CN109147788B - Local voice library updating method and device - Google Patents
Local voice library updating method and device Download PDFInfo
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- CN109147788B CN109147788B CN201811223493.XA CN201811223493A CN109147788B CN 109147788 B CN109147788 B CN 109147788B CN 201811223493 A CN201811223493 A CN 201811223493A CN 109147788 B CN109147788 B CN 109147788B
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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
- G10L15/00—Speech recognition
- G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
- G10L15/063—Training
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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
- G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
- G10L15/063—Training
- G10L2015/0635—Training updating or merging of old and new templates; Mean values; Weighting
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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
- G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
- G10L15/063—Training
- G10L2015/0638—Interactive procedures
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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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Abstract
The application provides a method and a device for updating a local voice library, wherein the method comprises the following steps: the method and the device have the advantages that the voice control instructions for controlling the household electrical appliance equipment in the preset time period are counted at intervals of the preset time period, and the voice control instructions are stored in the local voice library.
Description
Technical Field
The present application relates to, but not limited to, the field of electrical appliances, and in particular, to a method and an apparatus for updating a local voice library.
Background
In the related technology, the voice technology used in the field of smart home at present mostly adopts an off-line and on-line combination mode. Namely, local voice recognition is adopted when the intelligent equipment is offline (not networked), and online voice recognition is adopted when the intelligent equipment is online (networked). However, since the local voice library size is limited to the local hardware memory size, the locally recognizable voice commands are limited.
Aiming at the problem of poor offline voice recognition effect caused by limited voice resources stored locally in the related art, no effective solution is available at present.
Disclosure of Invention
The embodiment of the application provides a method and a device for updating a local voice library, so as to at least solve the problem of poor offline voice recognition effect caused by limited voice resources stored locally in the related art.
According to an embodiment of the present application, there is provided a method for updating a local voice library, including: counting voice control instructions used for controlling the household electrical appliance in a preset time period at intervals of the preset time period; and storing the voice control instruction to a local voice library.
According to another embodiment of the present application, there is also provided an apparatus for updating a local voice library, including: the statistical module is used for counting voice control instructions used for controlling the household electrical appliance in a preset time period at intervals of the preset time period; and the storage module is used for storing the voice control instruction to a local voice library.
According to a further embodiment of the present application, there is also provided a storage medium having a computer program stored therein, wherein the computer program is arranged to perform the steps of any of the above method embodiments when executed.
According to yet another embodiment of the present application, there is also provided an electronic device, comprising a memory in which a computer program is stored and a processor arranged to run the computer program to perform the steps of any of the above method embodiments.
Through this application, interval preset time quantum, statistics be used for controlling the speech control instruction of tame electric installation in the preset time quantum, store this speech control instruction to local pronunciation storehouse, adopt above-mentioned scheme, the limited problem that leads to the off-line speech recognition effect poor of the speech resource of having solved local storage among the correlation technique, acquire the latest speech control instruction that is used by the user from time to time, the speech instruction in the local pronunciation storehouse of renewal, guaranteed that the speech resource in the local pronunciation storehouse is in time updated, promote off-line speech recognition's rate of accuracy.
Drawings
The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:
fig. 1 is a block diagram of a hardware structure of a computer terminal of a method for updating a local voice library according to an embodiment of the present application;
fig. 2 is a flowchart of a local voice library updating method according to an embodiment of the present application.
Detailed Description
The present application will be described in detail below with reference to the accompanying drawings in conjunction with embodiments. It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict.
It should be noted that the terms "first," "second," and the like in the description and claims of this application and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order.
Example one
The technical solution in this document can be applied to a scenario of voice-controlled intelligent home appliances, and can be executed by the intelligent home appliances, or by a remote server, or by a third-party computing device, or be understood as being executed by a computer integrated in the intelligent home appliances or the remote server.
The method provided by the first embodiment of the present application may be executed in a computer terminal or a similar computing device. Taking a computer terminal as an example, fig. 1 is a block diagram of a hardware structure of a computer terminal of an updating method of a local voice library according to an embodiment of the present invention, as shown in fig. 1, the computer terminal may include one or more processors 102 (only one is shown in fig. 1) (the processor 102 may include, but is not limited to, a processing device such as a microprocessor MCU or a programmable logic device FPGA, etc.), and a memory 104 for storing data, and optionally, the computer terminal may further include a transmission device 106 for a communication function and an input/output device 108. It will be understood by those skilled in the art that the structure shown in fig. 1 is only an illustration and is not intended to limit the structure of the computer terminal. For example, the computer terminal may also include more or fewer components than shown in FIG. 1, or have a different configuration than shown in FIG. 1.
The memory 104 may be used to store software programs and modules of application software, such as program instructions/modules corresponding to the updating method of the local voice library in the embodiment of the present application, and the processor 102 executes various functional applications and data processing by running the software programs and modules stored in the memory 104, so as to implement the method described above. The memory 104 may include high speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 104 may further include memory located remotely from the processor 102, which may be connected to a computer terminal over a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The transmission device 106 is used for receiving or transmitting data via a network. Specific examples of the network described above may include a wireless network provided by a communication provider of the computer terminal. In one example, the transmission device 106 includes a Network adapter (NIC) that can be connected to other Network devices through a base station to communicate with the internet. In one example, the transmission device 106 can be a Radio Frequency (RF) module, which is used to communicate with the internet in a wireless manner.
In this embodiment, a method for updating a local speech library running on the above-mentioned computer terminal is provided, and fig. 2 is a flowchart of a method for updating a local speech library according to an embodiment of the present application, as shown in fig. 2, the flowchart includes the following steps:
step S202, counting voice control instructions for controlling household appliances in a preset time period at intervals of the preset time period;
the voice control instruction can be acquired from the temporary storage of the household appliance acquired by the server.
The preset time interval may be the same or different at each counting time, for example, when the household appliance is frequently used, the local voice library is updated once a day, and when the household appliance is frequently used, the local voice library is updated once a month.
Alternatively, the preset time period may be set according to seasons, for example, the local voice library is updated once every month in a refrigerator in winter, and once every day in a refrigerator in summer.
And step S204, storing the voice control instruction to a local voice library.
The local voice library is integrated in the household electrical equipment, and can be called when the household electrical equipment is off-line.
Through the steps, voice control instructions for controlling the household electrical appliance in the preset time period are counted at intervals of the preset time period, and the voice control instructions are stored in the local voice library.
Optionally, the main body for executing the steps may be a household appliance such as an air conditioner, a refrigerator, and the like, but is not limited thereto.
Optionally, storing the voice control instruction to a local voice library, including: acquiring a first voice control instruction which accords with a preset condition in the voice control instructions; and storing the first voice control instruction. The preliminarily obtained voice control instructions can be classified into various categories, such as successfully recognized by the home appliance, unsuccessfully recognized, successfully controlled by the home appliance, unsuccessfully controlled by the home appliance, sent by the user a, and sent by the user B. In a word, the preset conditions can be set to screen among a plurality of voice control instructions, so that the voice resources stored locally are ensured to be in accordance with the actual situation.
Optionally, the obtaining of the first voice control instruction meeting the preset condition in the voice control instructions includes at least one of: acquiring the voice control instruction with the occurrence frequency larger than a threshold value as the first voice control instruction; and sequencing the voice control commands from high to low according to the occurrence frequency, and acquiring the voice control command M before sequencing as the first voice control command, wherein M is a natural number. By adopting the scheme, the voice control instruction with high use frequency is ensured to be timely stored in the household appliance.
Optionally, counting the voice control instruction for controlling the home appliance device in the preset time period includes: and counting voice control instructions for successfully identifying and controlling the household appliances in the preset time period. The voice control instruction with failed recognition or failed control is stored with small effect, and the embodiment does not store the voice control instruction and simultaneously ensures the simplification and practicability of the local voice library.
Optionally, the counting of the voice control instruction for controlling the home appliance device in the preset time period includes at least one of: when the household appliance is offline, the household appliance counts the voice control instruction; and when the household appliance is on line, counting the voice control instruction by a remote server or the household appliance. By adopting the scheme, the local voice library can be updated in real time without interruption no matter whether the household appliance is on-line or off-line.
The following description is made in conjunction with another embodiment of the present application. Another embodiment of the present application solves the following technical problems: the local recognition effect is poor, and the user experience is poor.
The system in another embodiment of the present application includes a local storage unit, an instruction statistics unit, and a wireless communication module. The specific dynamic updating method comprises the following steps:
and (1) the instruction counting unit counts actual recognized and controlled successful voice instructions at regular time.
Note: the instruction statistics unit may be an instruction statistics unit that exists locally or at a server.
And (2) updating the voice control instruction with the highest use frequency into a local storage unit by the system according to the counted use frequency of the voice instruction (replacing and updating according to the use frequency).
By adopting the scheme, the local voice library is dynamically updated by counting the frequency of the voice instruction which is separated and successfully identified on line, so that the instruction with higher use frequency of the user is stored in a smaller local storage space, the local voice identification rate is improved, and the user experience is improved.
Through the above description of the embodiments, those skilled in the art can clearly understand that the method according to the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but the former is a better implementation mode in many cases. Based on such understanding, the technical solutions of the present application may be embodied in the form of a software product, which is stored in a storage medium (e.g., ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal device (e.g., a mobile phone, a computer, a server, or a network device) to execute the method according to the embodiments of the present application.
Example two
In this embodiment, a device for updating a local voice library is further provided, where the device is used to implement the foregoing embodiment and the preferred embodiments, and details are not repeated for what has been described. As used below, the term "module" may be a combination of software and/or hardware that implements a predetermined function. Although the means described in the embodiments below are preferably implemented in software, an implementation in hardware, or a combination of software and hardware is also possible and contemplated.
According to another embodiment of the present application, there is also provided an apparatus for updating a local voice library, including:
the statistical module is used for counting voice control instructions used for controlling the household electrical appliance in a preset time period at intervals of the preset time period;
and the storage module is used for storing the voice control instruction to a local voice library.
By adopting the scheme, the voice control instruction for controlling the household appliance in the preset time period is counted at intervals of the preset time period, and the voice control instruction is stored in the local voice library.
Optionally, the storage module is further configured to obtain a first voice control instruction meeting a preset condition in the voice control instructions; and for storing the first voice control instruction.
Optionally, the storage module is further configured to perform at least one of the following steps: acquiring the voice control instruction with the occurrence frequency larger than a threshold value as the first voice control instruction; and sequencing the voice control commands from high to low according to the occurrence frequency, and acquiring the voice control command M before sequencing as the first voice control command, wherein M is a natural number.
It should be noted that, the above modules may be implemented by software or hardware, and for the latter, the following may be implemented, but not limited to: the modules are all positioned in the same processor; alternatively, the modules are respectively located in different processors in any combination.
EXAMPLE III
Embodiments of the present application also provide a storage medium. Alternatively, in the present embodiment, the storage medium may be configured to store program codes for performing the following steps:
s1, dividing a preset time period, and counting voice control instructions for controlling the household electrical appliance in the preset time period;
and S2, storing the voice control command to a local voice library.
Optionally, in this embodiment, the storage medium may include, but is not limited to: a U-disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic or optical disk, and other various media capable of storing program codes.
Embodiments of the present application further provide an electronic device comprising a memory having a computer program stored therein and a processor configured to execute the computer program to perform the steps of any of the above method embodiments.
Optionally, the electronic apparatus may further include a transmission device and an input/output device, wherein the transmission device is connected to the processor, and the input/output device is connected to the processor.
Optionally, in this embodiment, the processor may be configured to execute the following steps by a computer program:
s1, dividing a preset time period, and counting voice control instructions for controlling the household electrical appliance in the preset time period;
and S2, storing the voice control command to a local voice library.
Optionally, the specific examples in this embodiment may refer to the examples described in the above embodiments and optional implementation manners, and this embodiment is not described herein again.
Optionally, the specific examples in this embodiment may refer to the examples described in the above embodiments and optional implementation manners, and this embodiment is not described herein again.
It will be apparent to those skilled in the art that the modules or steps of the present application described above may be implemented by a general purpose computing device, they may be centralized on a single computing device or distributed across a network of multiple computing devices, and alternatively, they may be implemented by program code executable by a computing device, such that they may be stored in a storage device and executed by a computing device, and in some cases, the steps shown or described may be performed in an order different than that described herein, or they may be separately fabricated into individual integrated circuit modules, or multiple ones of them may be fabricated into a single integrated circuit module. Thus, the present application is not limited to any specific combination of hardware and software.
The above description is only a preferred embodiment of the present application and is not intended to limit the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, improvement and the like made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Claims (4)
1. A method for updating a local voice library, comprising:
counting voice control instructions used for controlling the household electrical appliance in a preset time period at intervals of the preset time period;
storing the voice control instruction to a local voice library;
wherein storing the voice control instruction to a local voice library comprises: acquiring a first voice control instruction which accords with a preset condition in the voice control instructions; storing the first voice control instruction; acquiring a first voice control instruction which meets a preset condition in the voice control instructions, wherein the first voice control instruction comprises at least one of the following: acquiring the voice control instruction with the occurrence frequency larger than a threshold value as the first voice control instruction; sequencing the voice control commands from high to low according to the occurrence frequency, and acquiring a voice control command M before sequencing as the first voice control command, wherein M is a natural number;
counting voice control instructions for controlling the household electrical appliance in the preset time period, including: counting voice control instructions for successfully identifying and controlling the household appliances in the preset time period;
when the household appliance is frequently used, the local voice library is updated once a day, and when the household appliance is low in use frequency, the local voice library is updated once a month; or the preset time period is set according to seasons;
counting voice control instructions for controlling the household electrical appliance in the preset time period, wherein the voice control instructions comprise at least one of the following instructions: when the household appliance is offline, the household appliance counts the voice control instruction; and when the household appliance is on line, counting the voice control instruction by a remote server or the household appliance.
2. An apparatus for updating a local voice library, comprising:
the statistical module is used for counting voice control instructions used for controlling the household electrical appliance in a preset time period at intervals of the preset time period;
the storage module is used for storing the voice control instruction to a local voice library;
the storage module is further used for acquiring a first voice control instruction which meets a preset condition in the voice control instructions; and for storing the first voice control instruction; the storage module is further configured to perform at least one of the following steps: acquiring the voice control instruction with the occurrence frequency larger than a threshold value as the first voice control instruction; sequencing the voice control commands from high to low according to the occurrence frequency, and acquiring a voice control command M before sequencing as the first voice control command, wherein M is a natural number;
the statistical module is also used for counting voice control instructions of successful identification and control of the household appliances in the preset time period;
the device is used for updating the local voice library once a day when the household appliance is frequently used, and updating the local voice library once a month when the household appliance is low in use frequency; or the preset time period is set according to seasons;
the device is used for counting the voice control instruction by the household appliance when the household appliance is off-line, or counting the voice control instruction by a remote server or the household appliance when the household appliance is on-line.
3. A storage medium, in which a computer program is stored, wherein the computer program is arranged to perform the method as claimed in claim 1 when executed.
4. An electronic device comprising a memory and a processor, wherein the memory has stored therein a computer program, and wherein the processor is arranged to execute the computer program to perform the method of claim 1.
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| CN201811223493.XA CN109147788B (en) | 2018-10-19 | 2018-10-19 | Local voice library updating method and device |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110277089B (en) * | 2019-07-09 | 2021-05-25 | 广东美的制冷设备有限公司 | Updating method of offline voice recognition model, household appliance and server |
| CN110473540B (en) | 2019-08-29 | 2022-05-31 | 京东方科技集团股份有限公司 | Voice interaction method and system, terminal device, computer device and medium |
| CN110738524A (en) * | 2019-10-15 | 2020-01-31 | 上海云从企业发展有限公司 | service data management method, system, equipment and medium |
| CN110992937B (en) * | 2019-12-06 | 2022-06-28 | 广州国音智能科技有限公司 | Language off-line identification method, terminal and readable storage medium |
| CN111933139A (en) * | 2020-08-20 | 2020-11-13 | 成都启英泰伦科技有限公司 | Off-line voice recognition method and system |
| CN111968644B (en) * | 2020-08-31 | 2022-12-27 | 深圳市欧瑞博科技股份有限公司 | Intelligent device awakening method and device and electronic device |
| CN113436605A (en) * | 2021-06-22 | 2021-09-24 | 广州小鹏汽车科技有限公司 | Processing method of vehicle-mounted voice synthesis data, vehicle-mounted electronic equipment and vehicle |
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