JP2011079389A - Chattering noise prevention method and chattering noise prevention device - Google Patents

Chattering noise prevention method and chattering noise prevention device Download PDF

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JP2011079389A
JP2011079389A JP2009232170A JP2009232170A JP2011079389A JP 2011079389 A JP2011079389 A JP 2011079389A JP 2009232170 A JP2009232170 A JP 2009232170A JP 2009232170 A JP2009232170 A JP 2009232170A JP 2011079389 A JP2011079389 A JP 2011079389A
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signal
chatter
frequency
sound
fluctuation
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Shohei Yamamoto
昌平 山本
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Alpine Electronics Inc
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Alpine Electronics Inc
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<P>PROBLEM TO BE SOLVED: To provide a chattering noise prevention method and a chattering noise prevention device which prevent the generation of chattering noise in a cabin automatically. <P>SOLUTION: The chattering noise prevention method and device which prevent the generation of the chattering noise in a cabin by a low-pitched sound signal included in an audio signal, (1) reproduce a chattering test signal of a low frequency and emit the signal into a cabin from a speaker, and (2) collect the chattering noise generated in the cabin from a microphone provided in the cabin. Then, (3) a fluctuation signal which is caused by vibration which resonates with the low-frequency signal and amplitude-modulates the chattering noise signal is detected from the a sound signal collected by the microphone, and (4) a characteristic in the low-frequency of a frequency characteristic changing section (equalizer) into which the audio signal is input is controlled so that the fluctuation amount of the fluctuation signal reaches a set value or lower. By repeating the control about a plurality of low frequencies within a range of predetermined low frequencies, the generation of the chattering noise in a cabin is prevented. <P>COPYRIGHT: (C)2011,JPO&INPIT

Description

本発明はビビリ音発生防止方法およびビビリ音発生防止装置に係り、特にオーディオ信号に含まれる低音信号によりビビリ音が車室内に発生するのを防止するビビリ音発生防止方法及びビビリ音発生防止装置に関する。   The present invention relates to a chatter noise generation prevention method and chatter noise generation prevention device, and more particularly to a chatter noise generation prevention method and chatter noise generation prevention device for preventing chatter noise from being generated in a vehicle interior due to a bass signal included in an audio signal. .

ビビリ音とは、車両に何らかの振動が加わった時に、車室内の特定箇所が共振し、パーツ同士が触れ合って発生する異音(ノイズ)である。本発明は一般的な車載オーディオ信号を一定以上の出力で再生した際、主として低音域で再生される信号により車室内の特定箇所が共振して発生するビビリ音を扱う。図10は車室内におけるビビリ音(ビリビリ、バリバリ、ガタガタ)の発生状況を示している。
ビビリ音の発生箇所としては、図11に示すように(a) 運転席ドアトリム内側のレインカバー部、(b) 運転席ドアトリム内側のワイヤ配線部、(c) 運転席ドア鉄板内側のガラスレール部、その他(a)〜(c)の部分と同等箇所がある。(a)のレインカバー部のビビリ音は、別ピース構造(フラップ部)が50Hzの低周波帯域で大きく共振し、その結果、隣接するワイヤリング配線に当たって打音として発生する。(b) のワイヤ配線部のビビリ音は、ドア内部のワイヤリング配線の一部がほどけて部分的に鉄板面に近接している場合、63Hz帯域で共振が大きくなって、結果的に接触により打音として発生する。(c) のガラスレール部のビビリ音は、ドアガラスを上下に可動させる機構部品(レール)とドア鉄板パネルとの接触面が、200Hz再生時に互いの共振点の差が大きくなって干渉しあって打音として発生する。
The chatter noise is an abnormal noise (noise) generated when a certain part of the vehicle interior resonates and parts touch each other when some vibration is applied to the vehicle. The present invention deals with chatter noise generated when a specific location in a vehicle interior resonates mainly with a signal reproduced in a low sound range when a general in-vehicle audio signal is reproduced with a certain output or more. FIG. 10 shows the state of occurrence of chattering sounds (billing, crumbling, rattling) in the passenger compartment.
As shown in FIG. 11, the chatter noise is generated by (a) a rain cover portion inside the driver's seat door trim, (b) a wire wiring portion inside the driver seat door trim, and (c) a glass rail portion inside the driver seat door iron plate. There are other parts equivalent to the parts (a) to (c). The chattering noise of the rain cover part (a) is generated as a hitting sound by striking the adjacent wiring wiring as a result of the separate piece structure (flap part) resonating greatly in the low frequency band of 50 Hz. The chatter noise of the wire wiring part in (b), when part of the wiring wiring inside the door is unwound and partially close to the iron plate surface, resonance increases in the 63 Hz band, and as a result, it is hit by contact. Occurs as sound. The chatter noise of the glass rail part in (c) interferes with the contact surface between the mechanism parts (rails) that move the door glass up and down and the door iron plate panel due to a large difference between the resonance points during 200 Hz playback. Is generated as a hitting sound.

かかるビビリ音は聴取者に不快感を与えるため発生を防止する必要がある。このため、従来は、ビビリ音の発生を聴感で検知した都度、ビビリ音の鳴り方や音の到来方向から発生箇所を経験的に捜索、特定して所定の対策を施している。例えば、図11の(a)のレインカバー部のビビリ音は、発生箇所を特定後、フラップ部下端とワイヤリング配線に緩衝材(エプトシーラー)を添付処理して消音している。図11の(b)のワイヤ配線部のビビリ音は、発生箇所を特定後、ほどけている部分にエプトシーラー(両面テープ付シート)を添付しながら束ね処理して消音している。図11の(c)のガラスレール部のビビリ音は、発生箇所を特定後、ドアに固定されているレールを一旦取り外し、再度組み付け、かつ隙間に詰め物を詰めて消音している。
しかし、上記のビビリ音の発生抑制方法は、車両毎に作業者がビビリ音発生箇所を経験的に捜索、特定して手作業で抑制するものであるため、経験と煩雑な作業が必要となっている。また、ビビリ音の抑制対策によっては、車室内の環境が変化して音質が変化する場合がある。
It is necessary to prevent such chatter noise from occurring because it causes discomfort to the listener. For this reason, conventionally, every time the occurrence of chatter sound is detected by hearing, the occurrence location is empirically searched and specified based on how the chatter sound is generated or the direction of arrival of the sound, and predetermined measures are taken. For example, the chatter noise of the rain cover part in FIG. 11A is silenced by attaching a cushioning material (Epto sealer) to the lower end of the flap part and the wiring wiring after the occurrence location is specified. The chatter noise of the wire wiring portion in FIG. 11 (b) is silenced by bundling and attaching an ept sealer (sheet with double-sided tape) to the unwinding portion after identifying the occurrence location. The chatter noise of the glass rail part of (c) of FIG. 11 is silenced by identifying the place of occurrence, once removing the rail fixed to the door, reassembling, and filling the gap.
However, the above-described chatter noise generation suppression method is a method in which an operator searches and identifies a chatter noise occurrence location for each vehicle empirically and suppresses it manually, so experience and troublesome work are required. ing. Moreover, depending on the measure for suppressing chatter noise, the sound quality may change due to changes in the vehicle interior environment.

従来技術として車両内の音色の評価を好適に行う音色評価装置が提案されている(特許文献1)。この従来技術によれば、車室内に発生しているビビリ音の周波数及びその大きさを評価することが可能であるが、ビビリ音の発生箇所を特定するものではなく、しかも、ビビリ音の発生を自動的に防止するものではない。   As a prior art, a timbre evaluation apparatus that suitably evaluates a timbre in a vehicle has been proposed (Patent Document 1). According to this prior art, it is possible to evaluate the frequency and the magnitude of the chatter sound generated in the passenger compartment, but it does not specify the place where the chatter sound is generated, and the chatter sound is generated. Is not automatically prevented.

特開2007−271485号公報JP 2007-271485 A

以上から、本発明の目的は、自動的に車室内のビビリ音の発生を防止することである。
本発明の別の目的は車室内のビビリ音の発生を防止し、かつ音質に影響を与えないようにすることである。
In view of the above, an object of the present invention is to automatically prevent chatter noise in the passenger compartment.
Another object of the present invention is to prevent chatter noises in the passenger compartment and not affect the sound quality.

本発明は、オーディオ信号に含まれる低音信号によりビビリ音が車室内に発生するのを防止するビビリ音発生防止方法及びビビリ音発生防止装置である。
・ビビリ音発生防止方法
本発明のビビリ音発生防止方法は、低周波数のビビリテスト信号を再生してスピーカより車室内に放出するステップ、車室内に設けたマイクにより車室内で発生するビビリ音を集音するステップ、前記低周波数信号に共振する振動により生じ、ビビリ音信号を振幅変調する変動信号を前記マイク集音信号より検出するステップ、該変動信号の変動量が設定値以下となるようにオーディオ信号が入力される周波数特性変更部の前記低周波数における特性を制御するステップ、所定低周波数範囲内の複数の低周波数について上記ステップを繰り返してビビリ音が車室内に発生するのを防止するステップ、を有している。前記のゲインを制御するステップにおいて、ビビリ音の観測周波数を予め複数設定しておき、各観測周波数のビビリ音信号を振幅変調する前記低周波数の変動信号のうち最大の変動量を検出し、該最大変動量が前記設定値以下となるように前記周波数特性変更部の前記低周波数における特性を制御する。
The present invention is a chatter noise generation prevention method and chatter noise generation prevention device for preventing chatter noise from being generated in a passenger compartment due to a bass signal included in an audio signal.
-Method for preventing chatter noise generation The method for preventing chatter noise generation according to the present invention includes a step of reproducing a low-frequency chatter test signal and releasing it from a speaker into the vehicle interior, and a chatter sound generated in the vehicle interior by a microphone provided in the vehicle interior. A step of collecting sound, a step of detecting from the microphone sound collection signal a fluctuation signal that is generated by vibration resonating with the low frequency signal and amplitude-modulates the chatter sound signal, and a fluctuation amount of the fluctuation signal is equal to or less than a set value. The step of controlling the characteristics at the low frequency of the frequency characteristic changing unit to which the audio signal is input, the step of repeating the above steps for a plurality of low frequencies within a predetermined low frequency range to prevent chatter noise from being generated in the vehicle interior ,have. In the step of controlling the gain, a plurality of chatter sound observation frequencies are set in advance, and a maximum fluctuation amount is detected among the low frequency fluctuation signals for amplitude-modulating the chatter sound signal of each observation frequency, The characteristic at the low frequency of the frequency characteristic changing unit is controlled so that the maximum fluctuation amount is not more than the set value.

・ビビリ音発生防止装置
本発明のビビリ音発生防止装置は、低周波数のビビリテスト信号を再生してスピーカより車室内に放出するビビリテスト信号発生部、車室内に設けたマイクにより車室内で発生するビビリ音を集音するビビリ音集音部、前記低周波数信号に共振する振動により生じ、ビビリ音信号を振幅変調する変動信号を前記マイク集音信号より検出する変動信号検出部、オーディオ信号が入力される周波数特性変更部、前記変動信号の変動量が設定値以下となるように該周波数特性変更部の前記低周波数における特性を制御する特性制御部を備え、所定低周波数範囲内の複数の低周波数のそれぞれについて、変動信号の変動量が前記設定値以下となるように前記周波数特性変更部の該低周波数の特性を制御する。
また、本発明のビビリ音発生防止装置は、前記ビビリ音の観測周波数を予め複数設定しておき、各観測周波数のビビリ音信号を振幅変調する前記低周波数の変動信号のうち最大の変動量を検出する最大変動量検出部を備え、前記周波数特性制御部は、該最大変動量が前記設定値以下となるように前記周波数特性変更部の前記低周波数における特性を制御する。
The chatter sound generation prevention device of the present invention is generated in the vehicle interior by a chatter signal generation unit that reproduces a low frequency chatter test signal and emits it from the speaker to the vehicle interior, and a microphone provided in the vehicle interior. A chatter sound collecting unit that collects chatter sound, a fluctuation signal detecting unit that detects a fluctuation signal that amplitude-modulates the chatter sound signal caused by vibration that resonates with the low frequency signal, and an audio signal. An input frequency characteristic changing unit, and a characteristic control unit that controls the characteristic of the frequency characteristic changing unit at the low frequency so that a fluctuation amount of the fluctuation signal is equal to or less than a set value, and a plurality of frequency characteristic changing units within a predetermined low frequency range For each of the low frequencies, the low frequency characteristic of the frequency characteristic changing unit is controlled so that the fluctuation amount of the fluctuation signal is not more than the set value.
Further, the chatter sound generation prevention apparatus of the present invention sets a plurality of observation frequencies of the chatter sound in advance, and calculates the maximum fluctuation amount among the low frequency fluctuation signals for amplitude-modulating the chatter sound signal of each observation frequency. A maximum fluctuation amount detecting unit for detecting is provided, and the frequency characteristic control unit controls the characteristic at the low frequency of the frequency characteristic changing unit so that the maximum fluctuation amount is equal to or less than the set value.

本発明によれば、低周波数のビビリテスト信号を再生してスピーカより車室内に放出し、車室内に設けたマイクにより車室内で発生するビビリ音を集音し、前記低周波数信号に共振する振動により生じ、ビビリ音信号を振幅変調する変動信号を前記マイク集音信号より検出し、該変動信号の変動量が設定値以下となるようにオーディオ信号が入力される周波数特性変更部の前記低周波数における特性を制御し、所定低周波数範囲内の複数の低周波数について上記ステップを繰り返すようにしたから、車室内におけるビビリ音の発生を防止することができる。なお、前記周波数特性変更部の前記低周波数における特性を制御する際、共振点付近の周波数帯域へ高めのQ(10以上)を設定して狭帯域の特性を落とすることで音質に影響を与えないように、すなわち、聴感への影響を少なくすることができる。
また、本発明によれば、ビビリ音の観測周波数を予め複数設定しておき、各観測周波数のビビリ音信号を振幅変調する前記低周波数の変動信号のうち最大の変動量を検出し、該最大変動量が前記設定値以下となるように周波数特性変更部の前記低周波数における特性、例えばゲインを制御するため、発生しているビビリ音を正確に特定して消音することができる。
According to the present invention, the low-frequency chatter test signal is reproduced and emitted from the speaker into the vehicle interior, and the chatter sound generated in the vehicle interior is collected by the microphone provided in the vehicle interior and resonates with the low-frequency signal. The frequency characteristic changing unit that detects the fluctuation signal that is caused by vibration and modulates the amplitude of the chatter sound signal from the microphone sound collection signal, and receives the audio signal so that the fluctuation amount of the fluctuation signal is equal to or less than a set value. Since the characteristics in frequency are controlled and the above steps are repeated for a plurality of low frequencies within a predetermined low frequency range, it is possible to prevent chatter noises in the passenger compartment. When controlling the characteristics at the low frequency of the frequency characteristic changing unit, a higher Q (10 or more) is set to the frequency band near the resonance point to affect the sound quality by reducing the narrow band characteristics. In other words, the influence on the audibility can be reduced.
In addition, according to the present invention, a plurality of chatter sound observation frequencies are set in advance, and the maximum fluctuation amount is detected among the low frequency fluctuation signals for amplitude-modulating the chatter sound signal of each observation frequency, and the maximum Since the characteristic at the low frequency, for example, the gain, of the frequency characteristic changing unit is controlled so that the fluctuation amount is equal to or less than the set value, the generated chatter sound can be accurately identified and muffled.

本発明のビビリ音発生防止装置の概略構成図である。It is a schematic block diagram of the chatter sound generation prevention apparatus of this invention. ビビリ音の発生メカニズム説明図である。It is explanatory drawing of the generation | occurrence | production mechanism of a chatter sound. 本発明のビビリ音発生防止装置の全体構成図である。It is a whole lineblock diagram of the chatter sound generation prevention device of the present invention. 等ラウドネス曲線である。Equal loudness curve. ラウドネス演算部の構成図である。It is a block diagram of a loudness calculating part. 周波数制限ラウドネス検出部の構成図である。It is a block diagram of a frequency-limited loudness detection part. 変動周波数fi及び観測周波数Fj説明図である。It is explanatory drawing of the fluctuation frequency fi and the observation frequency Fj. ビビリ音発生防止処理フローである。It is a chatter noise prevention processing flow. 図8のステップ105の詳細処理フローである。It is a detailed processing flow of step 105 of FIG. 車室内に発生するビビリ音の説明図である。It is explanatory drawing of the chatter sound which generate | occur | produces in a vehicle interior. ビビリ音の発生箇所及び発生要因説明図表である。It is a generation | occurrence | production location and generation factor explanatory chart of a chatter sound.

(A) 発明の概略
図1は本発明のビビリ音発生防止装置の概略構成図である。ビビリ音発生を抑圧するために、所定の低周波数信号(低音信号)によりビビリ音の原因となる振動が発生しているか調べ、発生している場合には該振動が小さくなるようにオーディオ装置の周波数特性変更部(イコライザ)により前記低周波数の特性(例えばゲイン)を制御する。
このために、まず、オーディオ装置10のビビリテスト信号発生部11より所定低周波数のビビリテスト信号を発生し、DSP構成の周波数特性変更部(例えばイコライザ)12、増幅器(AMP)13を介してスピーカ−21より低周波数の再生音を車室内空間20に放出する。車室空間の運転席近傍に設けられたマイクロホン22は該低音により車室内で発生するビビリ音を集音してオーディオ装置10にフィードバックする。集音信号はAD変換されてビビリ音発生防止部14に入力する。ビビリ音発生防止部14は、集音信号よりビビリ音の原因となる振動が発生しているか調べ、発生している場合には該振動が小さくなるようにイコライザ12の前記所定低周波数の特性を制御する。かかる制御をビビリ音の発生要因となる所定低周波数範囲内(例えば20Hz〜200Hz)の全低音信号(例えば5Hz刻み)について処理すれば、ビビリ音の発生を防止することが可能となる。なお、図1において15はオーディオソースである。
(A) Outline of the Invention FIG. 1 is a schematic configuration diagram of a chatter noise prevention apparatus of the present invention. In order to suppress the occurrence of chatter noise, it is checked whether or not a vibration that causes chatter noise is generated by a predetermined low-frequency signal (bass signal). The low frequency characteristic (for example, gain) is controlled by a frequency characteristic changing unit (equalizer).
For this purpose, first, a chatter test signal having a predetermined low frequency is generated from the chatter test signal generator 11 of the audio apparatus 10, and the speaker is connected via a DSP frequency characteristic changing unit (for example, equalizer) 12 and an amplifier (AMP) 13. The reproduced sound having a frequency lower than −21 is emitted to the vehicle interior space 20. The microphone 22 provided near the driver's seat in the passenger compartment space collects chatter sounds generated in the passenger compartment due to the low sound and feeds back to the audio device 10. The collected signal is AD converted and input to the chatter sound generation prevention unit 14. The chatter sound generation prevention unit 14 checks whether or not vibration that causes chatter sound is generated from the collected sound signal, and if so, the predetermined low frequency characteristic of the equalizer 12 is reduced so that the vibration is reduced. Control. If such control is processed for all bass signals (for example, in increments of 5 Hz) within a predetermined low frequency range (for example, 20 Hz to 200 Hz) that causes chatter noise, it is possible to prevent chatter noise. In FIG. 1, reference numeral 15 denotes an audio source.

ビビリ音の発生メカニズムは、所定周波数の低音信号により車室内の特定箇所が共振してある部材が振動して他の部材を打ち付けるためである。人間が異音として感じるビビリ音の周波数は1KHz〜12.5 KHZで、振動周波数より高い周波数である。このため、ビビリ音は振動により振幅変調される。すなわち、図2に示すように、共振周波数(低音信号の周波数)を有する振動信号1によりビビリ音信号2は振幅変調され、振動振幅が大きいほどビビリ音が大きくなる。なお、以下では振動信号を変動信号、共振周波数を変動周波数、振動信号の振幅Avを変動量という。
振動によって発生するビビリ音の周波数がわかれば、該周波数信号成分を通過するバンドパスフィルタに集音信号を入力し、その出力信号を検波して変動信号を検出する手段を設ければ、簡単に変動量Avを検出することができる。しかし、ビビリ音の周波数は不明である。そこで、ビビリ音発生防止部14は、ビビリ音の周波数範囲である1KHz〜12.5 KHZ内の複数の観測周波数のそれぞれを通過中心周波数とするバンドパスフィルタを設け、各バンドパスフィルタに集音信号を入力し、各各バンドパスフィルタ出力信号を検波して変動量を検出し、検出された変動量のうち最大の変動量に応じた観測周波数を共振振動により生じたビビリ音の周波数と見なし、該最大変動量が設定閾値より大きければ小さくなるように、イコライザ12の変動周波数(共振周波数)の特性を変更する。
The chattering generation mechanism is because a member having a specific location in the vehicle interior that is resonated by a bass signal having a predetermined frequency vibrates and strikes another member. The frequency of chatter sounds that humans feel as an unusual sound is 1 KHz to 12.5 KHZ, which is higher than the vibration frequency. For this reason, the chatter sound is amplitude-modulated by vibration. That is, as shown in FIG. 2, the chatter signal 2 is amplitude-modulated by the vibration signal 1 having a resonance frequency (frequency of the bass signal), and the chatter noise increases as the vibration amplitude increases. Hereinafter, the vibration signal is referred to as a fluctuation signal, the resonance frequency is referred to as a fluctuation frequency, and the amplitude Av of the vibration signal is referred to as a fluctuation amount.
If the frequency of the chatter sound generated by vibration is known, it is easy to input a sound collection signal to a bandpass filter that passes the frequency signal component, and to detect the fluctuation signal by detecting the output signal. The fluctuation amount Av can be detected. However, the frequency of the chatter sound is unknown. Therefore, the chatter noise generation prevention unit 14 is provided with a band pass filter having each of a plurality of observed frequencies in the frequency range of 1 KHz to 12.5 KHZ as a pass center frequency, and a collected signal is transmitted to each band pass filter. Input, detect each band pass filter output signal to detect the fluctuation amount, and consider the observation frequency corresponding to the maximum fluctuation amount among the detected fluctuation amounts as the frequency of the chatter sound generated by the resonance vibration, The characteristic of the fluctuation frequency (resonance frequency) of the equalizer 12 is changed so as to decrease if the maximum fluctuation amount is larger than the set threshold value.

(B)ビビリ音発生防止装置の構成
図3は本発明のビビリ音発生防止装置の全体構成図であり、図1と同一部分には同一符号を付している。異なる点はビビリ音発生防止部14の詳細構成が示されている点である。
ビビリ音を発生する低周波信号の周波数範囲を20Hz〜200Hzとし、該周波数範囲内の5Hz刻みの37個の周波数f1=20Hz、f2=25Hz、….,f37=200Hzのビビリテスト信号を順次発生してビビリ音を抑制するものすれば、ビビリテスト信号発生部11はi番目(i=1〜37)の低周波数fiのビビリテスト信号を発生し、DSP構成の周波数特性変更部(イコライザ)12、アナログ信号増幅器(AMP)13を介してスピーカ−21より低周波数の再生音を車室内空間20に放出する。車室空間の運転席近傍に設けられたマイクロホン22は該低音により車室内で発生するビビリ音を集音してビビリ音発生防止部14に入力する。
(B) Configuration of chattering sound generation preventing apparatus FIG. 3 is an overall configuration diagram of the chattering sound generation preventing apparatus of the present invention, and the same parts as those in FIG. A different point is that a detailed configuration of the chatter noise generation prevention unit 14 is shown.
The frequency range of the low frequency signal that generates chatter noise is 20 Hz to 200 Hz, and 37 frequencies f 1 = 20 Hz, f 2 = 25 Hz,..., F 37 = 200 Hz in 5 Hz increments within the frequency range. Are sequentially generated to suppress chatter noise, the chatter test signal generator 11 generates an i-th (i = 1 to 37) low-frequency fi chatter test signal, and a DSP characteristic frequency characteristic changer ( The reproduced sound having a frequency lower than that of the speaker 21 is emitted to the vehicle interior space 20 through the equalizer 12 and the analog signal amplifier (AMP) 13. The microphone 22 provided in the vicinity of the driver's seat in the passenger compartment space collects chatter sounds generated in the passenger compartment due to the low sound and inputs the collected chatter sounds to the chatter noise prevention unit 14.

ビビリ音発生防止部14のラウドネス演算部31は、物理量としての音の大きさにマスキング等の聴感特性を加え、人間が実際に聞こえる音の大きさ(ラウドネス量)に変換する。人間の耳の音感特性は、低域と広域が聞こえなくなる性質を持っており、特に小音量時に顕著になる。1000Hzの純音の音圧レベルを基準にして同じ大きさの音として聞こえる各周波数での音圧レベルは図4に示す等ラウドネス曲線で示される。図4において、下のカーブ程、より音量が小さい場合に対応しており、一番下のカーブは最小可聴限で、音量が小さくなるほど低域と高域がより聞こえ難くなっていることが判る。そこで、ラウドネス演算部31は音量に応じた等ラウドネス曲線に基づいて入力信号(ビビリ音信号)の低域と高域を下げるようにして、人間が実際に聞こえる音の大きさに変換する。図5はラウドネス演算部31の構成図であり、ビビリ音信号の音圧レベル(音量)を検出する音圧レベル検出部31a、等ラウドネス曲線と逆の特性をラウドネス変換特性として音量に応じて保存するラウドネス変換特性保存部、音量に応じたラウドネス変換特性を用いて入力信号(ビビリ音信号)を人間が実際に聞こえる音の大きさに変換するラウドネス変換部31cで構成されている。   The loudness calculating unit 31 of the chattering noise generation preventing unit 14 adds an audible characteristic such as masking to the volume of sound as a physical quantity, and converts the volume into a volume of sound (loudness) that a human can actually hear. The sound characteristic of the human ear has the property that the low frequency range and wide frequency range cannot be heard, and is particularly noticeable at low volumes. The sound pressure level at each frequency that can be heard as a sound of the same magnitude on the basis of the sound pressure level of a pure tone of 1000 Hz is shown by an equal loudness curve shown in FIG. In FIG. 4, the lower curve corresponds to the case where the volume is lower, and the lower curve is the minimum audible limit, and it can be seen that the lower range and the higher range become harder to hear as the volume decreases. . Therefore, the loudness calculating unit 31 converts the input signal (billing sound signal) to low and high frequencies on the basis of an equal loudness curve corresponding to the sound volume, and converts it into a sound level actually heard by humans. FIG. 5 is a block diagram of the loudness calculation unit 31. A sound pressure level detection unit 31a for detecting the sound pressure level (volume) of the chatter sound signal, and a characteristic opposite to the equal loudness curve is stored as a loudness conversion characteristic according to the volume. A loudness conversion characteristic storage unit, and a loudness conversion unit 31c that converts an input signal (billing sound signal) into a volume of sound actually heard by a human using the loudness conversion characteristic according to the sound volume.

周波数制限ラウドネス検出部32は、ビビリ音の周波数範囲である1KHz〜12.5 KHZ内の複数個の例えば12個の周波数を観測周波数(F1〜F12)とし、該観測周波数の周波数成分を抽出して出力する。図6は、周波数制限ラウドネス検出部32の構成図であり、各観測周波数(F1〜F12)を中心周波数とする所定通過幅のバンドパスフィルタ32a〜32a12と所定のバンドパスフィルタ出力信号を選択して出力するセレクタ32bを備えている。すなわち、バンドパスフィルタ32a〜32a12はi番目(i=1〜37)の低周波数fiのビビリテスト信号がビビリテスト信号発生部11より出力されたとき、低周波数fi を含む低周波数信号により振幅変調される観測周波数Fj(j=1〜12)の信号(振幅変調信号)を抽出してセレクタ32bを介して振幅変調波成分検出部331〜3337に順次所定のタイミングで入力する。なお、観測周波数F1〜F12は、図7の横軸に示すように1000Hz、1250Hz、1600Hz、2000Hz、2500Hz、3150Hz、4000Hz、5000Hz、6300Hz、8000Hz、10000Hz、12500Hzとする。 The frequency limit loudness detection unit 32 extracts a plurality of, for example, 12 frequencies within the chatter frequency range of 1 kHz to 12.5 KHZ as observation frequencies (F1 to F12), and extracts and outputs the frequency components of the observation frequencies. To do. Figure 6 is a block diagram of a frequency limiting loudness detector 32, a band-pass filter 32a 1 ~32a 12 and a predetermined band-pass filter output signal of the predetermined bandpass having a center frequency of each observation frequency (F1 to F12) A selector 32b for selecting and outputting is provided. That is, when the i-th (i = 1 to 37) low-frequency fi chatter test signal is output from the chatter-test signal generator 11, the band-pass filters 32 a 1 to 32 a 12 receive low-frequency signals including the low-frequency fi. enter sequentially at a predetermined timing to the amplitude-modulated wave component detecting section 33 to 333 37 via the selector 32b extracts the signal (amplitude modulation signal) of the amplitude-modulated by observation frequency Fj (j = 1 to 12). The observation frequencies F1 to F12 are assumed to be 1000 Hz, 1250 Hz, 1600 Hz, 2000 Hz, 2500 Hz, 3150 Hz, 4000 Hz, 5000 Hz, 6300 Hz, 8000 Hz, 10000 Hz, and 12,500 Hz as shown on the horizontal axis of FIG.

各振幅変調波成分検出部331〜3337は、図7の縦軸に示すように、ビビリ音を発生する低周波信号の周波数範囲を20Hz〜200Hzとするとき、該低周波数範囲内の5Hz刻みの周波数f1=20Hz、f2=25Hz、….,f37=200Hz毎に設けられ、それらを中心周波数とする帯域を受け持つ変動成分抽出フィルタで構成されている。すなわち、(1)周波数20Hzのビビリテスト信号が出力された場合、振幅変調波成分検出部331は12個の振幅変調信号のそれぞれより変動周波数20Hzの変動信号(図2参照)を抽出して次段の変調波成分最大値検出部34に入力し、(2) 周波数25Hzのビビリテスト信号が出力された場合、振幅変調波成分検出部332は12個の振幅変調信号のそれぞれより変動周波数25Hzの変動信号を抽出して変調波成分最大値検出部34に入力し、以下同様に、(3) 周波数200Hzのビビリテスト信号が出力された場合、振幅変調波成分検出部3337は12個の振幅変調信号のそれぞれより変動周波数200Hzの変動信号を抽出して変調波成分最大値検出部34に入力する。 As shown on the vertical axis of FIG. 7, each amplitude modulation wave component detection unit 33 1 to 33 37 has 5 Hz within the low frequency range when the frequency range of the low frequency signal that generates chatter noise is 20 Hz to 200 Hz. It is provided for each step frequency f 1 = 20 Hz, f 2 = 25 Hz,..., F 37 = 200 Hz, and is composed of a fluctuation component extraction filter that handles a band having these as center frequencies. In other words, by extracting (1) if chatter test signal frequency 20Hz is output, variation signal fluctuation frequency 20Hz than the respective amplitude-modulated wave component detecting unit 33 1 12 of the amplitude modulation signal (see FIG. 2) When input to the next-stage modulated wave component maximum value detection unit 34 and (2) a chatter test signal with a frequency of 25 Hz is output, the amplitude modulation wave component detection unit 33 2 has a variable frequency from each of the 12 amplitude modulation signals. When a 25 Hz fluctuation signal is extracted and input to the modulation wave component maximum value detection unit 34, and similarly, (3) when a chatter test signal having a frequency of 200 Hz is output, 12 amplitude modulation wave component detection units 3337 are provided. A fluctuation signal having a fluctuation frequency of 200 Hz is extracted from each of the amplitude modulation signals and input to the modulation wave component maximum value detection unit.

変調波成分最大値検出部34は12個の変動周波数fiの変動信号が所定の振幅変調波成分検出部331〜3337から入力すると、変動量が最大の変動信号を検出し、該最大変動量を周波数特性制御部35に入力する。周波数特性制御部35は、最大変動量が設定閾値より大きいか調べ、大きければ、最大変動量が設定閾値より小さくなるように変動信号の周波数(変動周波数) fiのゲインを所定量下げるようにイコライザ12の特性を制御する。イコライザ12はDSP(digital signal processor)で構成されており所定周波数刻みでゲインを制御できることは周知であるので詳細は説明しない。なお、ゲインを制御する際、Qを10とすることによりゲインを下げる帯域幅を狭くすることができ、オーディオ信号が入力されたときの音質劣化を防止することができる。 When variation signal of the modulating wave component maximum value detector 34 12 variation frequency fi is input from a predetermined amplitude-modulated wave component detecting section 33 to 333 37, the amount of fluctuation detects the maximum variation signal, said maximum variation The amount is input to the frequency characteristic control unit 35. The frequency characteristic control unit 35 checks whether or not the maximum fluctuation amount is larger than the set threshold value, and if so, the equalizer so as to lower the gain of the fluctuation signal frequency (fluctuation frequency) fi by a predetermined amount so that the maximum fluctuation amount becomes smaller than the set threshold value. 12 characteristics are controlled. Since the equalizer 12 is composed of a DSP (digital signal processor) and the gain can be controlled in increments of a predetermined frequency, it will not be described in detail. When controlling the gain, setting Q to 10 makes it possible to narrow the bandwidth for decreasing the gain, and to prevent deterioration in sound quality when an audio signal is input.

(C) ビビリ音発生防止処理
図8はビビリ音発生防止処理フローであり、処理の概略は、(1)ビビリ音を発生する低周波信号の周波数範囲を20Hz〜200Hzとし、該周波数範囲内の5Hz刻みの37個の周波数f1=20Hz、f2=25Hz、….,f37=200Hzのうちi番目の周波数fiを有するビビリテスト信号を発生し、(2)該周波数fiのビビリテスト信号を発生したときの集音信号よりビビリ音の原因となる変動信号の変動量Av(図2)が設定値より大きいか調べ、大きい場合には変動量Avが小さくなるようにイコライザの特性を制御し、かかる制御を37個の全周波数について行うことにより、ビビリ音発生を防止する。
まず、i=1とし(ステップ101)、ついで、i<38であるか、換言すれば37個の全周波数について処理を終了したかチェックし(ステップ102)、i≧38であれば処理を終了する。しかし、i<38であれば、第i番目の周波数fiのテストビビリ信号をビビリテスト信号発生部11より発生し、イコライザ12、アナログ信号増幅器13を介してスピーカ−21より再生音を車室内空間20に放出する(ステップ103)。なお、車室内音圧レベルが70〜75dBSPLになるようにボリュームを調整する。
(C) Chatter sound generation prevention process FIG. 8 is a chatter sound generation prevention process flow. The outline of the process is as follows. (1) The frequency range of the low frequency signal that generates the chatter sound is 20 Hz to 200 Hz. Generates a chatter test signal having the i-th frequency fi among 37 frequencies f 1 = 20 Hz, f 2 = 25 Hz, ..., f 37 = 200 Hz in increments of 5 Hz, and (2) a chatter test signal of the frequency fi Check whether the fluctuation amount Av (Fig. 2) of the fluctuation signal that causes chatter noise is larger than the set value from the collected sound signal when the sound is generated, and control the equalizer characteristics so that the fluctuation amount Av becomes smaller if it is larger Then, such control is performed for all 37 frequencies to prevent chatter noise.
First, i is set to 1 (step 101), and then it is checked whether i <38, in other words, processing has been completed for all 37 frequencies (step 102). If i ≧ 38, the processing is terminated. To do. However, if i <38, the test chatter signal of the i-th frequency fi is generated from the chatter test signal generator 11 and the reproduced sound is output from the speaker 21 via the equalizer 12 and the analog signal amplifier 13. 20 (step 103). The volume is adjusted so that the vehicle interior sound pressure level is 70 to 75 dBSPL.

車室空間の運転席近傍に設けられたマイクロホン22は該再生音により車室内で発生するビビリ音を集音してビビリ音発生防止部14に入力する(ステップ104)。ビビリ音発生防止部14は、集音信号が入力されれば変動音解析を実行して変動量xiを算出する(ステップ105)。すなわち、ビビリ音発生防止部14の周波数制限ラウドネス検出部32は、観測周波数F1〜F12の周波数成分(振幅変調信号)を順次抽出して出力し、i番目の振幅変調波成分検出部33iは12個の振幅変調信号のそれぞれより変動周波数fiの変動信号を抽出して次段の変調波成分最大値検出部34に入力する。変調波成分最大値検出部34は12個の変動周波数fiの変動信号が入力すると、変動量が最大の変動信号を検出し、該最大変動量xiを周波数特性制御部35に入力する。 The microphone 22 provided in the vicinity of the driver's seat in the passenger compartment collects chatter sounds generated in the passenger compartment by the reproduced sound and inputs them to the chatter noise prevention unit 14 (step 104). When the collected sound signal is input, the chattering noise generation prevention unit 14 performs the fluctuation sound analysis to calculate the fluctuation amount xi (step 105). That is, the frequency limit loudness detection unit 32 of the chatter noise generation prevention unit 14 sequentially extracts and outputs the frequency components (amplitude modulation signals) of the observation frequencies F1 to F12, and the i-th amplitude modulation wave component detection unit 33 i A fluctuation signal having a fluctuation frequency fi is extracted from each of the twelve amplitude modulation signals and input to the next-stage modulation wave component maximum value detection unit 34. The modulation wave component maximum value detection unit 34 detects a fluctuation signal having the largest fluctuation amount when the fluctuation signals of twelve fluctuation frequencies fi are input, and inputs the maximum fluctuation amount xi to the frequency characteristic control unit 35.

周波数特性制御部35は、最大変動量xiが設定閾値(例えば100mDLF)より大きいか調べ(ステップ106)、大きければ最大変動量が設定閾値より小さくなるように変動周波数fiのゲインを所定量下げるようにイコライザ12の特性を制御する(ステップ107)。なお、DLFはDepth of Loudness Fluctuationの略で、ラウドネスの時間変動の山谷の深さ(ピーク・ツー・ピーク)である。変動量が100mDLF以下になるとビビリ音感が治まって聞こえるという経験的な値である。
以後、ステップ103に戻り、以降の処理を最大変動量が設定閾値より小さくなるまで行なう。ステップ106において、最大変動量xiが設定閾値以下になればiを歩進し(i+1=i、ステップ108)、ステップ102以降の処理を繰り返す。
以上により、周波数範囲内の低音により発生するビビリ音は設定閾値以下となってビビリ音が治まる。
The frequency characteristic control unit 35 checks whether the maximum fluctuation amount xi is larger than a set threshold value (for example, 100 mDLF) (step 106), and if so, decreases the gain of the fluctuation frequency fi by a predetermined amount so that the maximum fluctuation amount becomes smaller than the set threshold value. Next, the characteristic of the equalizer 12 is controlled (step 107). DLF is an abbreviation for Depth of Loudness Fluctuation, and is the depth (peak-to-peak) of the time-varying mountain valley of the loudness. It is an empirical value that when the fluctuation amount becomes 100 mDLF or less, the chatter sound is subdued and heard.
Thereafter, the process returns to step 103, and the subsequent processing is performed until the maximum fluctuation amount becomes smaller than the set threshold value. In step 106, if the maximum fluctuation amount xi is equal to or smaller than the set threshold value, i is incremented (i + 1 = i, step 108), and the processes in and after step 102 are repeated.
As described above, the chatter sound generated by the low sound within the frequency range becomes equal to or less than the set threshold value, and the chatter sound is subsided.

図9はステップ105の詳細処理フローである。なお、図7に示すように、i=1〜37であり、fi(Hz)はi番目のビビリテスト信号の周波数(変動周波数)であり、また、j=1〜12であり、Fj(Hz)はj番目の観測周波数である。
i番目のビビリテスト信号を再生した時、マイクロホン22で観測された音圧をPiとする。ビビリ音発生防止部14の全体を制御する制御部(図示せず)はj=1とし(ステップ201)、ラウドネス演算部31〜周波数制限ラウドネス検出部32は、、観測周波数Fj(Hz)の帯域で検出されるラウドネス値Loud(Pi)を測定する(ステップ202)。
次いで、観測周波数Fj(Hz)において変動周波数fi(Hz)の変動量をxij(mDLF)とした時、i番目の振幅変調波成分検出部33iは該fi(Hz)を中心周波数とするBPF(バンドパスパスフィルタ)を用いて変動量xij(mDLF)を
xij=BPF(Loud(Pi)j)i
として求めて変調波成分最大値検出部34に入力し、変調波成分最大値検出部34はxijを保存する(ステップ204)。上記制御部はj=12であるかチェックし(ステップ205)、j<12であれば、jを歩進し(j+1=j、ステップ206)、ステップ202以降の処理を繰り返す。
一方、j=12であれば、変調波成分最大値検出部34は12個の変動量のうち最大の変動量xiを検出し、該最大変動量xiを周波数特性制御部35に入力する(ステップ307)。
FIG. 9 is a detailed process flow of step 105. As shown in FIG. 7, i = 1 to 37, and fi (Hz) is the frequency (fluctuation frequency) of the i-th chatter test signal, and j = 1 to 12, and Fj (Hz ) Is the jth observation frequency.
Let Pi be the sound pressure observed by the microphone 22 when the i-th chatter test signal is reproduced. A control unit (not shown) for controlling the chatter noise generation prevention unit 14 is set to j = 1 (step 201), and the loudness calculation unit 31 to the frequency limit loudness detection unit 32 are used for the band of the observation frequency Fj (Hz). The loudness value Loud (Pi) detected in (1) is measured (step 202).
Next, when the fluctuation amount of the fluctuation frequency fi (Hz) at the observation frequency Fj (Hz) is xij (mDLF), the i-th amplitude modulation wave component detection unit 33 i uses the fi (Hz) as a center frequency. (Bandpass pass filter) is used to calculate the variation xij (mDLF)
xij = BPF (Loud (Pi) j) i
Is obtained and input to the modulation wave component maximum value detection unit 34, and the modulation wave component maximum value detection unit 34 stores xij (step 204). The control unit checks whether j = 12 (step 205). If j <12, j is incremented (j + 1 = j, step 206), and the processing from step 202 onward is repeated.
On the other hand, if j = 12, the modulation wave component maximum value detection unit 34 detects the maximum fluctuation amount xi among the twelve fluctuation amounts, and inputs the maximum fluctuation amount xi to the frequency characteristic control unit 35 (step S1). 307).

以上の説明では、低周波数20Hz〜200Hzの範囲内の5Hz刻みの周波数f1=20Hz、f2=25Hz、….,fn=200Hz毎に振幅変調波成分抽出部を設けた例を示したが、本発明はこれらの数値に限定されるものではない。また、観測周波数としてF1〜F12の例を示したが同様に本発明は実施例におけるこれらの数、周波数に限定されるものではない。
また、図3の構成では低周波数20Hz〜200Hzの範囲内の5Hz刻みの周波数f1=20Hz、f2=25Hz、….,fn=200Hz毎に振幅変調波成分抽出部を設けたが、検出精度は若干落ちるが20Hz〜200Hzを通過帯域とする変動成分抽出フィルタを1つ設ける簡易構成も可能である。又、ビビリ音発生防止部14をハードウェア構成した場合の構成図を示したが、マイコンによりソフトウェアで構成することも可能である。
In the above description, an example in which an amplitude modulation wave component extraction unit is provided for each frequency f 1 = 20 Hz, f 2 = 25 Hz,..., F n = 200 Hz in the range of the low frequency 20 Hz to 200 Hz is shown. However, the present invention is not limited to these numerical values. Moreover, although the example of F1-F12 was shown as an observation frequency, this invention is not limited to these numbers and frequencies in an Example similarly.
Further, in the configuration of FIG. 3, an amplitude modulation wave component extraction unit is provided for each frequency f 1 = 20 Hz, f 2 = 25 Hz,..., F n = 200 Hz in the range of low frequency 20 Hz to 200 Hz. Although the detection accuracy is slightly lowered, a simple configuration in which one fluctuation component extraction filter having a pass band of 20 Hz to 200 Hz is also possible. Moreover, although the block diagram when the chattering noise generation prevention unit 14 is configured by hardware is shown, it can also be configured by software by a microcomputer.

10 オーディオ装置
11 ビビリテスト信号発生部
12 周波数特性変更部(例えばイコライザ)
13 増幅器(AMP)
14 ビビリ音発生防止部
15 オーディオソース
20 車室内空間
21 スピーカ
22 マイクロホン
DESCRIPTION OF SYMBOLS 10 Audio apparatus 11 Chatter test signal generation part 12 Frequency characteristic change part (for example, equalizer)
13 Amplifier (AMP)
14 chatter noise prevention unit 15 audio source 20 vehicle interior space 21 speaker 22 microphone

Claims (4)

オーディオ信号に含まれる低音信号によりビビリ音が車室内に発生するのを防止するビビリ音発生防止方法において、
低周波数のビビリテスト信号を再生してスピーカより車室内に放出するステップ、
車室内に設けたマイクにより車室内で発生するビビリ音を集音するステップ、
前記低周波数信号に共振する振動により生じ、ビビリ音信号を振幅変調する変動信号を前記マイク集音信号より検出するステップ、
該変動信号の変動量が設定値以下となるようにオーディオ信号が入力される周波数特性変更部の前記低周波数における特性を制御するステップ、
所定低周波数範囲内の複数の低周波数について上記ステップを繰り返してビビリ音が車室内に発生するのを防止するステップ、
を有することを特徴とするビビリ音発生防止方法。
In a chatter noise prevention method for preventing chatter noise from being generated in a passenger compartment due to a bass signal included in an audio signal,
Regenerating a low-frequency chatter test signal and releasing it from the speaker into the passenger compartment;
A step of collecting chatter sounds generated in the vehicle interior by a microphone provided in the vehicle interior;
Detecting a fluctuation signal generated by vibration resonating with the low-frequency signal and amplitude-modulating a chatter sound signal from the microphone sound collection signal;
Controlling the characteristic at the low frequency of the frequency characteristic changing unit to which the audio signal is input so that the fluctuation amount of the fluctuation signal is equal to or less than a set value;
Repeating the above steps for a plurality of low frequencies within a predetermined low frequency range to prevent chatter noises from being generated in the passenger compartment.
A method for preventing chatter noise generation.
前記ビビリ音の観測周波数を予め複数設定しておき、各観測周波数のビビリ音信号を振幅変調する前記低周波数の変動信号のうち最大の変動量を検出し、
該最大変動量が前記設定値以下となるように前記周波数特性変更部の前記低周波数における特性を制御する、
ことを特徴とする請求項1記載のビビリ音発生防止方法。
A plurality of observation frequencies of the chatter sound are set in advance, and the maximum fluctuation amount is detected among the low frequency fluctuation signals for amplitude-modulating the chatter sound signal of each observation frequency,
Controlling the characteristics at the low frequency of the frequency characteristic changing unit so that the maximum fluctuation amount is equal to or less than the set value;
The method for preventing chatter noise generation according to claim 1.
オーディオ信号に含まれる低音信号によりビビリ音が車室内に発生するのを防止するビビリ音発生防止装置において、
低周波数のビビリテスト信号を再生してスピーカより車室内に放出するビビリテスト信号発生部、
車室内に設けたマイクにより車室内で発生するビビリ音を集音するビビリ音集音部、
前記低周波数信号に共振する振動により生じ、ビビリ音信号を振幅変調する変動信号を前記マイク集音信号より検出する変動信号検出部、
オーディオ信号が入力される周波数特性変更部、
前記変動信号の変動量が設定値以下となるように該周波数特性変更部の前記低周波数における特性を制御する特性制御部、
を備え、所定低周波数範囲内の複数の低周波数のそれぞれについて、変動信号の変動量が前記設定値以下となるように前記周波数特性変更部の各低周波数の特性を制御することを特徴とするビビリ音発生防止装置。
In a chatter noise prevention device for preventing chatter noise from being generated in a passenger compartment due to a bass signal included in an audio signal,
A chatter signal generator that plays back a low-frequency chatter signal and emits it from the speaker into the passenger compartment.
A chatter sound collecting unit that collects chatter sounds generated in the vehicle interior by a microphone provided in the vehicle interior,
A fluctuation signal detection unit that detects a fluctuation signal that is generated by vibration resonating with the low-frequency signal and amplitude-modulates a chatter sound signal from the microphone sound collection signal;
Frequency characteristic changing part to which an audio signal is input,
A characteristic control unit for controlling a characteristic at the low frequency of the frequency characteristic changing unit so that a fluctuation amount of the fluctuation signal is equal to or less than a set value;
And for each of a plurality of low frequencies within a predetermined low frequency range, each low frequency characteristic of the frequency characteristic changing unit is controlled so that a fluctuation amount of a fluctuation signal is equal to or less than the set value. A chatter noise prevention device.
前記ビビリ音の観測周波数を予め複数設定しておき、各観測周波数のビビリ音信号を振幅変調する前記低周波数の変動信号のうち最大の変動量を検出する最大変動量検出部、
を備え、前記特性補正部は、該最大変動量が前記設定値以下となるように前記周波数特性変更部の前記低周波数における特性を制御する、
ことを特徴とする請求項3記載のビビリ音発生防止装置。
A maximum fluctuation amount detection unit that sets a plurality of observation frequencies of the chatter sound in advance and detects a maximum fluctuation amount among the low frequency fluctuation signals that amplitude-modulate the chatter sound signal of each observation frequency;
The characteristic correction unit controls the characteristic at the low frequency of the frequency characteristic changing unit so that the maximum fluctuation amount is equal to or less than the set value.
The chatter noise prevention apparatus of Claim 3 characterized by the above-mentioned.
JP2009232170A 2009-10-06 2009-10-06 Chattering noise prevention method and chattering noise prevention device Withdrawn JP2011079389A (en)

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JP2014107787A (en) * 2012-11-29 2014-06-09 Noritz Corp Wall-mounting type voice generation device
WO2014132813A1 (en) * 2013-03-01 2014-09-04 本田技研工業株式会社 Abnormal sound inspection method for vehicle
US9426570B2 (en) 2012-12-03 2016-08-23 Fujitsu Limited Audio processing device and method
JP6644213B1 (en) * 2019-07-12 2020-02-12 三菱電機株式会社 Acoustic signal processing device, acoustic system, acoustic signal processing method, and acoustic signal processing program

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2014107787A (en) * 2012-11-29 2014-06-09 Noritz Corp Wall-mounting type voice generation device
US9426570B2 (en) 2012-12-03 2016-08-23 Fujitsu Limited Audio processing device and method
WO2014132813A1 (en) * 2013-03-01 2014-09-04 本田技研工業株式会社 Abnormal sound inspection method for vehicle
JP5926855B2 (en) * 2013-03-01 2016-05-25 本田技研工業株式会社 Abnormal sound inspection method for vehicles
JP6644213B1 (en) * 2019-07-12 2020-02-12 三菱電機株式会社 Acoustic signal processing device, acoustic system, acoustic signal processing method, and acoustic signal processing program
WO2021009799A1 (en) * 2019-07-12 2021-01-21 三菱電機株式会社 Acoustic signal processing device, acoustic system, acoustic signal processing method, and acoustic signal processing program

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