CN109587664A - A kind of voice dialing system of edge calculations in conjunction with cloud computing - Google Patents
A kind of voice dialing system of edge calculations in conjunction with cloud computing Download PDFInfo
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- CN109587664A CN109587664A CN201811352697.3A CN201811352697A CN109587664A CN 109587664 A CN109587664 A CN 109587664A CN 201811352697 A CN201811352697 A CN 201811352697A CN 109587664 A CN109587664 A CN 109587664A
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- 238000004364 calculation method Methods 0.000 title claims abstract description 39
- 230000005540 biological transmission Effects 0.000 claims abstract description 16
- 238000007689 inspection Methods 0.000 claims abstract description 5
- 230000002452 interceptive effect Effects 0.000 claims description 6
- 238000004891 communication Methods 0.000 claims description 4
- 238000000034 method Methods 0.000 abstract description 6
- 238000005516 engineering process Methods 0.000 abstract description 4
- 230000007547 defect Effects 0.000 abstract description 3
- 230000010365 information processing Effects 0.000 abstract description 2
- 238000010586 diagram Methods 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 241001062009 Indigofera Species 0.000 description 1
- 238000009825 accumulation Methods 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 230000006399 behavior Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 238000013135 deep learning Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000005611 electricity Effects 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/80—Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
-
- 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
-
- 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
- G10L15/28—Constructional details of speech recognition systems
- G10L15/30—Distributed recognition, e.g. in client-server systems, for mobile phones or network applications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M3/00—Automatic or semi-automatic exchanges
- H04M3/42—Systems providing special services or facilities to subscribers
- H04M3/42025—Calling or Called party identification service
- H04M3/42034—Calling party identification service
- H04M3/42059—Making use of the calling party identifier
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
- H04W12/06—Authentication
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W76/00—Connection management
- H04W76/10—Connection setup
- H04W76/14—Direct-mode setup
-
- 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
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M2203/00—Aspects of automatic or semi-automatic exchanges
- H04M2203/65—Aspects of automatic or semi-automatic exchanges related to applications where calls are combined with other types of communication
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- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Computational Linguistics (AREA)
- Health & Medical Sciences (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Human Computer Interaction (AREA)
- Physics & Mathematics (AREA)
- Acoustics & Sound (AREA)
- Multimedia (AREA)
- Computer Security & Cryptography (AREA)
- Telephonic Communication Services (AREA)
Abstract
The present invention relates to technical field of information processing, and in particular to a kind of voice dialing system of edge calculations in conjunction with cloud computing, including smart machine, Bluetooth terminal and Cloud Server；Software APP is set in the smart machine；Bluetooth module one and network transmission module one are equipped in the software APP；The Bluetooth terminal is equipped with MIC；The Bluetooth terminal is equipped with bluetooth module two；The Cloud Server is equipped with network transmission module two.Work step are as follows: 1) phonetic is converted to according to name, i.e., full matching；2) house sound is stuck up according to nasal sound is peaceful before and after the replacement of the phonetic of name；3) local matching is carried out according to name；4) simplicity matches；5) name polyphone matches；6) similarity inspection.The utility model has the advantages that solving existing bluetooth equipment phonetic order Dialing Method in the related technology haves the defects that parsing mistake and connection search accuracy rate are low, speech recognition capabilities and contact person's matching accuracy rate are effectively improved.
Description
Technical field
The present invention relates to technical field of information processing, especially one kind to effectively improve speech recognition capabilities and contact person
The bluetooth equipment voice dial-up method and system based on edge calculations in conjunction with cloud computing of matching accuracy rate.
Background technique
With the progress of science and technology, the popularity rate of various portable equipments is higher and higher, in conjunction with answering for speech recognition technology
With, especially bluetooth equipment, such as bluetooth headset, blue tooth vehicular, Baffle Box of Bluetooth, by voice input contact person name or number
Code is made a phone call, and this operation brings great convenience to the life of user.However, the prior art also faces some problems urgently
It is to be solved:
The reason of because of accent and dialect, local sound recognition system recognition capability is limited, leads to the text parsed and use
There are errors for family original idea, the different problem of contact person that the contact person found and user want often occur.
Contact person in address list is different in each terminal device, and there may be unisonance difference words in different terminal devices
Name, to may there is a situation where name identifying mistake, thus cannot be accurate in the name of voice input contact person
Contact person is dialed on ground.Contact information belongs to the personal information of height privacy, and user is mostly unwilling data to be submitted to cloud
Processing, there are the possibility of privacy compromise.
Universal recall precision and searching algorithm not enough special essence, retrieval dimension is single, often occurs can not matching or accurate
The case where with object contact person.More situations of user's search behavior can not be covered；In the more situation of address book contact,
Searching algorithm load increase causes feedback speed slow；User's operation step is more.
Therefore, it is necessary to provide a kind of bluetooth equipment voice dial-up method based on edge calculations in conjunction with cloud computing and be
System haves the defects that parsing mistake and connection search accuracy rate are low to improve existing bluetooth equipment phonetic order Dialing Method.It is comprehensive
The linguistic feature for considering name of contact person is closed, power is calculated by powerful cloud and supports to accumulate with mass data, there are also terminal sides
Flexible edge calculations and secret protection；Speech recognition capabilities and contact person's matching accuracy rate are effectively improved, user is improved
The efficiency made a phone call improves user experience.
Summary of the invention
In order to solve the above technical problems, the present invention provides one kind to effectively improve speech recognition capabilities and contact person's matching
Voice dialing system of the edge calculations of accuracy rate in conjunction with cloud computing.
Present invention provide the technical scheme that a kind of voice dialing system of edge calculations in conjunction with cloud computing, including intelligence
It can equipment, Bluetooth terminal and Cloud Server；
Software APP is set in the smart machine；Bluetooth module one and network transmission module one are equipped in the software APP；It is described
Software APP carries out edge calculations；
The Bluetooth terminal is equipped with MIC；The Bluetooth terminal is equipped with bluetooth module two；
The Cloud Server is equipped with network transmission module two；The Cloud Server carries out cloud computing.
The bluetooth module one is established data channel with bluetooth module two and is connected；
The network transmission module one is established with network transmission module two to be connected to the network；
The smart machine is mobile phone and plate intelligent communication device.
The Bluetooth terminal is that the equipment such as bluetooth headset, Baffle Box of Bluetooth setting and blue tooth vehicular have the broadcasting of bluetooth module to set
It is standby.
Unique identifier UUID is arranged in the software APP, passes through bluetooth module and corresponding bluetooth according to identification code UUID
Terminal establishes data channel connection.
MIC on the bluetooth equipment acquires recorded audio；Bluetooth module two on the bluetooth equipment will be collected
Audio is sent to software APP；The audio received is sent Cloud Server by the software APP；The Cloud Server by pair
The audio received carries out cloud computing parsing and returns to generate corresponding contact person's text.The software APP uses edge calculations
Mode fuzzy matching cloud return contact person's text.The software APP carries out calling connection according to matching associated person text.
The edge calculations meet the crucial requirement of application intelligence, security and privacy protection etc..The edge calculations
Including 1) being converted to phonetic according to name, i.e., full matching；2) house sound is stuck up according to nasal sound is peaceful before and after the replacement of the phonetic of name；3) root
Local matching is carried out according to name；4) simplicity matches；5) name polyphone matches；6) similarity inspection.
A kind of work step of voice dialing system of the edge calculations in conjunction with cloud computing are as follows: a, smart machine it is soft
Part APP connect foundation with the data channel of blue-tooth intelligence equipment；B, start the MIC acquisition audio of blue-tooth intelligence equipment and be sent to
Software APP；C, the audio data received is sent cloud server by software APP；D, it is parsed by cloud computing and returns to generation pair
The contact person's text answered；E, pass through edge calculations fuzzy matching textual contact people；If f, searching out a plurality of with text matches
It is people's information, then interactive phonetic order can be continued by presenting；G, software APP dials according to the contact person being matched to.
After above-mentioned technical proposal, the beneficial effects of the present invention are:
Relative to disclosed technical solution, a kind of voice dialing system of edge calculations in conjunction with cloud computing is provided, is solved existing
With the presence of bluetooth equipment phonetic order Dialing Method parsing mistake in the related technology and the low defect of search accuracy rate is contacted, is had
Effect ground improves speech recognition capabilities and contact person's matching accuracy rate, improves the efficiency that user makes a phone call, and privacy of user also obtains
To being effectively protected, improve user experience.
Detailed description of the invention
Fig. 1 is a kind of voice dialing system block diagram of edge calculations in conjunction with cloud computing；
Fig. 2 is a kind of voice dialing system step schematic diagram of edge calculations in conjunction with cloud computing；
Specific embodiment
The present invention will be described in detail for 1 and Fig. 2 and specific embodiment with reference to the accompanying drawing, but not as to this hair
Bright restriction.
Embodiment
As shown in Figure 1 and Figure 2, voice dialing system of a kind of edge calculations in conjunction with cloud computing, including smart machine,
Bluetooth terminal and Cloud Server；
Software APP is set in the smart machine；Bluetooth module one and network transmission module one are equipped in the software APP；It is described
Software APP carries out edge calculations；The Bluetooth terminal is equipped with MIC；The Bluetooth terminal is equipped with bluetooth module two；The cloud
Server is equipped with network transmission module two；The Cloud Server carries out cloud computing.The bluetooth module one and bluetooth module two are built
Vertical data channel connection；The network transmission module one is established with network transmission module two to be connected to the network；The smart machine is
Mobile phone and plate intelligent communication device.The Bluetooth terminal is that the equipment such as bluetooth headset, Baffle Box of Bluetooth setting and blue tooth vehicular have
The playback equipment of bluetooth module.Unique identifier UUID is arranged in the software APP, according to identification code UUID by bluetooth module with
Corresponding Bluetooth terminal establishes data channel connection.
By taking an Android intelligent and a blue-tooth intelligence speaker as an example.
For a kind of voice dialing system of the edge calculations provided in an embodiment of the present invention in conjunction with cloud computing, mainly include
Following steps:
Referring to Fig. 2, being a kind of voice dialing system of the edge calculations provided in an embodiment of the present invention in conjunction with cloud computing, master
Want the following steps are included:
1, smartphone software APP connect foundation with the data channel of blue-tooth intelligence terminal；
In embodiments of the present invention, the blue-tooth intelligence equipment can be blue-tooth intelligence earphone, blue-tooth intelligence speaker, blue tooth vehicular
Deng, pass through cell phone application open bluetooth, search for blue-tooth intelligence equipment, according to preset UUID and title automatic fitration UUID and indigo plant
Tooth title simultaneously establishes the connection of BLE or SPP data channel, in order to guarantee that the stability of data transmission, Android phone use SPP
Connection, IOS mobile phone is using BLE connection, it can be achieved that the data interaction of cell phone application and blue-tooth intelligence terminal.
2, start the MIC acquisition audio of blue-tooth intelligence equipment and be sent to software APP；
In embodiments of the present invention, blue-tooth intelligence speaker wakes up interactive voice by key or preset wake-up word, i.e. starting record
Sound acquisition unclamps key or APP according to local and cloud VAD and triggers halt instruction, stops recording acquisition；By the audio number of generation
According to being put into data pool, then starting sends data thread and transmits audio data toward data channel.Until not counted in data pool
According to or receive the end APP halt instruction until.
3, the audio data received is sent cloud by cell phone software APP；
In embodiments of the present invention, after cell phone application receives the data that bluetooth equipment end is sent, by the data transportation requirements point in cloud
Section arranges；Response time is poor in order to reduce, and APP uploads data to cloud and uses the mechanism passed in record, and use can be improved in this way
Family experience, every 320 audio frequency of byte data are divided into a frame by cell phone application, and pass through network data transmission module (HTTP/
HTTPS/HTTP2 data) are submitted toward cloud, whether program cyclic query needs to send there are also coded audio data, there are data
Words, data processing is just taken from data pool, until there is no data in data pool or receive cloud VAD stop refer to
It enables.
4, Cloud Server, which is parsed and returned by cloud computing, generates corresponding contact person's text；
In embodiments of the present invention, Cloud Server possesses the data accumulation of powerful calculation power support and magnanimity, engineering abundant
Habit ability judges various phonetic orders, after Cloud Server receives voice command data, by the cloud computing ability that constantly enhances and
Deep learning ability can quickly and accurately parse the phonetic order of various accents, dialect, and return to solution by the format of agreement
Text after analysis；
| Dial instruction type | Data content |
| Num | Digital number |
| Name | Name |
5, pass through edge calculations fuzzy matching textual contact people；
In embodiments of the present invention, since contact person belongs to individual privacy, so using the mode fuzzy matching cloud of edge calculations
Hold the contact person textual contact people returned.Edge calculations meet the crucial requirement of application intelligence, security and privacy protection etc..
If Num type, then the number that will dial of voice broadcast prompt user；If Name, then fuzzy matching, specific steps are needed
It is as follows:
1) phonetic is converted to according to name, i.e., full matching
Such as Zhang little Jie and Zhang Xiaojie, it is zhangxiaojie that the former, which is converted to phonetic, and the latter is converted to phonetic and is
Zhangxiaojie is considered as the same person.
2) house sound is stuck up according to nasal sound is peaceful before and after the replacement of the phonetic of name, s and sh replace with sh, in and ing and replace with ing
(blurring matching)
Such as Cheng Lin and Chen Ling.It is chenglin that the former, which is converted to phonetic, is chengling after replacement, and the latter is converted to phonetic and is
Chenling is chengling after replacement, is considered as same people.
3) local matching is carried out according to name
As long as a part of the name that user says in address list name, that is, be considered as same people, as user says Cheng Ling
There are core core Cheng Lin in matching address list.
4) simplicity matches
If the simplicity of Zhang little Jie is zxj, then the text of zxj and the simplicity of name each in contact person is taken to match, if there is phase
It is same to be considered as the same person.
5) name polyphone matches
The extensive knowledge and profound scholarship of Chinese character, content expressed by text is also very rich, if user says Dan Xiongxin, most of the time I
The speech recognition result that gets do good the text of male letter etc, we need the Dan Xiongxin in communication being divided into 2 at this time
A name is shanxiongxin and danxiongxin respectively.Matching rule needs 2) and regular plus rule above simultaneously
3), it is replaced and checks whether name that user says is a part in address list.
6) similarity inspection.
Compare the name in name and address list described in incoming user, similarity is among 0 to 1, wherein similarity
Threshold values be then a numerical value by the continuous learning correction of edge calculations, certainly in the case where default, we can be one preset
Threshold values data, such as 0.7, that is greater than 0.7 and is considered as same people.Similarity setting is excessively high, will lead to and is difficult to match；It was arranged
It is low, it will lead on a large amount of incoherent name matchings, so the setting of similarity will have a direct impact on accuracy rate.Carry out similarity inspection
The value that user is passed to when looking into is only the phonetic (containing polyphone) that name is converted to, and does not include blurring matching rule.Example
Such as:
Zhou Jielun and Zhou Jiejun is 0.9 by calculating similarity, is considered as the same person.
Li Zongtao and Li Dongyang is 0.6 by calculating similarity, then it fails to match.
If 6, searching out a plurality of contact information with text matches, presentation can continue interactive phonetic order；
In embodiments of the present invention, by above-mentioned matching rule match come contact person may have it is multiple, if only one
In the case of, it can directly transfer to；But there is multiple situations, more wheel interactive voice ring sounds need to be presented.List serial number+contact person+electricity
Talk about number, and the voice number of broadcasting allows user to select, user can direct voice selecting serial number, can dial number.
7, software APP dials according to the contact person being matched to；
In embodiments of the present invention, by cloud computing and the combination of edge calculations, complementation is formed, user can be accurately matched
Desired confirms as a result, voice broadcast is presented in the case where in conjunction with multiple connections are matched for user speech, i.e., more wheel inquiries
Interactive side mutually, substantially increases the satisfaction of user's offer.It is compared by actual measurement, in various accents and the dialing sentence of dialect
In, the phone that want of user can be transferred to up to 97% accuracy rate.
As known by the technical knowledge, the technical program can pass through other essence without departing from its spirit or the reality of essential feature
Scheme is applied to realize.Therefore, embodiment disclosed above, in all respects are merely illustrative, and are not only
's.All changes within the scope of the invention or within the scope equivalent to the present invention are included in the invention.
Claims (6)
1. a kind of voice dialing system of edge calculations in conjunction with cloud computing, including smart machine, Bluetooth terminal and Cloud Server；
It is characterized by:
Software APP is set in the smart machine；Bluetooth module one and network transmission module one are equipped in the software APP；It is described
Software APP carries out edge calculations；
The Bluetooth terminal is equipped with MIC；The Bluetooth terminal is equipped with bluetooth module two；
The Cloud Server is equipped with network transmission module two；The Cloud Server carries out cloud computing；
The bluetooth module one is established data channel with bluetooth module two and is connected；
The network transmission module one is established with network transmission module two to be connected to the network；
MIC on the bluetooth equipment acquires recorded audio；Bluetooth module two on the bluetooth equipment is by collected audio
It is sent to software APP；The audio received is sent Cloud Server by the software APP；The Cloud Server passes through to reception
To audio carry out cloud computing parsing and return to generate corresponding contact person's text；
Contact person's text that the software APP is returned using the mode fuzzy matching of edge calculations；
The software APP carries out calling connection according to matching associated person text.
2. voice dialing system of the edge calculations according to claim 1 in conjunction with cloud computing, it is characterised in that: described
Smart machine is mobile phone and plate intelligent communication device.
3. voice dialing system of the edge calculations according to claim 1 in conjunction with cloud computing, it is characterised in that: described
Bluetooth terminal is the playback equipment that the equipment such as bluetooth headset, Baffle Box of Bluetooth setting and blue tooth vehicular have bluetooth module.
4. voice dialing system of the edge calculations according to claim 1 in conjunction with cloud computing, it is characterised in that: described
Unique identifier UUID is arranged in software APP, establishes data with corresponding Bluetooth terminal by bluetooth module according to identification code UUID
Channel connection.
5. voice dialing system of the edge calculations according to claim 1 in conjunction with cloud computing, it is characterised in that: described
Edge calculations meet the crucial requirement of application intelligence, security and privacy protection etc.；
The edge calculations include 1) being converted to phonetic according to name, i.e., full matching；2) front and back nose is replaced according to the phonetic of name
Sound is peaceful to stick up house sound；3) local matching is carried out according to name；4) simplicity matches；5) name polyphone matches；6) similarity inspection.
6. voice dialing system of the edge calculations according to claim 1 in conjunction with cloud computing, it is characterised in that: described
The work step of voice dialing system of the edge calculations in conjunction with cloud computing are as follows: the software APP and blue-tooth intelligence of a, smart machine
The data channel of equipment, which connects, to be established；B, start the MIC acquisition audio of blue-tooth intelligence equipment and be sent to software APP；C, software
The audio data received is sent cloud server by APP；D, it parses and returns by cloud computing and generate corresponding contact person's text；
E, pass through edge calculations fuzzy matching textual contact people；If f, searching out a plurality of contact information with text matches, present
It can continue interactive phonetic order；G, software APP dials according to the contact person being matched to.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110517681A (en) * | 2019-08-29 | 2019-11-29 | 厦门市思芯微科技有限公司 | A kind of bluetooth card-inserted sound box voice interactive system and method |
| CN110544489A (en) * | 2019-04-16 | 2019-12-06 | 江苏慧中数据科技有限公司 | abnormal sound detection method based on edge cloud intelligent architecture |
| CN110945943A (en) * | 2019-11-05 | 2020-03-31 | 北京小米移动软件有限公司 | Data processing system, method, device, equipment and readable storage medium |
| CN112954570A (en) * | 2021-02-20 | 2021-06-11 | 深圳市智听科技有限公司 | Hearing assistance method, device, equipment and medium integrating edge computing and cloud computing |
| CN113992780A (en) * | 2021-09-13 | 2022-01-28 | 珠海格力电器股份有限公司 | Voice dialing method, device, storage medium and equipment |
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| CN110544489A (en) * | 2019-04-16 | 2019-12-06 | 江苏慧中数据科技有限公司 | abnormal sound detection method based on edge cloud intelligent architecture |
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| CN112954570A (en) * | 2021-02-20 | 2021-06-11 | 深圳市智听科技有限公司 | Hearing assistance method, device, equipment and medium integrating edge computing and cloud computing |
| CN112954570B (en) * | 2021-02-20 | 2022-10-25 | 深圳市智听科技有限公司 | Hearing assistance method, device, equipment and medium integrating edge computing and cloud computing |
| CN113992780A (en) * | 2021-09-13 | 2022-01-28 | 珠海格力电器股份有限公司 | Voice dialing method, device, storage medium and equipment |
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