CN106297777A - A kind of method and apparatus waking up voice service up - Google Patents

A kind of method and apparatus waking up voice service up Download PDF

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Publication number
CN106297777A
CN106297777A CN201610656147.5A CN201610656147A CN106297777A CN 106297777 A CN106297777 A CN 106297777A CN 201610656147 A CN201610656147 A CN 201610656147A CN 106297777 A CN106297777 A CN 106297777A
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voice
threshold
acoustic features
score value
waking
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CN106297777B (en
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宋夏
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Guangzhou Shiyuan Electronics Thecnology Co Ltd
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Guangzhou Shiyuan Electronics Thecnology Co Ltd
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    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/22Procedures used during a speech recognition process, e.g. man-machine dialogue
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/08Speech classification or search

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  • Engineering & Computer Science (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)
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Abstract

The invention discloses a kind of method and apparatus waking up voice service up, described method includes: obtain the voice of input;Extract the acoustic features of described voice;The acoustic features that the acoustic features of described voice wakes up word up with the standard pre-set is mated, obtains the first coupling score value;If described first coupling score value is more than the first threshold pre-set, then wake up voice service up;If described first coupling score value is less than described first threshold, but more than the Second Threshold pre-set, then described voice is carried out record, and the acoustic features of the acoustic features of this record voice with last record voice is mated, obtain the second coupling score value;If described second coupling score value is more than the 3rd threshold value pre-set, then increases and repeatedly input counting;When described repeatedly input counting more than pre-set four threshold values time, wake up voice service up.Use the present invention can improve the accuracy that voice service wakes up up, improve Consumer's Experience.

Description

A kind of method and apparatus waking up voice service up
Technical field
The present invention relates to field of computer technology, particularly relate to a kind of method and apparatus waking up voice service up.
Background technology
In recent years, the smart machine with voice operating function has progressed into the life of people, and this kind equipment is using Before voice operating, it is generally required to wake up voice operating function up by specifically waking up word up.
In the awakening method of existing voice service, the generally phonetic entry to user is calculated by specific algorithm, Wake up word up to carry out mating marking with default standard, if final calculated mark is more than the threshold value preset, wake up language up Sound services, and does not wakes up up.
But, due to the difference of user life living environment, often with certain accent, or due to disease Impact, cause cacology true, use above-mentioned existing awakening method, the coupling marking nothing waking up word sound up of user's input Method exceedes default threshold value, even if user is iteratively repeated wakes up word up, it is also difficult to the voice service of wake-up device, user exactly Experience poor.
Summary of the invention
The purpose of the embodiment of the present invention is to provide a kind of method and apparatus waking up voice service up, improves voice service and calls out The accuracy waken up, improves Consumer's Experience.
For achieving the above object, embodiments provide a kind of method waking up voice service up, including:
Obtain the voice of input;
Extract the acoustic features of described voice;
The acoustic features that the acoustic features of described voice wakes up word up with the standard pre-set is mated, obtains first Coupling score value;
If described first coupling score value is more than the first threshold pre-set, then wake up voice service up;
If described first coupling score value is less than described first threshold, but more than the Second Threshold pre-set, then to described Voice carries out record, and the acoustic features of the acoustic features of this record voice with last record voice is mated, and obtains Take the second coupling score value;
If described second coupling score value is more than the 3rd threshold value pre-set, then increases and repeatedly input counting;
When described repeatedly input counting more than pre-set four threshold values time, wake up voice service up.
The voice that the present invention is between first threshold and Second Threshold by the coupling score value repeatedly inputted user enters Row special handling, mates this input voice with last input voice, identical to know that user inputs the most repeatedly Or close voice, when user repeatedly input same or like voice exceed certain number of times time, the language of normal wakeup equipment Sound services, and improves user and wakes up the accuracy of voice service up, is conducive to improving Consumer's Experience.
Further, described when described repeatedly input counting more than pre-set four threshold values time, wake up up voice clothes After business, also include:
Whether it is successfully made voice operating after judging to wake up voice service up;If being successfully made voice operating, then increase Successful Operation counts;If the unsuccessful voice operating that carries out, then reduce described Successful Operation counting;
When described Successful Operation counting is more than the 5th threshold value pre-set, and the acoustic features of described voice is not deposited It is stored in alternative when waking up dictionary up, the acoustic features of described voice is stored in alternative waking up up in dictionary;
When described Successful Operation counting is less than described 5th threshold value, and the acoustic features of described voice has been stored in institute State alternative when waking up dictionary up, the acoustic features of described voice is deleted from described alternative waking up up dictionary.
Preferably, if described first coupling score value is less than described first threshold, but more than the second threshold pre-set Value, then carry out record to described voice, and by the acoustic features of the acoustic features of this record voice with last record voice Mate, obtain the second coupling score value, particularly as follows:
If described first coupling score value is less than the first threshold pre-set, but more than the Second Threshold pre-set, then The acoustic features of described voice is mated with the described alternative acoustic features waken up up in dictionary, obtains the 3rd coupling score value;
If described 3rd coupling score value is more than the 6th threshold value pre-set, then wake up voice service up;
If described 3rd coupling score value is less than described 6th threshold value, then described voice is carried out record, and by this record The acoustic features of voice is mated with the acoustic features of last record voice, obtains described second coupling score value.
The present invention, after waking up voice service up, updates according to follow-up voice operating situation and alternative wakes up dictionary up, when with When family is successfully made voice operating, is regarded as effective voice and waken up up, and by described voice after the most effectively waking up up Add alternative waking up up in dictionary to;And unsuccessful carry out voice operating time, regarded as false wake-up, reduced the one-tenth of this voice Merit operation count, and when described Successful Operation counting is less than certain value, described voice is deleted from alternative waking up up dictionary, carries The high alternative effectiveness waking up word up.In follow-up voice wakes up up, the present invention also utilizes the described alternative history waken up up in dictionary Record, the voice being in coupling score value between first threshold and Second Threshold carries out match cognization, is conducive to improving identification Efficiency and accuracy.
Further, if mating score value more than the 3rd threshold value pre-set described second, then repetition is increased After input counting, also include:
Repeatedly input described in if to count and do not change within the time limited, then the described counting that repeatedly inputs is reset.
Preferably, described method also includes:
If described first coupling score value is less than described Second Threshold, then judges to wake up voice service up, and reacquire The voice of input;
If described second coupling score value is less than described 3rd threshold value, then judges to wake up voice service up, and reacquire The voice of input;
Repeatedly input counting described in and if be less than described 4th threshold value, then judge to wake up voice service up, and reacquire The voice of input.
Correspondingly, present invention also offers a kind of device waking up voice service up, including:
Voice acquisition module, for obtaining the voice of input;
Characteristic extracting module, for extracting the acoustic features of described voice;
First matching module, for waking up the acoustic features of word up by the acoustic features of described voice and the standard pre-set Mate, obtain the first coupling score value;
First wake module, if for described first coupling score value more than the first threshold pre-set, then waking up voice up Service;
Second matching module, if for described first coupling score value less than described first threshold, but more than pre-setting Second Threshold, then carry out record to described voice, and by the sound of the acoustic features of this record voice with last record voice Learn feature to mate, obtain the second coupling score value;
Repeat count module, if for described second coupling score value more than the 3rd threshold value pre-set, then increasing repetition Input counting;
Second wake module, for when described repeatedly input counting more than pre-set four threshold values time, wake up voice up Service.
Further, described device also includes:
Whether operation count module, be successfully made voice operating after judgement wakes up voice service up;If successfully carrying out Voice operating, then increase Successful Operation counting;If the unsuccessful voice operating that carries out, then reduce described Successful Operation counting;
Dictionary increases module, for being more than the 5th threshold value pre-set, and institute's predicate when described Successful Operation counting The acoustic features of sound is not stored in alternative when waking up dictionary up, and the acoustic features of described voice is stored in alternative waking up up in dictionary;
Module deleted in dictionary, for being less than described 5th threshold value, and the sound of described voice when described Successful Operation counting Learn feature and be stored in described alternative when waking up dictionary up, the acoustic features of described voice is deleted from described alternative waking up up dictionary Remove.
Preferably, described second matching module includes:
First matching unit, if for described first coupling score value less than the first threshold pre-set, but more than in advance The Second Threshold arranged, then mate the acoustic features of described voice with the described alternative acoustic features waken up up in dictionary, Obtain the 3rd coupling score value;
First wakeup unit, if for described 3rd coupling score value more than the 6th threshold value pre-set, then waking up voice up Service;
Second matching unit, if for described 3rd coupling score value less than described 6th threshold value, then carrying out described voice Record, and the acoustic features of this record voice being mated with the last acoustic features recording voice, obtains described the Two coupling score values.
Further, described device also includes:
Counting dump block, does not changes, then by described within the time limited if repeatedly inputting described in Yong Yu to count Repeatedly input counting to reset.
Preferably, described device also includes:
First retries module, if for described first coupling score value less than described Second Threshold, then judging to wake up language up Sound services, and reacquires the voice of input;
Second retries module, if for described second coupling score value less than described 3rd threshold value, then judging to wake up language up Sound services, and reacquires the voice of input;
Triple die trial blocks, if repeatedly inputting counting described in Yong Yu to be less than described 4th threshold value, then judge to wake up language up Sound services, and reacquires the voice of input.
Accompanying drawing explanation
Fig. 1 is the method flow diagram of an embodiment of the method waking up voice service up that the present invention provides;
Fig. 2 is the method flow diagram of another embodiment of the method waking up voice service up that the present invention provides;
Fig. 3 is the method flow diagram of another embodiment of the method waking up voice service up that the present invention provides;
Fig. 4 is the structure drawing of device of an embodiment of the method waking up voice service up that the present invention provides;
Fig. 5 is the structure drawing of device of another embodiment of the method waking up voice service up that the present invention provides;
Fig. 6 is the structure drawing of device of another embodiment of the method waking up voice service up that the present invention provides.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Describe, it is clear that described embodiment is only a part of embodiment of the present invention rather than whole embodiments wholely.Based on Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under not making creative work premise Embodiment, broadly falls into the scope of protection of the invention.
See Fig. 1, be the method flow diagram of an embodiment of the method waking up voice service up that the present invention provides.
The method waking up voice service described in as shown in Figure 1 up, including step S11~S17:
S11, obtains the voice of input.
In the middle of being embodied as, sound pick-up outfit (such as mike etc.) can be passed through and obtain the phonetic entry of user.
S12, extracts the acoustic features of described voice.
Described acoustic features is the feature with certain distinction extracted based on human hearing characteristic, as chosen voice MFCC (Mel-Frequency Cepstrum Coefficient, the Mel frequency cepstrum coefficient) feature used in identification, this Skilled person can choose different acoustic featuress according to actual needs, it is possible to extracts being combined of multiple acoustic features, This is not construed as limiting by the present invention.
S13, mates the acoustic features that the acoustic features of described voice wakes up word up with the standard pre-set, and obtains First coupling score value.
S14, if described first coupling score value is more than the first threshold pre-set, then wakes up voice service up.
S15 is if described first coupling score value is less than described first threshold, but more than the Second Threshold pre-set, the most right Described voice carries out record, and the acoustic features of the acoustic features of this record voice with last record voice is carried out Join, obtain the second coupling score value.
In the middle of being embodied as, described first threshold and described Second Threshold are two threshold values chosen in advance, described Second Threshold is less than described first threshold, and if first threshold can be 90, described Second Threshold can be 80.When described first When partition value is more than first threshold, illustrates that user has said exactly and wake up word up, can directly wake up voice service up, after waiting user Continuous voice operating instruction.When the first coupling score value is less than first threshold, continue to judge whether this score value is more than Second Threshold, If described first coupling score value is less than first threshold but more than Second Threshold, illustrate that input voice wakes up word up with standard and more connects Closely, but also it is not enough to directly wake up voice service up.It is defeated that coupling score value is between first threshold and Second Threshold by the present invention Enter voice and carry out special handling, this input voice was inputted voice with last time and carries out characteristic matching, to judge whether that user is No at the same voice of typing repeatedly.
Especially, when this voice inputted is for inputting first, the most there is not a record voice and (be equivalent to upper one Secondary record voice is empty), then this input voice carries out with last registration voice mating the second coupling score value obtained is 0, this Time can be set to 1 by repeatedly inputting counting, with show described voice for inputting first, and to this input voice carry out record, with Mate with follow-up input voice, it is judged that whether subsequent voice is for repeatedly inputting.
S16, if described second coupling score value is more than the 3rd threshold value pre-set, then increases and repeatedly inputs counting.
S17, when described repeatedly input counting more than pre-set four threshold values time, wake up voice service up.
Repeatedly input counting and repeatedly input the number of times of same or like voice for recording user, when described second mates When score value is more than three threshold value pre-set, it is believed that voice of this input of user identical with the last voice recorded or Person is closer to, and repeatedly inputs counting and adds one.If described second coupling score value is less than described 3rd threshold value, then described in repeatedly input Counting resets.When user repeatedly inputs four threshold value that the number of times of same voice reaches default, though i.e. explanation user pronunciation has Deviation, but user wakes up voice service up making repeated attempts, and the present invention will normally wake up voice service up in the case, be conducive to Improve Consumer's Experience.
Such as, the word that wakes up up of the voice service function of certain smart machine is " Intelligent life ", certain user due to accent problem, Said into " self energy god fire " wake up word up, according to existing awakening method, cannot owing to waking up the score value that mates of word up with standard Reach first threshold, even if user's repeated multiple times input voice also cannot wake up voice service up.And provide according to the present embodiment The method waking up voice service up, when in he short time repeated multiple times attempt to wake up up time, when the number of times repeated reaches four threshold values, Equipment just can be with normal wakeup.
It should be noted that, the present invention for coupling score value equal with threshold value in the case of, both can enter by situation about being more than Row processes, it is also possible to processing by situation about being less than, those skilled in the art can select according to practical situation, the present invention This is not construed as limiting.In like manner, repeatedly input counting to exist with the 5th threshold value with the 4th threshold value and the counting of Successful Operation hereafter Also can select one by situation about being more than or less than in the case of equal to process.More excellent, can take by choosing suitable threshold value Value is to avoid the situation appearance being equal to.
See Fig. 2, be the method flow diagram of another embodiment of the method waking up voice service up that the present invention provides.This Embodiment adds step S21~S23 on the basis of embodiment illustrated in fig. 1 further.
As in figure 2 it is shown, the present embodiment is after step S17, also include:
S21, it is judged that whether be successfully made voice operating after waking up voice service up.If being successfully made voice operating, then Increase Successful Operation counting.If the unsuccessful voice operating that carries out, then reduce described Successful Operation counting.
S22, when described Successful Operation counting is more than the 5th threshold value pre-set, and the acoustic features of described voice is not It is stored in alternative when waking up dictionary up, the acoustic features of described voice is stored in alternative waking up up in dictionary.
S23, when described Successful Operation counting is less than described 5th threshold value, and the acoustic features of described voice is stored In described alternative wake up dictionary up time, by the acoustic features of described voice from described alternative wake up up dictionary delete.
In the middle of being embodied as, when voice service is waken up and user is successfully made voice operating, can be by this Wake up up and regard as effective voice and wake up up, and add described voice to alternative waking up up in dictionary after the most effectively waking up up.And When voice service is waken up but user does not carry out voice operating or have input voice command that system cannot understand, can This is waken up up and regards as false wake-up, reduce the Successful Operation counting of this voice, and at Successful Operation counting less than certain value Time, described voice is deleted from alternative waking up up dictionary.By the way the use history of user is carried out record, waking up up After voice service, update according to the voice operating situation that user is follow-up and alternative wake up dictionary up, be conducive to improving and wake up having of word up Effect property, improves the efficiency of follow-up identification, the use habit of laminating user.
Preferred embodiment central in one, described S15 step includes:
S151, if described first coupling score value is less than the first threshold pre-set, but more than the second threshold pre-set Value, then mate the acoustic features of described voice with the described alternative acoustic features waken up up in dictionary, obtains the 3rd coupling Score value.
S152, if described 3rd coupling score value is more than the 6th threshold value pre-set, then wakes up voice service up.
S153, if described 3rd coupling score value is less than described 6th threshold value, then carries out record to described voice, and by this The acoustic features of record voice is mated with the acoustic features of last record voice, obtains described second coupling score value.
When the acoustic features of user input voice is present in alternative waking up up in dictionary, user calls out without making repeated attempts Wake up, even if deviation of pronouncing also can wake up voice service directly, rapidly up.Meanwhile, the dynamic of dictionary is waken up up in conjunction with alternative Update, the use habit of the user that can fit, be greatly improved the efficiency waking up voice service up.
And when the first coupling score value of input voice is less than the first threshold pre-set, but more than second pre-set Threshold value, and when being not present in alternative waking up up in dictionary, then this voice is recorded (voice of record for and the last time Record voice and record next time voice comparison coupling), and enter judge whether to be repeated several times the handling process of input, with Obtain the number of times that described voice repeatedly inputs, when its number of times repeatedly input reaches corresponding threshold value, the voice of wake-up device Service.The present embodiment only wakes up word up and cannot be waken up up the voice of voice service carried out by the alternative dictionary that wakes up up being near the mark Record, and calculate it and repeatedly input number of times, advantageously reduce program internal memory and take and amount of calculation, improve the sound of voice call service Answer speed.
See Fig. 3, be the method flow diagram of another embodiment of the method waking up voice service up that the present invention provides.This Embodiment, on the basis of Fig. 1 or embodiment illustrated in fig. 2, further increases step S41.
As it is shown on figure 3, the present embodiment is after described step S16, also include:
S41, if described in repeatedly input to count and do not change within the time limited, then to repeatedly input counting clear by described Zero.
Generally, when repeatedly inputting same or like voice at short notice, just think that user is making repeated attempts Wake up up.Repeatedly input described in if to count and do not change within the time limited, illustrate that current speech and last time input voice Time interval is relatively big, does not constitute and repeatedly inputs, and can be reset by the described counting that repeatedly inputs, be conducive to improving further waking up voice up The accuracy of service.
Though being not drawn in figure, but in the middle of being embodied as, what Fig. 1, Fig. 2 or embodiment illustrated in fig. 3 provided wakes up voice clothes up The method of business also includes:
If described first coupling score value is less than described Second Threshold, then judges to wake up voice service up, and reacquire The voice of input.
If described second coupling score value is less than described 3rd threshold value, then judges to wake up voice service up, and reacquire The voice of input.
Repeatedly input counting described in and if be less than described 4th threshold value, then judge to wake up voice service up, and reacquire The voice of input.
If described first coupling score value is less than described Second Threshold, illustrate that the input of user is the most inaccurate, it is not necessary to wake up up Voice service, and terminate the process to this section of voice, continue to gather new voice.If described second coupling score value is less than described the Three threshold values, illustrate the voice of twice input before and after user and differ, user unused same or like voice make repeated attempts Wake up up, now can determine that and can not wake up voice service up, and terminate the process to this section of voice, continue to gather new voice.If institute State and repeatedly input counting less than described 4th threshold value, illustrate that user repeats the number of times of typing voice and not yet reaches to wake up voice service up Threshold value, now without waking up voice service up, and terminate the process to this section of voice, continue to gather new voice.
See Fig. 4, be the structure drawing of device of an embodiment of the device waking up voice service up that the present invention provides.This reality The ultimate principle executing example is consistent with embodiment illustrated in fig. 1, part is not described in detail in detail in the present embodiment and can be found in embodiment illustrated in fig. 1 Associated description.
As shown in Figure 4, the device waking up voice service described in up includes:
Voice acquisition module 11, for obtaining the voice of input.
Characteristic extracting module 12, for extracting the acoustic features of described voice.
First matching module 13, special for the acoustic features of described voice and the standard pre-set being waken up up the acoustics of word Levy and mate, obtain the first coupling score value.
First wake module 14, if for described first coupling score value more than the first threshold pre-set, then waking up language up Sound services.
Second matching module 15, if for described first coupling score value less than described first threshold, but more than pre-setting Second Threshold, then described voice is carried out record, and by the acoustic features of this record voice and last record voice Acoustic features is mated, and obtains the second coupling score value.
Repeat count module 16, if for described second coupling score value more than the 3rd threshold value pre-set, then increasing weight Input counting again.
Second wake module 17, for when described repeatedly input counting more than pre-set four threshold values time, wake up language up Sound services.
The voice that the present invention is between first threshold and Second Threshold by the coupling score value repeatedly inputted user enters Row special handling, inputted voice with last time mate this input voice, with know user the most repeatedly input identical or Close voice, when user repeatedly input same or like voice exceed certain number of times time, the voice of normal wakeup equipment Service, improves user and wakes up the accuracy of voice service up, be conducive to improving Consumer's Experience.
See Fig. 5, be the structure drawing of device of another embodiment of the device waking up voice service up that the present invention provides.This Embodiment farther includes on the basis of embodiment illustrated in fig. 4:
Whether operation count module 21, be successfully made voice operating after judgement wakes up voice service up.If successfully entering Go voice operating, then increase Successful Operation counting.If the unsuccessful voice operating that carries out, then reduce described Successful Operation counting.
Dictionary increases module 22, for being more than, when described Successful Operation counting, the 5th threshold value pre-set and described The acoustic features of voice is not stored in alternative when waking up dictionary up, the acoustic features of described voice is stored in and alternative wakes up dictionary up In.
Module 23 deleted in dictionary, for being less than described 5th threshold value when described Successful Operation counts, and described voice Acoustic features has been stored in described alternative when waking up dictionary up, the acoustic features of described voice alternative is waken up up dictionary from described Delete.
Preferred embodiment central in one, described second matching module 15 includes:
First matching unit 151, if for described first coupling score value less than the first threshold pre-set, but more than pre- The Second Threshold first arranged, then carried out the acoustic features of described voice and the described alternative acoustic features waken up up in dictionary Join, obtain the 3rd coupling score value.
First wakeup unit 152, if for described 3rd coupling score value more than the 6th threshold value pre-set, then waking up language up Sound services.
Second matching unit 153, if for described 3rd coupling score value less than described 6th threshold value, then entering described voice Row record, and the acoustic features of the acoustic features of this record voice with last record voice is mated, obtain described Second coupling score value.
The present invention, after waking up voice service up, updates according to follow-up voice operating situation and alternative wakes up dictionary up, when with When family is successfully made voice operating, is regarded as effective voice and waken up up, and by described voice after the most effectively waking up up Add alternative waking up up in dictionary to.And unsuccessful carry out voice operating time, regarded as false wake-up, reduced the one-tenth of this voice Merit operation count, and when Successful Operation counting is less than certain value, described voice is deleted from alternative waking up up dictionary, improves The alternative effectiveness waking up word up.In follow-up voice wakes up up, the present invention also utilizes the described alternative history note waken up up in dictionary Record, the voice being in coupling score value between first threshold and Second Threshold carries out match cognization, is conducive to improving the effect identified Rate and accuracy.
See Fig. 6, be the structure drawing of device of another embodiment of the device waking up voice service up that the present invention provides.This Embodiment farther includes on the basis of Fig. 4 or embodiment illustrated in fig. 5:
Counting dump block 41, does not changes, then by institute within the time limited if repeatedly inputting described in Yong Yu to count State and repeatedly input counting clearing.
When the acoustic features of user input voice is present in alternative waking up up in dictionary, user calls out without making repeated attempts Wake up, even if deviation of pronouncing also can wake up voice service directly, rapidly up.Meanwhile, the dynamic of dictionary is waken up up in conjunction with alternative Update, be greatly improved the efficiency waking up voice service up.
Though figure is not drawn into, but in the middle of being embodied as, wake up voice up such as what Fig. 4, Fig. 5 or embodiment illustrated in fig. 6 provided The device of service also includes:
First retries module, if for described first coupling score value less than described Second Threshold, then judging to wake up language up Sound services, and reacquires the voice of input.
Second retries module, if for described second coupling score value less than described 3rd threshold value, then judging to wake up language up Sound services, and reacquires the voice of input.
Triple die trial blocks, if repeatedly inputting counting described in Yong Yu to be less than described 4th threshold value, then judge to wake up language up Sound services, and reacquires the voice of input.
It should be noted that, device embodiment described above is only schematically, wherein said as separating component The unit illustrated can be or may not be physically separate, and the parts shown as unit can be or can also It not physical location, i.e. may be located at a place, or can also be distributed on multiple NE.Can be according to reality Need to select some or all of module therein to realize the purpose of the present embodiment scheme.It addition, the device that the present invention provides In embodiment accompanying drawing, the annexation between module represents have communication connection between them, specifically can be implemented as one or A plurality of communication bus or holding wire.Those of ordinary skill in the art, in the case of not paying creative work, are i.e. appreciated that And implement.
Through the above description of the embodiments, those skilled in the art is it can be understood that can borrow to the present invention The mode helping software to add required common hardware realizes, naturally it is also possible to include special IC, specially by specialized hardware Realize with CPU, private memory, special components and parts etc..Generally, all functions completed by computer program can Realize with corresponding hardware easily, and, the particular hardware structure being used for realizing same function can also be multiple many Sample, such as analog circuit, digital circuit or special circuit etc..But, the most more in the case of software program real It it is now more preferably embodiment.Based on such understanding, prior art is made by technical scheme the most in other words The part of contribution can embody with the form of software product, and this computer software product is stored in the storage medium that can read In, such as the floppy disk of computer, USB flash disk, portable hard drive, read only memory (ROM, Read-Only Memory), random access memory Device (RAM, Random Access Memory), magnetic disc or CD etc., including some instructions with so that a computer sets Standby (can be personal computer, server, or the network equipment etc.) performs the method described in each embodiment of the present invention.
The above, the only detailed description of the invention of the present invention, but protection scope of the present invention is not limited thereto, and any Those familiar with the art, in the technical scope that the invention discloses, can readily occur in change or replace, should contain Cover within protection scope of the present invention.Therefore, protection scope of the present invention should be as the criterion with described scope of the claims.

Claims (10)

1. the method waking up voice service up, it is characterised in that including:
Obtain the voice of input;
Extract the acoustic features of described voice;
The acoustic features that the acoustic features of described voice wakes up word up with the standard pre-set is mated, obtains the first coupling Score value;
If described first coupling score value is more than the first threshold pre-set, then wake up voice service up;
If described first coupling score value is less than described first threshold, but more than the Second Threshold pre-set, then to described voice Carry out record, and the acoustic features of the acoustic features of this record voice with last record voice is mated, acquisition the Two coupling score values;
If described second coupling score value is more than the 3rd threshold value pre-set, then increases and repeatedly input counting;
When described repeatedly input counting more than pre-set four threshold values time, wake up voice service up.
The method waking up voice service the most as claimed in claim 1 up, it is characterised in that repeatedly inputting counting described in described working as During more than four threshold value pre-set, after waking up voice service up, also include:
Whether it is successfully made voice operating after judging to wake up voice service up;If being successfully made voice operating, then increase successfully Operation count;If the unsuccessful voice operating that carries out, then reduce described Successful Operation counting;
When described Successful Operation counting is more than the 5th threshold value pre-set, and the acoustic features of described voice is not stored in Alternative when waking up dictionary up, the acoustic features of described voice is stored in alternative waking up up in dictionary;
When described Successful Operation counting is less than described 5th threshold value, and the acoustic features of described voice has been stored in described standby When choosing wakes up dictionary up, the acoustic features of described voice is deleted from described alternative waking up up dictionary.
The method waking up voice service the most as claimed in claim 2 up, it is characterised in that if described first coupling score value is little In described first threshold, but more than the Second Threshold pre-set, then described voice is carried out record, and this is recorded voice Acoustic features mate with the acoustic features of last record voice, obtain the second coupling score value, particularly as follows:
If described first coupling score value is less than the first threshold pre-set, but more than the Second Threshold pre-set, then by institute The acoustic features of predicate sound is mated with the described alternative acoustic features waken up up in dictionary, obtains the 3rd coupling score value;
If described 3rd coupling score value is more than the 6th threshold value pre-set, then wake up voice service up;
If described 3rd coupling score value is less than described 6th threshold value, then described voice is carried out record, and this is recorded voice Acoustic features mate with the acoustic features of last record voice, obtain described second coupling score value.
The method waking up voice service the most as claimed in claim 1 up, it is characterised in that if mating score value described second More than the 3rd threshold value pre-set, then increase after repeatedly inputting counting, also include:
Repeatedly input described in if to count and do not change within the time limited, then the described counting that repeatedly inputs is reset.
5. the method waking up voice service up as described in any one of claim 1 to 4, it is characterised in that described method also includes:
If described first coupling score value is less than described Second Threshold, then judges to wake up voice service up, and reacquire input Voice;
If described second coupling score value is less than described 3rd threshold value, then judges to wake up voice service up, and reacquire input Voice;
Repeatedly input counting described in and if be less than described 4th threshold value, then judge to wake up voice service up, and reacquire input Voice.
6. the device waking up voice service up, it is characterised in that including:
Voice acquisition module, for obtaining the voice of input;
Characteristic extracting module, for extracting the acoustic features of described voice;
First matching module, for carrying out the acoustic features that the acoustic features of described voice and the standard pre-set wake up word up Coupling, obtains the first coupling score value;
First wake module, if for described first coupling score value more than the first threshold pre-set, then waking up voice service up;
Second matching module, if for described first coupling score value less than described first threshold, but more than second pre-set Threshold value, then carry out record to described voice, and the acoustic features of this record voice is special with the acoustics of last record voice Levy and mate, obtain the second coupling score value;
Repeat count module, if for described second coupling score value more than the 3rd threshold value pre-set, then increasing and repeatedly input Counting;
Second wake module, for when described repeatedly input counting more than pre-set four threshold values time, wake up voice service up.
Wake up the device of voice service the most as claimed in claim 6 up, it is characterised in that described device also includes:
Whether operation count module, be successfully made voice operating after judgement wakes up voice service up;If being successfully made language Sound operates, then increase Successful Operation counting;If the unsuccessful voice operating that carries out, then reduce described Successful Operation counting;
Dictionary increases module, for being more than, when described Successful Operation counts, the 5th threshold value pre-set, and described voice Acoustic features is not stored in alternative when waking up dictionary up, and the acoustic features of described voice is stored in alternative waking up up in dictionary;
Module deleted in dictionary, and for being less than described 5th threshold value when described Successful Operation counting, and the acoustics of described voice is special Levy and be stored in described alternative when waking up dictionary up, the acoustic features of described voice is deleted from described alternative waking up up dictionary.
Wake up the device of voice service the most as claimed in claim 7 up, it is characterised in that described second matching module includes:
First matching unit, if for described first coupling score value less than the first threshold pre-set, but more than pre-setting Second Threshold, then the acoustic features of described voice is mated with the described alternative acoustic features waken up up in dictionary, obtain 3rd coupling score value;
First wakeup unit, if for described 3rd coupling score value more than the 6th threshold value pre-set, then waking up voice service up;
Second matching unit, if for described 3rd coupling score value less than described 6th threshold value, then described voice being carried out record, And the acoustic features of the acoustic features of this record voice with last record voice is mated, obtain described second coupling Score value.
Wake up the device of voice service the most as claimed in claim 6 up, it is characterised in that described device also includes:
Counting dump block, does not changes, then by described repetition within the time limited if repeatedly inputting described in Yong Yu to count Input counting resets.
10. the device waking up voice service up as described in any one of claim 6 to 9, it is characterised in that described device also wraps Include:
First retries module, if for described first coupling score value less than described Second Threshold, then judging to wake up voice clothes up Business, and reacquire the voice of input;
Second retries module, if for described second coupling score value less than described 3rd threshold value, then judging to wake up voice clothes up Business, and reacquire the voice of input;
Triple die trial blocks, if repeatedly inputting counting described in Yong Yu to be less than described 4th threshold value, then judge to wake up voice clothes up Business, and reacquire the voice of input.
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Cited By (31)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106910496A (en) * 2017-02-28 2017-06-30 广东美的制冷设备有限公司 Intelligent electrical appliance control and device
CN107358954A (en) * 2017-08-29 2017-11-17 成都启英泰伦科技有限公司 It is a kind of to change the device and method for waking up word in real time
CN107622770A (en) * 2017-09-30 2018-01-23 百度在线网络技术(北京)有限公司 voice awakening method and device
CN107919124A (en) * 2017-12-22 2018-04-17 北京小米移动软件有限公司 Equipment awakening method and device
CN108320733A (en) * 2017-12-18 2018-07-24 上海科大讯飞信息科技有限公司 Voice data processing method and device, storage medium, electronic equipment
CN108509225A (en) * 2018-03-28 2018-09-07 联想(北京)有限公司 A kind of information processing method and electronic equipment
CN108538293A (en) * 2018-04-27 2018-09-14 青岛海信电器股份有限公司 Voice awakening method, device and smart machine
CN108766422A (en) * 2018-04-02 2018-11-06 青岛海尔科技有限公司 Response method, device, storage medium and the computer equipment of speech ciphering equipment
CN108777142A (en) * 2018-06-05 2018-11-09 上海木木机器人技术有限公司 A kind of interactive voice recognition methods and interactive voice robot based on airport environment
CN108899028A (en) * 2018-06-08 2018-11-27 广州视源电子科技股份有限公司 Voice awakening method, searching method, device and terminal
CN109410952A (en) * 2018-10-26 2019-03-01 北京蓦然认知科技有限公司 A kind of voice awakening method, apparatus and system
CN110046045A (en) * 2019-04-03 2019-07-23 百度在线网络技术(北京)有限公司 The data package processing method and device that voice wakes up
CN110111789A (en) * 2019-05-07 2019-08-09 百度国际科技(深圳)有限公司 Voice interactive method, calculates equipment and computer-readable medium at device
CN110166985A (en) * 2019-05-28 2019-08-23 阿里巴巴集团控股有限公司 A kind of service awaking method and applications client
CN110211605A (en) * 2019-05-24 2019-09-06 珠海多士科技有限公司 Smart machine speech sensitivity adjusting method, device, equipment and storage medium
CN110265018A (en) * 2019-07-01 2019-09-20 成都启英泰伦科技有限公司 A kind of iterated command word recognition method continuously issued
CN110444210A (en) * 2018-10-25 2019-11-12 腾讯科技(深圳)有限公司 A kind of method of speech recognition, the method and device for waking up word detection
CN110600029A (en) * 2019-09-17 2019-12-20 苏州思必驰信息科技有限公司 User-defined awakening method and device for intelligent voice equipment
CN110706703A (en) * 2019-10-16 2020-01-17 珠海格力电器股份有限公司 Voice wake-up method, device, medium and equipment
CN111081251A (en) * 2019-11-27 2020-04-28 云知声智能科技股份有限公司 Voice wake-up method and device
CN111192588A (en) * 2019-12-31 2020-05-22 深圳市瑞讯云技术有限公司 System awakening method and device
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CN112102821A (en) * 2019-06-18 2020-12-18 北京京东尚科信息技术有限公司 Data processing method, device, system and medium applied to electronic equipment
US10931814B2 (en) 2019-05-28 2021-02-23 Advanced New Technologies Co., Ltd. Service recommendation
CN112908330A (en) * 2021-03-04 2021-06-04 深圳市云希谷科技有限公司 Voice wake-up method and device for terminal equipment and computer readable storage medium
CN113113007A (en) * 2021-03-30 2021-07-13 北京金山云网络技术有限公司 Voice data processing method and device, electronic equipment and storage medium
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CN113963695A (en) * 2021-10-13 2022-01-21 深圳市欧瑞博科技股份有限公司 Awakening method, awakening device, equipment and storage medium of intelligent equipment

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102999161A (en) * 2012-11-13 2013-03-27 安徽科大讯飞信息科技股份有限公司 Implementation method and application of voice awakening module
CN103021409A (en) * 2012-11-13 2013-04-03 安徽科大讯飞信息科技股份有限公司 Voice activating photographing system
CN103714815A (en) * 2013-12-09 2014-04-09 何永 Voice control method and device thereof
US8918319B2 (en) * 2011-06-03 2014-12-23 National Chiao University Speech recognition device and speech recognition method using space-frequency spectrum
CN105141919A (en) * 2015-09-01 2015-12-09 武汉同迅智能科技有限公司 Monitoring terminal device remotely controlled by voice
CN105261368A (en) * 2015-08-31 2016-01-20 华为技术有限公司 Voice wake-up method and apparatus
US20160086603A1 (en) * 2012-06-15 2016-03-24 Cypress Semiconductor Corporation Power-Efficient Voice Activation
CN105575395A (en) * 2014-10-14 2016-05-11 中兴通讯股份有限公司 Voice wake-up method and apparatus, terminal, and processing method thereof
CN105741838A (en) * 2016-01-20 2016-07-06 百度在线网络技术(北京)有限公司 Voice wakeup method and voice wakeup device

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8918319B2 (en) * 2011-06-03 2014-12-23 National Chiao University Speech recognition device and speech recognition method using space-frequency spectrum
US20160086603A1 (en) * 2012-06-15 2016-03-24 Cypress Semiconductor Corporation Power-Efficient Voice Activation
CN102999161A (en) * 2012-11-13 2013-03-27 安徽科大讯飞信息科技股份有限公司 Implementation method and application of voice awakening module
CN103021409A (en) * 2012-11-13 2013-04-03 安徽科大讯飞信息科技股份有限公司 Voice activating photographing system
CN103714815A (en) * 2013-12-09 2014-04-09 何永 Voice control method and device thereof
CN105575395A (en) * 2014-10-14 2016-05-11 中兴通讯股份有限公司 Voice wake-up method and apparatus, terminal, and processing method thereof
CN105261368A (en) * 2015-08-31 2016-01-20 华为技术有限公司 Voice wake-up method and apparatus
CN105141919A (en) * 2015-09-01 2015-12-09 武汉同迅智能科技有限公司 Monitoring terminal device remotely controlled by voice
CN105741838A (en) * 2016-01-20 2016-07-06 百度在线网络技术(北京)有限公司 Voice wakeup method and voice wakeup device

Cited By (47)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018157542A1 (en) * 2017-02-28 2018-09-07 广东美的制冷设备有限公司 Smart home appliance control method and device
CN106910496A (en) * 2017-02-28 2017-06-30 广东美的制冷设备有限公司 Intelligent electrical appliance control and device
CN107358954A (en) * 2017-08-29 2017-11-17 成都启英泰伦科技有限公司 It is a kind of to change the device and method for waking up word in real time
CN107622770B (en) * 2017-09-30 2021-03-16 百度在线网络技术(北京)有限公司 Voice wake-up method and device
CN107622770A (en) * 2017-09-30 2018-01-23 百度在线网络技术(北京)有限公司 voice awakening method and device
CN108320733B (en) * 2017-12-18 2022-01-04 上海科大讯飞信息科技有限公司 Voice data processing method and device, storage medium and electronic equipment
CN108320733A (en) * 2017-12-18 2018-07-24 上海科大讯飞信息科技有限公司 Voice data processing method and device, storage medium, electronic equipment
CN107919124A (en) * 2017-12-22 2018-04-17 北京小米移动软件有限公司 Equipment awakening method and device
CN108509225A (en) * 2018-03-28 2018-09-07 联想(北京)有限公司 A kind of information processing method and electronic equipment
CN108509225B (en) * 2018-03-28 2021-07-16 联想(北京)有限公司 Information processing method and electronic equipment
US11194378B2 (en) 2018-03-28 2021-12-07 Lenovo (Beijing) Co., Ltd. Information processing method and electronic device
CN108766422A (en) * 2018-04-02 2018-11-06 青岛海尔科技有限公司 Response method, device, storage medium and the computer equipment of speech ciphering equipment
CN108766422B (en) * 2018-04-02 2020-09-15 青岛海尔科技有限公司 Voice equipment response method and device, storage medium and computer equipment
CN108538293A (en) * 2018-04-27 2018-09-14 青岛海信电器股份有限公司 Voice awakening method, device and smart machine
CN108777142A (en) * 2018-06-05 2018-11-09 上海木木机器人技术有限公司 A kind of interactive voice recognition methods and interactive voice robot based on airport environment
CN108899028A (en) * 2018-06-08 2018-11-27 广州视源电子科技股份有限公司 Voice awakening method, searching method, device and terminal
CN110444210A (en) * 2018-10-25 2019-11-12 腾讯科技(深圳)有限公司 A kind of method of speech recognition, the method and device for waking up word detection
CN110444210B (en) * 2018-10-25 2022-02-08 腾讯科技(深圳)有限公司 Voice recognition method, awakening word detection method and device
CN109410952A (en) * 2018-10-26 2019-03-01 北京蓦然认知科技有限公司 A kind of voice awakening method, apparatus and system
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