiment of the present invention may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit.
- the above integrated unit can be implemented in the form of hardware or in the form of a software functional unit.
- An integrated unit if implemented in the form of a software functional unit and sold or used as a standalone product, can be stored in a computer readable storage medium.
- the technical solution of the present invention contributes in essence or to the prior art, or all or part of the technical solution may be embodied in the form of a software product stored in a storage medium.
- a number of instructions are included to cause a computer device (which may be a personal computer, server, or network device, etc.) to perform all or part of the steps of the various embodiments of the present invention.
- the foregoing storage medium includes: a U disk, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk, or an optical disk, and the like. .
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Abstract
Description
Claims (16)
- 一种基于声源定位的语音识别方法,其特征在于,包括以下步骤:步骤1、当智能家电设备进入语音识别状态时,采集语音信号,并控制定时器开始计时;步骤2、当所述定时器的计时小于或者等于预设时间时采集到所述语音信号,则根据所述语音信号进行定位,确定所述语音信号所对应声源的位置信息;步骤3、根据所述位置信息和预存的语音识别区域信息,确定是否控制所述智能家电设备进行所述语音信号的识别。
- 根据权利要求1所述的基于声源定位的语音识别方法,其特征在于,步骤3包括:步骤31、当所述位置信息对应的位置处于所述语音识别区域信息对应的语音识别区域内时,确定控制所述智能家电设备进行所述语音信号的识别;或者,步骤32、当所述位置信息对应的位置处于所述语音识别区域信息对应的语音识别区域外时,确定采集下一次的语音信号。
- 根据权利要求2所述的基于声源定位的语音识别方法,其特征在于,在步骤31之后,所述语音识别方法还包括:步骤4、当所述语音信号识别失败时,采集下一次的语音信号;或者,步骤5、当所述语音信号识别成功时,对所述语音信号所对应的声源再次进行定位,确定所述声源的当前位置信息;步骤6、根据所述当前位置信息更新所述位置信息,以确定新的语音识别区域所对应的语音识别区域信息;步骤7、重置所述定时器,使所述定时器重新开始计时,并采集下一次的语音信号。
- 根据权利要求1至3中任一项所述的基于声源定位的语音识别方法,其特征在于,所述语音识别方法还包括:步骤8、当所述定时器的计时大于预设时间时,控制所述智能家电设备进入休眠状态。
- 根据权利要求4所述的基于声源定位的语音识别方法,其特征在于,在步骤1之前,所述语音识别方法还包括:步骤9、采集第一语音信号,所述第一语音信号用于使所述智能家电设备从所述休眠状态进入所述语音识别状态;步骤10、根据所述第一语音信号进行定位,并确定所述第一语音信号所对应声源的第一位置信息;步骤11、根据所述第一位置信息,确定所述语音识别区域信息。
- 一种计算机可读存储介质,其上存储有计算机程序,其特征在于,该程序被处理器执行时实现如权利要求1-5任一项所述的基于声源定位的语音识别方法。
- 一种计算机应用程序,当其在计算机设备的处理器上执行时,执行如权利要求1-5任一项所述的基于声源定位的语音识别方法。
- 一种智能家电设备,该智能家电设备包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,其特征在于,所述处理器执行所述程序时,实现如权利要求1-5任一项所述的基于声源定位的语音识别方法。
- 一种基于声源定位的语音识别系统,其特征在于,包括:语音采集器,用于当智能家电设备进入语音识别状态时,采集语音信号;控制器,用于当智能家电设备进入语音识别状态时,控制定时器开始计时;处理器,用于当所述定时器的计时小于或者等于预设时间时采集到所述语音信号,则根据所述语音采集器采集的所述语音信号进行定位,确定所述语音信号所对应声源的位置信息,并根据所述位置信息和预存的语音识别区域信息,确定是否控制所述智能家电设备进行所述语音信号的识别。
- 根据权利要求9所述的基于声源定位的语音识别系统,其特征在于,所述处理器具体用于当所述位置信息对应的位置处于所述语音识别区域信息对应的语音识别区域内时,确定控制所述智能家电设备进行所述语音信号的识别;或者,当所述位置信息对应的位置处于所述语音识别区域信息对应的语音识别区域外时,确定采集下一次的语音信号。
- 根据权利要求10所述的基于声源定位的语音识别系统,其特征在于,所述语音采集器还用于当所述语音信号识别失败时,采集下一次的语音信号;或者,所述处理器还用于:当所述语音信号识别成功时,对所述语音信号所对应的声源再次进行定位,确定所述声源的当前位置信息,并根据所述当前位置信息更新所述位置信息,以确定新的语音识别区域所对应的语音识别区域信息;所述控制器还用于重置所述定时器,使所述定时器重新开始计时;所述语音采集器还用于采集下一次的语音信号。
- 根据权利要求9至11中任一项所述的基于声源定位的语音识别系统,其特征在于,所述控制器还用于当所述定时器的计时大于预设时间时,控制所述智能家电设备进入休眠状态。
- 根据权利要求12所述的基于声源定位的语音识别系统,其特征在于,所述语音采集器还用于:采集第一语音信号,所述第一语音信号用于使所述智能家电设备从所述休眠状态进入所述语音识别状态;所述处理器还用于:根据所述第一语音信号进行定位,并确定所述第一语音信号所对应 声源的第一位置信息,并根据所述第一位置信息,确定所述语音识别区域信息。
- 根据权利要求12所述的基于声源定位的语音识别系统,其特征在于,所述语音采集器采用麦克风阵列。
- 一种智能家电设备,其特征在于,包括:如权利要求9至14中任一项所述的基于声源定位的语音识别系统。
- 根据权利要求15所述的智能家电设备,其特征在于,所述智能家电设备包括:智能冰箱、智能空调和智能空气净化器。
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