CN113132847A - Noise reduction parameter determination method and device for active noise reduction earphone and active noise reduction method - Google Patents

Noise reduction parameter determination method and device for active noise reduction earphone and active noise reduction method Download PDF

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CN113132847A
CN113132847A CN202110394865.0A CN202110394865A CN113132847A CN 113132847 A CN113132847 A CN 113132847A CN 202110394865 A CN202110394865 A CN 202110394865A CN 113132847 A CN113132847 A CN 113132847A
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sound field
noise reduction
coefficient vector
calibrated
current
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CN113132847B (en
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徐银海
刘益帆
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Beijing Ancsonic Technology Co ltd
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Beijing Ancsonic Technology Co ltd
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04R—LOUDSPEAKERS, MICROPHONES, GRAMOPHONE PICK-UPS OR LIKE ACOUSTIC ELECTROMECHANICAL TRANSDUCERS; DEAF-AID SETS; PUBLIC ADDRESS SYSTEMS
    • H04R1/00—Details of transducers, loudspeakers or microphones
    • H04R1/10—Earpieces; Attachments therefor ; Earphones; Monophonic headphones
    • H04R1/1083—Reduction of ambient noise
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10K—SOUND-PRODUCING DEVICES; METHODS OR DEVICES FOR PROTECTING AGAINST, OR FOR DAMPING, NOISE OR OTHER ACOUSTIC WAVES IN GENERAL; ACOUSTICS NOT OTHERWISE PROVIDED FOR
    • G10K11/00—Methods or devices for transmitting, conducting or directing sound in general; Methods or devices for protecting against, or for damping, noise or other acoustic waves in general
    • G10K11/16—Methods or devices for protecting against, or for damping, noise or other acoustic waves in general
    • G10K11/175—Methods or devices for protecting against, or for damping, noise or other acoustic waves in general using interference effects; Masking sound
    • G10K11/178—Methods or devices for protecting against, or for damping, noise or other acoustic waves in general using interference effects; Masking sound by electro-acoustically regenerating the original acoustic waves in anti-phase
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10K—SOUND-PRODUCING DEVICES; METHODS OR DEVICES FOR PROTECTING AGAINST, OR FOR DAMPING, NOISE OR OTHER ACOUSTIC WAVES IN GENERAL; ACOUSTICS NOT OTHERWISE PROVIDED FOR
    • G10K11/00—Methods or devices for transmitting, conducting or directing sound in general; Methods or devices for protecting against, or for damping, noise or other acoustic waves in general
    • G10K11/16—Methods or devices for protecting against, or for damping, noise or other acoustic waves in general
    • G10K11/175—Methods or devices for protecting against, or for damping, noise or other acoustic waves in general using interference effects; Masking sound
    • G10K11/178—Methods or devices for protecting against, or for damping, noise or other acoustic waves in general using interference effects; Masking sound by electro-acoustically regenerating the original acoustic waves in anti-phase
    • G10K11/1781—Methods or devices for protecting against, or for damping, noise or other acoustic waves in general using interference effects; Masking sound by electro-acoustically regenerating the original acoustic waves in anti-phase characterised by the analysis of input or output signals, e.g. frequency range, modes, transfer functions
    • G10K11/17813—Methods or devices for protecting against, or for damping, noise or other acoustic waves in general using interference effects; Masking sound by electro-acoustically regenerating the original acoustic waves in anti-phase characterised by the analysis of input or output signals, e.g. frequency range, modes, transfer functions characterised by the analysis of the acoustic paths, e.g. estimating, calibrating or testing of transfer functions or cross-terms
    • G10K11/17817—Methods or devices for protecting against, or for damping, noise or other acoustic waves in general using interference effects; Masking sound by electro-acoustically regenerating the original acoustic waves in anti-phase characterised by the analysis of input or output signals, e.g. frequency range, modes, transfer functions characterised by the analysis of the acoustic paths, e.g. estimating, calibrating or testing of transfer functions or cross-terms between the output signals and the error signals, i.e. secondary path
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10K—SOUND-PRODUCING DEVICES; METHODS OR DEVICES FOR PROTECTING AGAINST, OR FOR DAMPING, NOISE OR OTHER ACOUSTIC WAVES IN GENERAL; ACOUSTICS NOT OTHERWISE PROVIDED FOR
    • G10K2210/00—Details of active noise control [ANC] covered by G10K11/178 but not provided for in any of its subgroups
    • G10K2210/10—Applications
    • G10K2210/108—Communication systems, e.g. where useful sound is kept and noise is cancelled
    • G10K2210/1081—Earphones, e.g. for telephones, ear protectors or headsets

Abstract

The invention provides a method and a device for determining noise reduction parameters of an active noise reduction earphone and an active noise reduction method. The method for determining the noise reduction parameters of the active noise reduction earphone comprises the following steps: determining a reference sound field basis coefficient vector according to a calibrated sound field basis matrix corresponding to a microphone array arranged on the active noise reduction earphone and a first sound signal vector acquired by the microphone array in the current use environment; determining a current sound field base matrix corresponding to the microphone array according to the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector; determining a current sound field base coefficient vector under the current use environment according to the current sound field base matrix and the first sound signal vector; and determining a noise reduction parameter according to the current sound field base coefficient vector. The technical scheme provided by the embodiment of the invention can enable the active noise reduction earphone to have excellent wearing experience and noise reduction performance.

Description

Noise reduction parameter determination method and device for active noise reduction earphone and active noise reduction method
Technical Field
The invention relates to the technical field of active noise reduction, in particular to a noise reduction parameter determination method and device for an active noise reduction earphone and an active noise reduction method.
Background
In recent years, the market for headsets with active noise reduction has continued to grow, e.g. over-the-ear headsets, in-the-ear headsets. The semi-in-ear earphone which is a special one is rather popular with certain users because of the advantages of comfortable wearing, cleanness, no foreign body sensation, no stethoscope effect and the like.
However, the semi-in-ear headphone has poor sealing properties with the human ear canal, resulting in acoustic leakage and almost no implementation of passive noise reduction; moreover, the ear canals of different users are different, the wearing positions of the same user at different moments are different, and if a fixed active noise reduction scheme the same as that of a common in-ear earphone is adopted, the consistency of active noise reduction cannot be ensured, and the actual noise reduction effect is poor.
Disclosure of Invention
In view of this, embodiments of the present invention provide a method and an apparatus for determining noise reduction parameters of an active noise reduction earphone, and an active noise reduction method, so that the active noise reduction earphone has both excellent wearing experience and noise reduction performance.
According to a first aspect of the embodiments of the present invention, a method for determining noise reduction parameters of an active noise reduction headphone is provided, including: determining a reference sound field basis coefficient vector according to a calibrated sound field basis matrix corresponding to a microphone array arranged on the active noise reduction earphone and a first sound signal vector acquired by the microphone array in the current use environment; determining a current sound field basis matrix corresponding to the microphone array according to the relation between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector, wherein the calibrated sound field basis coefficient vector is determined according to the calibrated sound field basis matrix and a second sound signal vector acquired by the microphone array in a pre-calibrated environment; determining a current sound field base coefficient vector under the current use environment according to the current sound field base matrix and the first sound signal vector; and determining a noise reduction parameter according to the current sound field base coefficient vector.
In some embodiments of the present invention, the determining a current sound field basis matrix corresponding to the microphone array according to a relationship between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector includes: and when the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector does not meet the preset condition, determining the current sound field base matrix according to the nonlinear difference between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector.
In an embodiment of the present invention, the determining a current sound field basis matrix corresponding to the microphone array according to a relationship between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector further includes: and when the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector meets the preset condition, determining the calibrated sound field base matrix as the current sound field base matrix.
In an embodiment of the invention, the predetermined condition is used to characterize that the reference sound field basis coefficient vector is linearly related to the calibrated sound field basis coefficient vector.
In an embodiment of the present invention, the formula of the preset condition is:
Figure BDA0003018150820000021
wherein the content of the first and second substances,
Figure BDA0003018150820000022
represents a vector of reference sound field basis coefficients,
Figure BDA0003018150820000023
represents a vector of basis coefficients of the calibrated acoustic field,
Figure BDA0003018150820000024
denotes a predetermined deviation threshold vector, λ is a constant, fmRepresenting the frequency.
In an embodiment of the present invention, the determining a current sound field basis matrix corresponding to the microphone array according to a relationship between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector includes: and under the condition that the complexity of the sound field where the active noise reduction earphone is located at present is consistent with the complexity of the sound field when the sound field base matrix is determined to be calibrated in a pre-calibration environment, determining the current sound field base matrix according to the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector.
According to a second aspect of the embodiments of the present invention, there is provided an active noise reduction method for an active noise reduction headphone, including: determining the noise reduction parameters of the active noise reduction earphone by adopting the noise reduction parameter determination method; and actively reducing noise according to the noise reduction parameters.
According to a third aspect of the embodiments of the present invention, there is provided a noise reduction parameter determination apparatus for an active noise reduction headphone, including: the first determining module is used for determining a reference sound field basis coefficient vector according to a calibrated sound field basis matrix corresponding to a microphone array arranged on the active noise reduction earphone and a first sound signal vector acquired by the microphone array in the current use environment; the second determining module is used for determining a current sound field basis matrix corresponding to the microphone array according to the relation between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector, wherein the calibrated sound field basis coefficient vector is determined according to the calibrated sound field basis matrix and a second sound signal vector acquired by the microphone array in a pre-calibrated environment; the third determining module is used for determining a current sound field base coefficient vector under the current using environment according to the current sound field base matrix and the first sound signal vector; and the fourth determining module is used for determining the noise reduction parameters according to the current sound field base coefficient vector.
According to a fourth aspect of the embodiments of the present invention, there is provided a semi-in-ear active noise reduction headphone, including the noise reduction parameter determination apparatus of the active noise reduction headphone as described above.
According to a fifth aspect of embodiments of the present invention, there is provided an electronic apparatus, including: a processor; a memory including computer instructions stored thereon which, when executed by the processor, cause the processor to perform any of the methods described above.
According to the technical scheme provided by the embodiment of the invention, the reference sound field base coefficient vector is determined according to the calibration sound field base matrix corresponding to the microphone array arranged on the active noise reduction earphone and the first sound signal vector collected by the microphone array in the current use environment, the current sound field base matrix corresponding to the microphone array is determined according to the relation between the reference sound field base coefficient vector and the calibration sound field base coefficient vector, the current sound field base coefficient vector in the current use environment is determined according to the current sound field base matrix and the first sound signal vector, and the noise reduction parameter is determined according to the current sound field base coefficient vector, because the position and the posture of the earphone in the auditory canal of the user can be detected in real time, and the active noise reduction parameter can be adaptively adjusted according to the position and the posture of the earphone in the auditory canal of the user in real time, different noise reduction requirements of different users in different use states can be met, therefore, the active noise reduction earphone has excellent wearing experience and noise reduction performance.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
Fig. 1 is a schematic structural diagram of an active noise reduction earphone according to an embodiment of the present invention.
Fig. 2 is a schematic flow chart of a method for determining noise reduction parameters of an active noise reduction earphone according to an embodiment of the present invention.
Fig. 3 is a schematic flow chart of a method for determining noise reduction parameters of an active noise reduction earphone according to another embodiment of the present invention.
Fig. 4 is a schematic flow chart of a method for determining noise reduction parameters of an active noise reduction earphone according to another embodiment of the present invention.
Fig. 5 is a schematic flow chart of a method for determining noise reduction parameters of an active noise reduction earphone according to another embodiment of the present invention.
Fig. 6 is a block diagram of a noise reduction parameter determining apparatus of an active noise reduction earphone according to an embodiment of the present invention.
Fig. 7 is a block diagram of an electronic device according to an embodiment of the invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
For the sake of understanding, the related concepts and the like that may be referred to in the embodiments of the present application will be briefly described below.
An open space sound field is formed between the auricle of the user and the active noise reduction earphone. Acoustic signal vector collected by microphone array
Figure BDA0003018150820000041
The frequency components can be obtained by Fast Fourier Transform (FFT)
Figure BDA0003018150820000051
Where M is 1, 2, 3., M is the number of FFT points, and i is the number of microphones in the microphone array.
Figure BDA0003018150820000052
Can be described by the following formula (1):
Figure BDA0003018150820000053
wherein the content of the first and second substances,
Figure BDA0003018150820000054
for a soundfield basis matrix (corresponding frequency f) described by the position of the microphone array (i microphones)m). Wherein the content of the first and second substances,
Figure BDA0003018150820000055
the sound field base vector (corresponding to the frequency f) of the spatial point of the ith microphonem)，φi，N(fm) The Nth order sound field base (corresponding to frequency f) of the space pointm) And represents the nth order mode shape.
It should be noted that the sound field basis matrix may be determined according to the wave equation and the boundary condition of the earphone-ear canal sound field, and is not described herein again. The acoustic field basis can be determined by various basis functions such as acoustic radiation modes, cavity modes, multipoles and the like, and a person skilled in the art can correspondingly select specific basis function types and modal orders according to a use scene.
Figure BDA0003018150820000056
The sound field basis coefficient vector (corresponding to frequency f) of the above-mentioned open spacem)。
Each frequency component is expressed by the following formula (2)
Figure BDA0003018150820000057
Multiplication by the acoustic field basis matrix psii×N(fm) Generalized inverse matrix psiD，N×i -1(fm) Obtaining the sound field base coefficient vector under the corresponding frequency
Figure BDA0003018150820000058
Figure BDA0003018150820000059
In the active noise reduction process, a microphone and other sensors are required to collect acoustic signals, however, the microphone collects information such as intensity and frequency of sound, and meanwhile loses a part of information, such as propagation relationships among different angles and different positions. Particularly, in an uneven sound field, mutual influence necessarily exists among all space points, and the information acquired by the microphone cannot be accurately reflected, so that the overall appearance of the sound field cannot be accurately restored. Therefore, according to the sound signals collected by the microphones at each space point in the sound field and the multi-order mode corresponding to each space point, the processing mode of single dimension (microphone observation) is converted into the processing mode of double dimension (microphone observation and sound field mode decomposition), so that part of information lost by the microphones is "retrieved", the sound field overall view is restored more accurately, and the precision of the active noise reduction algorithm is improved.
Fig. 1 is a schematic structural diagram of an active noise reduction earphone according to an embodiment of the present invention. The active noise reduction headphone includes a microphone array (including at least one reference microphone 110 and at least one error microphone 120), a speaker 130, a sound field basis coefficient calculation module 140, a verification module 150, an adaptation module 160 (e.g., LMS module), and a noise reduction signal generation module 170. It should be understood that the microphone array may further include at least one microphone for conversation, which is not limited by the embodiment of the present invention.
A reference microphone 110 is provided on the earphone housing for collecting the ambient noise signal x. An error microphone 120 is positioned proximate to the ear canal of the user for collecting in-ear noise signals. The noise reduction signal generation module 170 is configured to receive the ambient noise signal x from the reference microphone 110, calculate a noise reduction signal y according to the ambient noise signal and the noise reduction coefficient W, and transmit the noise reduction signal y to the speaker 130; the speaker 130 is used for playing the noise reduction sound wave according to the received noise reduction signal y, and/or for playing the audio signal s.
The acoustic field basis coefficient calculation module 140 is configured to calculate a first acoustic signal vector according to the first acoustic signal vector acquired based on the microphone array
Figure BDA0003018150820000061
And the known calibration sound field base matrix psii×N，0(fm) Generalized inverse matrix psiD，N×i，0 -1(fm) Calculating to obtain the reference sound field base coefficient vector under the corresponding frequency
Figure BDA0003018150820000062
See formula (2) above. The verification module 150 is used for verifying the data based on
Figure BDA0003018150820000063
Calibrating the acoustic field base matrix psi for the current applicationi×N，0(fm) Checking or correcting to determine the current sound field base matrix psi under the current use environmenti×N，1(fm). Then, the sound field basis coefficient calculation module 140 is used for calculating the first acoustic signal vector
Figure BDA0003018150820000064
And the current sound field base matrix psii×N，1(fm) Generalized inverse matrix psiD，N×i，1 -1(fm) Solving current sound field basis coefficient vector
Figure BDA0003018150820000065
The adaptive module 160 is configured to direct adjustment of the noise reduction coefficient until the updated current sound field base coefficient vector meets a preset optimal condition, and determine the current adjusted noise reduction coefficient as a final noise reduction coefficient.
Note that paths shown by broken lines in fig. 1 represent propagation paths of acoustic signals other than the circuit. Specifically, in the headphone, the space between the reference microphone 110 to the error microphone 120 forms a primary path, and the speaker 130 itself and the space between the speaker 130 to the error microphone 120 together constitute a secondary path. The primary path and the secondary path have respective transfer functions, for example, the transfer function of the primary path is P and the transfer function of the secondary path is G.
It should be understood that, in the embodiment of the present invention, only the feedforward active noise reduction earphone is taken as an example, and the active noise reduction earphone may also be a feedback active noise reduction earphone, and the present invention is not limited thereto.
According to the active noise reduction earphone provided by the embodiment of the invention, the position and the posture of the earphone in the auditory canal of a user can be detected in real time, when the difference between the current position and the posture of the earphone and the calibration position when the calibration sound field base matrix is determined is large, the calibration sound field base matrix can be adjusted to obtain the current sound field base matrix, and then the noise reduction coefficient is adjusted in a self-adaptive manner until the updated current sound field base coefficient vector meets the preset optimal condition, and the current adjusted noise reduction coefficient is determined as the final noise reduction coefficient, namely the noise reduction parameters can be adjusted in real time according to the position and the posture of the earphone in the auditory canal of the user to meet different noise reduction requirements of different users in different use states, so that the active noise reduction earphone has excellent wearing experience and noise reduction performance. In addition, the multi-order mode corresponding to the acoustic signal is obtained by utilizing the sound field base matrix, and the information lost by the microphone is reconstructed, so that the overall appearance of the sound field can be restored more accurately, the precision of an active noise reduction algorithm is improved, and the noise reduction effect of the active noise reduction earphone is improved.
Fig. 2 is a schematic flow chart of a method for determining noise reduction parameters of an active noise reduction earphone according to an embodiment of the present invention. The method may be performed by a computer device. As shown in fig. 2, the method includes the following.
S110: and determining a reference sound field basis coefficient vector according to a calibrated sound field basis matrix corresponding to a microphone array arranged on the active noise reduction earphone and a first sound signal vector acquired by the microphone array in the current use environment.
The active noise reduction earphone can be a feed-forward active noise reduction earphone, a feedback active noise reduction earphone or a mixed active noise reduction earphone, and the type of the active noise reduction earphone is not particularly limited.
The microphone array may comprise some or all of the microphones on an active noise reduction headphone. For example, for a feed-forward active noise reduction earphone, the microphone array may include at least one reference microphone, at least one error microphone, and at least one talking microphone; for a feedback active noise reduction headphone, the microphone array may include at least one error microphone and at least one talk microphone. It should be understood that the present invention is not limited to the type of microphone and the number of microphones included in the microphone array.
In the embodiment of the invention, the sound field base matrix psi is calibratedi×N，0(fm) May be predetermined. In the actual use stage of the active noise reduction earphone, the microphone array collects in a real-time position to obtain a first sound signal vector
Figure BDA0003018150820000081
As shown in the following equation (3), based on the first acoustic signal vector
Figure BDA0003018150820000082
And the above-mentioned calibrated sound field base matrix psii×N，0(fm) Generalized inverse matrix psiD，N×i，0 -1(fm) The reference sound field base coefficient vector can be obtained by calculation
Figure BDA0003018150820000083
Figure BDA0003018150820000084
S120: and determining a current sound field basis matrix corresponding to the microphone array according to the relation between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector, wherein the calibrated sound field basis coefficient vector is determined according to the calibrated sound field basis matrix and a second sound signal vector acquired by the microphone array in a pre-calibrated environment.
It should be noted that the calibrating of the sound field basis coefficient vector may be completed in a pre-calibrating stage before the earphone leaves the factory. Specifically, the active noise reduction earphone can be placed in the ear canal of the artificial head so that the microphone array is located at the calibration position, and the second sound signal vector is acquired
Figure BDA0003018150820000085
Then based on the second acoustic signal vector according to the following equation (4)
Figure BDA0003018150820000086
And the known calibration sound field base matrix psii×N，0(fm) Generalized inverse matrix psiD，N×i，0 -1(fm) Solving and calibrating acoustic field base coefficient vector
Figure BDA0003018150820000087
Figure BDA0003018150820000088
Because the ear canals of different users are different, and the wearing positions, angles and the like of the users are different, the real-time position of the active noise reduction earphone in the actual use stage cannot be guaranteed to be the same as the calibration position in the pre-calibration stage, and therefore the active noise reduction earphone needs to be based on the fact that the real-time position is different from the calibration position in the pre-calibration stage
Figure BDA0003018150820000089
Calibrating the acoustic field base matrix psi for the current applicationi×N，0(fm) To carry outChecking or correcting to determine the current sound field base matrix psi under the current usage environmenti×N，1(fm)。
In particular, reference sound field basis coefficient vectors may be compared
Figure BDA0003018150820000091
And calibrating the sound field basis coefficient vector
Figure BDA0003018150820000092
E.g. according to
Figure BDA0003018150820000093
And
Figure BDA0003018150820000094
whether a preset condition is met or not is judged to determine a current sound field base matrix psi corresponding to the microphone arrayi×N，1(fm). For example, when
Figure BDA0003018150820000095
And
Figure BDA0003018150820000096
when the preset condition is met, the calibrated sound field base matrix can be determined as the current sound field base matrix; when in use
Figure BDA0003018150820000097
And
Figure BDA0003018150820000098
when the preset condition is not met, the calibrated sound field base matrix can be corrected, and the current sound field base matrix is determined again.
S130: and determining a current sound field base coefficient vector under the current use environment according to the current sound field base matrix and the first sound signal vector.
In particular, the first acoustic signal vector may be based on according to equation (5)
Figure BDA0003018150820000099
And the current sound field base matrix psii×N，1(fm) Generalized inverse matrix psiD，N×i，1 -1(fm) Solving current sound field basis coefficient vector
Figure BDA00030181508200000910
Figure BDA00030181508200000911
S140: and determining a noise reduction parameter according to the current sound field base coefficient vector.
For example, the vector of coefficients may be based on the current sound field basis
Figure BDA00030181508200000912
To the calibrated noise reduction coefficient W0And adjusting, and determining the updated noise reduction signal by adopting the adjusted calibration noise reduction coefficient. The loudspeaker plays the updated noise reduction signal, and the microphone array can acquire the updated first acoustic signal vector. Then, based on the current sound field basis matrix and the updated first acoustic signal vector, an updated current sound field basis coefficient vector is determined. When the updated current sound field base coefficient vector does not meet the preset optimal condition, the adjusted calibration noise reduction coefficient can be adjusted again; and repeating the iteration process until the updated current sound field base coefficient vector meets the preset optimal condition, stopping adjustment, and determining the currently adjusted calibration noise reduction coefficient as the final noise reduction coefficient.
It should be noted that the above iterative process may be implemented by using an adaptive algorithm, such as an LMS (Least Mean Square) algorithm, until the updated current sound field basis coefficient vector satisfies a preset optimal condition. It should be understood that the embodiments of the present application do not specifically limit the algorithm actually used.
According to the technical scheme provided by the embodiment of the invention, the reference sound field base coefficient vector is determined according to the calibration sound field base matrix corresponding to the microphone array arranged on the active noise reduction earphone and the first sound signal vector collected by the microphone array in the current use environment, the current sound field base matrix corresponding to the microphone array is determined according to the relation between the reference sound field base coefficient vector and the calibration sound field base coefficient vector, the current sound field base coefficient vector in the current use environment is determined according to the current sound field base matrix and the first sound signal vector, and the noise reduction parameter is determined according to the current sound field base coefficient vector, because the position and the posture of the earphone in the auditory canal of the user can be detected in real time, and the active noise reduction parameter can be adaptively adjusted according to the position and the posture of the earphone in the auditory canal of the user in real time, different noise reduction requirements of different users in different use states can be met, therefore, the active noise reduction earphone has excellent wearing experience and noise reduction performance.
Fig. 3 is a schematic flow chart of a method for determining noise reduction parameters of an active noise reduction earphone according to another embodiment of the present invention. The method may be performed by a computer device. As shown in fig. 3, the method includes the following.
S210: and determining a reference sound field basis coefficient vector according to a calibrated sound field basis matrix corresponding to a microphone array arranged on the active noise reduction earphone and a first sound signal vector acquired by the microphone array in the current use environment.
S220: and when the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector does not meet the preset condition, determining the current sound field base matrix according to the nonlinear difference between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector.
In an embodiment of the invention, the predetermined condition is used to characterize that the reference sound field basis coefficient vector is linearly related to the calibrated sound field basis coefficient vector. For example, the determination can be made according to the following formula (6)
Figure BDA0003018150820000101
And scaling the sound field basis coefficient vector
Figure BDA0003018150820000102
Whether or not the correlation is linear, that is, whether or not the following expression (6) holds.
Figure BDA0003018150820000103
Wherein the content of the first and second substances,
Figure BDA0003018150820000104
represents a vector of reference sound field basis coefficients,
Figure BDA0003018150820000105
represents a vector of basis coefficients of the calibrated acoustic field,
Figure BDA0003018150820000106
denotes a predetermined deviation threshold vector, λ is a constant, fmRepresenting the frequency.
Specifically, when "≦" in the above equation (6) is not satisfied, it indicates that the structure of the sound field currently formed in the ear canal by the active noise reduction headphone is not similar to that when calibrated in advance, and therefore, the calibration sound field base matrix ψi×N，0(fm) And the current sound field base matrix is not true, and needs to be determined again.
In particular, can be according to
Figure BDA0003018150820000111
And
Figure BDA0003018150820000112
non-linear difference therebetween
Figure BDA0003018150820000113
Determining a true current sound field basis matrix psii×N，1(fm)。
S230: and when the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector meets the preset condition, determining the calibrated sound field base matrix as the current sound field base matrix.
That is, when "≦" in the above equation (6) holds, it indicates that the sound field structure currently formed in the ear canal by the active noise reduction headphone is similar to that when the calibration is performed in advance, and at this time, the calibration sound field base matrix ψ may be seti×N，0(fm) As the current sound field basis matrix.
S240: and determining a current sound field base coefficient vector under the current use environment according to the current sound field base matrix and the first sound signal vector.
In particular, the first acoustic signal vector may be based according to equation (5) above
Figure BDA0003018150820000114
And psii×N，1(fm) Generalized inverse matrix psiD，N×i，1 -1(fm) Solving current sound field basis coefficient vector
Figure BDA0003018150820000115
S250: and determining a noise reduction parameter according to the current sound field base coefficient vector.
For example, when "≦" in the above equation (6) holds, the sound field structure of the active noise reduction earphone currently formed in the ear canal is similar to that when the pre-calibration is performed, and the sound field base matrix ψ is calibratedi×N，0(fm) Namely the current sound field base matrix. At this time, the noise reduction parameters of the current active noise reduction earphone may be consistent with the preset calibrated noise reduction parameters.
When the value is less than or equal to the preset value, the sound field structure formed by the active noise reduction earphone in the auditory canal is not similar to that in the pre-calibration process, the current sound field base matrix which is not true in the sound field is calibrated, and the current sound field base matrix and the current noise reduction parameters can be determined again.
Specifically, as shown in fig. 4, the step S250 may include steps S251 to S255.
S251: and adjusting the calibrated noise reduction coefficient according to the current sound field base coefficient vector.
S252: and determining the updated first acoustic signal vector based on the adjusted calibration noise reduction coefficient.
S253: and determining an updated current sound field basis coefficient vector based on the current sound field basis matrix and the updated first sound signal vector.
S254: and when the updated current sound field base coefficient vector does not meet the preset optimal condition, adjusting the adjusted calibration noise reduction coefficient.
S255: and (4) iteratively executing the steps S252 to S254 until the updated current sound field base coefficient vector meets a preset optimal condition, and determining the currently adjusted calibration noise reduction coefficient as the current noise reduction coefficient.
In an embodiment of the present invention, whether the current sound field basis coefficient vector meets the preset optimal condition may be determined by setting an objective function. The iterative process may be implemented using an adaptive algorithm, such as an LMS (Least Mean Square) algorithm. For example, the objective function may be:
Figure BDA0003018150820000121
wherein the content of the first and second substances,
Figure BDA0003018150820000122
wherein, T represents transposition operation, E represents mathematical expectation, and k is the iterative computation times of the noise reduction parameters. It should be understood that the expression may also be in the frequency domain
Figure BDA0003018150820000123
The objective function is shown, but the present invention is not limited thereto.
In particular, the current acoustic field basis coefficient vector may be based on equations (7) and (9)
Figure BDA0003018150820000124
For the calibrated noise reduction coefficient W (0) (which can also be recorded as W)0) Adjusting to obtain W (1); determining a noise reduction signal based on W (1), and further acquiring an updated first acoustic signal vector acquired by a microphone array
Figure BDA0003018150820000125
According to the above equation (8), based on the current sound field basis matrix psii×N，1(fm) Generalized inverse matrix psiD，N×i，1 -1(fm) And an updated first acoustic signal vector
Figure BDA0003018150820000126
Determining updated current sound field basis coefficient vector
Figure BDA0003018150820000127
According to the updated current sound field base coefficient vector
Figure BDA0003018150820000128
Calculating an objective function J (1), and stopping iteration if the objective function J (1) converges to a minimum value; if the target function J (1) does not converge to the minimum value, adjusting the noise reduction parameters again according to the formula (9) to obtain W (2), determining a noise reduction signal based on W (2), and further obtaining an updated first sound signal vector collected by the microphone array
Figure BDA0003018150820000131
And so on. Repeating the iteration process until the target function corresponding to the updated current sound field base coefficient vector converges to the minimum value, and at the moment, determining the currently adjusted calibration noise reduction coefficient as the current noise reduction coefficient W1。
Figure BDA0003018150820000132
Specifically, as shown in fig. 5, in an embodiment, the step S255 may include:
s2551: after the ith iteration executes steps S252 to S254, a current sound field basis coefficient vector after 1 time of update, a current sound field basis coefficient vector after 2 times of update, …, a current sound field basis coefficient vector after i-1 times of update, and a current sound field basis coefficient vector after i times of update are obtained.
S2552: and judging whether the preset target function converges to the minimum value or not according to the current sound field base coefficient vector after 1 time of updating, the current sound field base coefficient vector after 2 times of updating, …, the current sound field base coefficient vector after i-1 times of updating and the current sound field base coefficient vector after i times of updating.
S2553: and when the preset target function converges to the minimum value, determining the currently adjusted calibration noise reduction coefficient as the current noise reduction coefficient.
Specifically, for example, when the calculation is performed in the time domain, in the ith iteration, it may be determined whether the square of the 2-norm of the current sound field base coefficient vector converges to the minimum value according to the above-described objective function. If the judgment result is yes, the iteration is ended; and if the judgment result is negative, entering the (i +1) th iteration.
It should be noted that the above-mentioned calibrated noise reduction coefficient may be any set of coefficient values set in advance by a person; it may also be obtained by iteratively adjusting the initial noise reduction parameters, which is not specifically limited by the present invention.
Specifically, the calibrated noise reduction coefficient may be determined in a pre-calibrated environment before the earphone leaves the factory by the following steps:
s310: adjusting an initial noise reduction coefficient according to the calibrated sound field base coefficient vector;
s320: determining an updated second acoustic signal vector based on the adjusted initial noise reduction coefficient;
s330: determining an updated vector of the base coefficients of the calibrated sound field based on the base matrix of the calibrated sound field and the updated vector of the second acoustic signal;
s340: when the updated calibration sound field base coefficient vector does not meet the preset optimal condition, adjusting the adjusted initial noise reduction coefficient;
s350: and (3) iteratively executing the steps S320 to S340 until the updated calibrated sound field base coefficient vector meets the preset optimal condition, and determining the currently adjusted initial noise reduction coefficient as the calibrated noise reduction coefficient.
It should be understood that steps S310 to S350 for obtaining the calibrated noise reduction coefficient are similar to steps S251 to S255, and are not described herein again.
According to the technical scheme provided by the embodiment of the invention, when the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector does not meet the preset condition, the current sound field base matrix is determined according to the nonlinear difference between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector; when the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector meets a preset condition, determining the calibrated sound field base matrix as a current sound field base matrix; the current sound field base matrix can be determined in real time according to the position and the posture of the earphone in the auditory canal of the user, and then active noise reduction parameters are adjusted in a self-adaptive mode, so that different noise reduction requirements of different users in different use states can be met, and the active noise reduction earphone has excellent wearing experience and noise reduction performance.
In an embodiment of the present invention, the determining a current sound field basis matrix corresponding to the microphone array according to a relationship between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector includes: and under the condition that the complexity of the sound field where the active noise reduction earphone is located at present is consistent with the complexity of the sound field when the sound field base matrix is determined to be calibrated in a pre-calibration environment, determining the current sound field base matrix according to the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector.
It should be noted that the sound field complexity N when the speaker participates (playing the audio signal s and/or the noise reduction signal y)2Greater than the sound field complexity N when the loudspeaker is not engaged (the loudspeaker does not play any signal, the earphone only passively insulates sound)1I.e. N2＞N1。
In short, when the active noise reduction earphone redetermines the current sound field basis matrix in the current use environment, it is first required to ensure that the current sound field condition is the same as the sound field condition when the calibrated sound field basis matrix is determined, so as to ensure the accuracy of the active noise reduction algorithm. For example, if the calibration sound field basis matrix is determined in the pre-calibration environment, the speaker does not participate, and therefore, when the current sound field basis matrix is re-determined in the current usage environment, the determination needs to be performed when the speaker does not participate.
Specifically, with the speaker not engaged, the circuit W between the reference microphone and the speaker is open and the secondary path G is meaningless, and the headphone of the pre-calibration stage is based on the captured second acoustic signal vector and the known calibration sound field basis matrix in the calibration noise environment
Figure BDA0003018150820000151
Solving and calibrating acoustic field base coefficient vector
Figure BDA0003018150820000152
Then, the circuit W is turned on to start active noise reduction (i.e. playing the noise reduction signal), and based on the above steps S310 to S350
Figure BDA0003018150820000153
Iteratively obtaining a calibrated noise reduction parameter W0(ii) a Earphone in actual use stage determines current sound field base matrix in actual noise environment and also when loudspeaker is not participated
Figure BDA0003018150820000154
And current sound field basis coefficient vector
Figure BDA0003018150820000155
Then, the circuit W is started to calibrate the noise reduction parameter W0Start active noise reduction and based on
Figure BDA0003018150820000156
Iterative adjustment of W0Obtaining the real-time optimal noise reduction parameter W1。
When the loudspeaker only plays the audio signal s, the circuit W is open circuit but the secondary path G exists, and the earphone in the pre-calibration stage is based on the collected second acoustic signal vector in the calibration noise environment
Figure BDA0003018150820000157
And known calibration sound field basis matrix
Figure BDA0003018150820000158
Solving and calibrating acoustic field base coefficient vector
Figure BDA0003018150820000159
Then, the circuit W is turned on to start active noise reduction (i.e. playing the noise reduction signal), and based on the above steps S310 to S350
Figure BDA00030181508200001510
Iteratively obtaining a calibrated noise reduction coefficient W0(ii) a The earphone in the actual use stage determines the current sound field base matrix in the actual noise environment and also when the loudspeaker only plays the audio signal s
Figure BDA00030181508200001511
And current sound field basis coefficient vector
Figure BDA00030181508200001512
Then, the circuit W is started to calibrate the noise reduction parameter W0Start active noise reduction and based on
Figure BDA00030181508200001513
Iterative adjustment of W0Obtaining the real-time optimal noise reduction parameter W1。
When the loudspeaker plays the noise reduction signal y, the circuit W is connected and has a secondary path G, and the earphone in the pre-calibration stage is based on the known calibration sound field base matrix in the calibration noise environment
Figure BDA00030181508200001514
And a second acoustic signal vector acquired in real time under active noise reduction
Figure BDA00030181508200001515
Calculating the vector of the calibrated acoustic field base coefficient at the corresponding moment
Figure BDA00030181508200001516
Simultaneously according to the above steps S310 to S350
Figure BDA00030181508200001517
Iteratively obtaining a calibrated noise reduction coefficient W0(ii) a The earphone in the actual use stage is in the actual noise environment, and when the loudspeaker plays the noise reduction signal y, the noise reduction signal y is in W0Performing active noise reduction to determine the current sound field base matrix
Figure BDA0003018150820000161
And current sound field basis coefficients(Vector)
Figure BDA0003018150820000162
Then based on
Figure BDA0003018150820000163
Iterative adjustment of W0Obtaining the real-time optimal noise reduction parameter W1。
According to a second aspect of the embodiments of the present invention, there is provided an active noise reduction method for an active noise reduction headphone, including: determining the noise reduction parameters of the active noise reduction earphone by adopting the noise reduction parameter determination method; and actively reducing noise according to the noise reduction parameters.
According to the technical scheme provided by the embodiment of the invention, the noise reduction parameters of the active noise reduction earphone are determined by adopting any one of the noise reduction parameter determination methods; and actively reducing noise according to the noise reduction parameters, detecting the position and the posture of the earphone in the user ear canal in real time, and adaptively adjusting the active noise reduction parameters according to the position and the posture of the earphone in the user ear canal in real time so as to meet different noise reduction requirements of different users in different use states, thereby ensuring that the active noise reduction earphone has excellent wearing experience and noise reduction performance.
All the above-mentioned optional technical solutions can be combined arbitrarily to form the optional embodiments of the present invention, and are not described herein again.
The following are embodiments of the apparatus of the present invention that may be used to perform embodiments of the method of the present invention. For details which are not disclosed in the embodiments of the apparatus of the present invention, reference is made to the embodiments of the method of the present invention.
Fig. 6 is a block diagram of a noise reduction parameter determining apparatus of an active noise reduction earphone according to an embodiment of the present invention. As shown in fig. 6, the noise reduction parameter determination device 600 includes:
the first determining module 610 is configured to determine a reference sound field basis coefficient vector according to a calibrated sound field basis matrix corresponding to a microphone array arranged on the active noise reduction earphone and a first sound signal vector acquired by the microphone array in a current use environment;
a second determining module 620, configured to determine a current sound field basis matrix corresponding to the microphone array according to a relationship between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector, where the calibrated sound field basis coefficient vector is determined according to the calibrated sound field basis matrix and a second sound signal vector acquired by the microphone array in a pre-calibrated environment;
a third determining module 630, configured to determine, according to the current sound field basis matrix and the first acoustic signal vector, a current sound field basis coefficient vector in the current usage environment;
and a fourth determining module 640, configured to determine a noise reduction parameter according to the current sound field base coefficient vector.
According to the technical scheme provided by the embodiment of the invention, the reference sound field base coefficient vector is determined according to the calibration sound field base matrix corresponding to the microphone array arranged on the active noise reduction earphone and the first sound signal vector collected by the microphone array in the current use environment, the current sound field base matrix corresponding to the microphone array is determined according to the relation between the reference sound field base coefficient vector and the calibration sound field base coefficient vector, the current sound field base coefficient vector in the current use environment is determined according to the current sound field base matrix and the first sound signal vector, and the noise reduction parameter is determined according to the current sound field base coefficient vector, because the position and the posture of the earphone in the auditory canal of the user can be detected in real time, and the active noise reduction parameter can be adaptively adjusted according to the position and the posture of the earphone in the auditory canal of the user in real time, different noise reduction requirements of different users in different use states can be met, therefore, the active noise reduction earphone has excellent wearing experience and noise reduction performance.
In some embodiments of the present invention, the second determining module 620 is configured to determine the current sound field basis matrix according to a nonlinear difference between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector when a relationship between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector does not satisfy a preset condition.
In an embodiment of the present invention, the second determining module 620 is further configured to determine the calibrated sound field basis matrix as the current sound field basis matrix when a relationship between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector satisfies a preset condition.
In an embodiment of the invention, the predetermined condition is used to characterize that the reference sound field basis coefficient vector is linearly related to the calibrated sound field basis coefficient vector.
In an embodiment of the present invention, the formula of the preset condition is:
Figure BDA0003018150820000171
wherein the content of the first and second substances,
Figure BDA0003018150820000172
represents a vector of reference sound field basis coefficients,
Figure BDA0003018150820000173
represents a vector of basis coefficients of the calibrated acoustic field,
Figure BDA0003018150820000174
denotes a predetermined deviation threshold vector, λ is a constant, fmRepresenting the frequency.
In an embodiment of the present invention, the second determining module 620 is configured to determine the current sound field basis matrix according to a relationship between the reference sound field basis coefficient vector and the calibrated sound field basis coefficient vector under a condition that a sound field complexity at which the active noise reduction headphone is currently located is consistent with a sound field complexity at the time of determining the calibrated sound field basis matrix in a pre-calibration environment.
According to a fourth aspect of the embodiments of the present invention, there is provided a semi-in-ear active noise reduction headphone, including the noise reduction parameter determination apparatus of the active noise reduction headphone as described above.
According to the semi-in-ear active noise reduction earphone provided by the embodiment of the invention, the position and the posture of the earphone in the auditory canal of a user can be detected in real time, and the active noise reduction parameters are adaptively adjusted according to the position and the posture of the earphone in the auditory canal of the user in real time, so that different noise reduction requirements of different users in different use states are met, and the active noise reduction earphone has excellent wearing experience and noise reduction performance.
The implementation process of the functions and actions of each module in the above device is specifically described in the implementation process of the corresponding step in the above method, and is not described herein again.
Fig. 7 is a block diagram of an electronic device 700 according to an embodiment of the invention.
Referring to fig. 7, electronic device 700 includes a processing component 710 that further includes one or more processors, and memory resources, represented by memory 720, for storing instructions, such as applications, that are executable by processing component 710. The application programs stored in memory 720 may include one or more modules that each correspond to a set of instructions. Further, the processing component 710 is configured to execute instructions to perform the noise reduction parameter determination method or the active noise reduction method of the active noise reduction headphone described above.
The electronic device 700 may also include a power supply component configured to perform power management of the electronic device 700, a wired or wireless network interface configured to connect the electronic device 700 to a network, and an input-output (I/O) interface. The electronic device 700 may operate based on an operating system, such as Windows Server, stored in the memory 720TM，Mac OS XTM，UnixTM，LinuxTM，FreeBSDTMOr the like.
A non-transitory computer readable storage medium, wherein instructions of the storage medium, when executed by a processor of the electronic device 700, enable the electronic device 700 to perform a noise reduction parameter determination method or an active noise reduction method for an active noise reduction headphone.
Those of ordinary skill in the art will appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware or combinations of computer software and electronic hardware. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.
It is clear to those skilled in the art that, for convenience and brevity of description, the specific working processes of the above-described systems, apparatuses and units may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.
In the several embodiments provided in the present application, it should be understood that the disclosed system, apparatus and method may be implemented in other ways. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the units is only one logical division, and other divisions may be realized in practice, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
Each functional unit in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention or a part thereof, which essentially contributes to the prior art, can be embodied in the form of a software product stored in a storage medium and including instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: various media capable of storing program check codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
It should be noted that the combination of the features in the present application is not limited to the combination described in the claims or the combination described in the embodiments, and all the features described in the present application may be freely combined or combined in any manner unless contradictory to each other.
It should be noted that the above-mentioned embodiments are only specific examples of the present invention, and obviously, the present invention is not limited to the above-mentioned embodiments, and many similar variations exist. All modifications which would occur to one skilled in the art and which are, therefore, directly derived or suggested from the disclosure herein are deemed to be within the scope of the present invention.
It should be understood that the terms such as first, second, etc. used in the embodiments of the present invention are only used for clearly describing the technical solutions of the embodiments of the present invention, and are not used to limit the protection scope of the present invention.
The above description is only for the preferred embodiment of the present invention, and is not intended to limit the scope of the present invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (10)

1. A method for determining noise reduction parameters of an active noise reduction earphone is characterized by comprising the following steps:
determining a reference sound field basis coefficient vector according to a calibrated sound field basis matrix corresponding to a microphone array arranged on the active noise reduction earphone and a first sound signal vector acquired by the microphone array in the current use environment;
determining a current sound field basis matrix corresponding to the microphone array according to the relation between the reference sound field basis coefficient vector and a calibrated sound field basis coefficient vector, wherein the calibrated sound field basis coefficient vector is determined according to the calibrated sound field basis matrix and a second sound signal vector acquired by the microphone array in a pre-calibrated environment;
determining a current sound field base coefficient vector under the current use environment according to the current sound field base matrix and the first sound signal vector;
and determining a noise reduction parameter according to the current sound field base coefficient vector.
2. The method of claim 1, wherein determining a current soundfield basis matrix corresponding to the microphone array according to a relationship between the reference soundfield basis coefficient vector and a calibrated soundfield basis coefficient vector comprises:
and when the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector does not meet a preset condition, determining the current sound field base matrix according to the nonlinear difference between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector.
3. The method of claim 2, wherein determining a current soundfield basis matrix corresponding to the microphone array according to a relationship between the reference soundfield basis coefficient vector and a calibrated soundfield basis coefficient vector, further comprises:
and when the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector meets the preset condition, determining the calibrated sound field base matrix as the current sound field base matrix.
4. The method according to claim 2 or 3, wherein the predetermined condition is used to characterize that the reference soundfield basis coefficient vector is linearly related to the calibrated soundfield basis coefficient vector.
5. The method according to claim 4, wherein the preset condition is formulated as:
Figure FDA0003018150810000021
wherein the content of the first and second substances,
Figure FDA0003018150810000022
representing the reference soundfield basis coefficient vector,
Figure FDA0003018150810000023
representing the vector of basis coefficients of the calibrated acoustic field,
Figure FDA0003018150810000024
denotes a predetermined deviation threshold vector, λ is a constant, fmRepresenting the frequency.
6. The method according to any one of claims 1 to 3, wherein the determining a current soundfield basis matrix corresponding to the microphone array according to the relationship between the reference soundfield basis coefficient vector and the calibrated soundfield basis coefficient vector comprises:
and under the condition that the complexity of the sound field where the active noise reduction earphone is located at present is consistent with the complexity of the sound field when the calibrated sound field base matrix is determined in the pre-calibration environment, determining the current sound field base matrix according to the relation between the reference sound field base coefficient vector and the calibrated sound field base coefficient vector.
7. An active noise reduction method for an active noise reduction headphone, comprising:
determining noise reduction parameters of the active noise reduction headphone with the method according to any one of claims 1 to 6;
and actively reducing noise according to the noise reduction parameters.
8. A noise reduction parameter determination apparatus for an active noise reduction headphone, comprising:
the first determining module is used for determining a reference sound field basis coefficient vector according to a calibrated sound field basis matrix corresponding to a microphone array arranged on the active noise reduction earphone and a first sound signal vector acquired by the microphone array in the current use environment;
a second determining module, configured to determine a current sound field basis matrix corresponding to the microphone array according to a relationship between the reference sound field basis coefficient vector and a calibrated sound field basis coefficient vector, where the calibrated sound field basis coefficient vector is determined according to the calibrated sound field basis matrix and a second sound signal vector acquired by the microphone array in a pre-calibrated environment;
a third determining module, configured to determine, according to the current sound field basis matrix and the first acoustic signal vector, a current sound field basis coefficient vector in the current usage environment;
and the fourth determining module is used for determining the noise reduction parameters according to the current sound field base coefficient vector.
9. A semi-in-ear active noise reducing headphone, characterized in that it comprises noise reduction parameter determination means of an active noise reducing headphone according to claim 8.
10. An electronic device, comprising:
a processor;
a memory including computer instructions stored thereon that, when executed by the processor, cause the processor to perform the method of any of claims 1-7.
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