JPH0865211A - Echo canceller - Google Patents
Echo cancellerInfo
- Publication number
- JPH0865211A JPH0865211A JP19338994A JP19338994A JPH0865211A JP H0865211 A JPH0865211 A JP H0865211A JP 19338994 A JP19338994 A JP 19338994A JP 19338994 A JP19338994 A JP 19338994A JP H0865211 A JPH0865211 A JP H0865211A
- Authority
- JP
- Japan
- Prior art keywords
- transmission
- input signal
- echo
- frequency component
- transmission input
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Landscapes
- Interconnected Communication Systems, Intercoms, And Interphones (AREA)
- Cable Transmission Systems, Equalization Of Radio And Reduction Of Echo (AREA)
Abstract
(57)【要約】
【目的】 送信入力信号の低域成分に対してエコーキャ
ンセルを行うことによって、処理量を低減し、装置の小
型、低価格化を図る。
【構成】 送信入力信号を帯域分割器12によって高域
成分と低域成分に分割する。音声信号などは低域にエネ
ルギー重心があり、また、高周波は空気減衰も大きくマ
イクへの回り込みも少ない。さらに、周波数が低いほど
信号の自己相関も低いので、低域成分にエコーキャンセ
ルをかけると、その効果が高い。このような理由から、
エコーキャンセル部14により低域成分だけにエコーキ
ャンセル処理を行ない、高域成分はなにも処理せずその
まま帯域統合器15へと導く。
(57) [Abstract] [Purpose] By performing echo cancellation on the low-frequency component of the transmission input signal, the processing amount is reduced, and the size and cost of the device are reduced. A transmission input signal is divided into a high frequency component and a low frequency component by a band divider 12. Audio signals have an energy center of gravity in the low frequency range, and high frequencies have large air attenuation and little wraparound to the microphone. Furthermore, the lower the frequency is, the lower the autocorrelation of the signal is. Therefore, when the echo cancellation is applied to the low frequency component, the effect is high. For this reason,
The echo canceling unit 14 performs echo canceling processing only on the low frequency component, and guides the high frequency component as it is to the band integrator 15 without any processing.
Description
【0001】[0001]
【産業上の利用分野】本発明は、エコーキャンセラーに
関し、より詳細には、テレビ会議端末など、スピーカと
マイクによる双方向同時通話を行う機器の、音響エコー
をキャンセルするエコーキャンセラーに関する。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an echo canceller, and more particularly to an echo canceller for canceling an acoustic echo of a device such as a video conference terminal that performs a two-way simultaneous call using a speaker and a microphone.
【0002】[0002]
【従来の技術】図3は、一般的なエコーキャンセラーの
動作説明をするための図で、受信信号はスピーカ10か
ら出力されるが、その一部はエコーパスを経由して、マ
イク11に回り込み、送信入力信号に加わる。これがエ
コーであり、このエコーを減衰させるものがエコーキャ
ンセラー9である。エコーキャンセラー9は学習同定法
などによってエコーパスのインパルス応答を推定し、こ
れを受信信号に畳込んで生成した擬似エコーを逆位相で
送信入力信号に加えることでエコーを減衰させる。2. Description of the Related Art FIG. 3 is a diagram for explaining the operation of a general echo canceller. A received signal is output from a speaker 10, a part of which goes around to a microphone 11 via an echo path. Add to the transmit input signal. This is an echo, and the echo canceller 9 attenuates this echo. The echo canceller 9 estimates the impulse response of the echo path by the learning identification method or the like, and adds the pseudo echo generated by convolving the impulse response to the reception signal in the opposite phase to the transmission input signal to attenuate the echo.
【0003】さて、良好な通話品質を確保するための広
帯域エコーキャンセラーを実現するためには、サンプリ
ング周波数が高いため、非常に高速の演算が要求され、
大規模なハードウェアが必要となり、これが小型化低価
格の妨げとなっている。対象信号の帯域分割を行なって
それぞれの帯域毎にエコーキャンセラー処理を行なう
と、処理上の実質サンプリング周波数を半分にすること
が出来るので、この方法を使って処理量の低減を狙った
ものが帯域分割型エコーキャンセラーである。Now, in order to realize a wideband echo canceller for ensuring good speech quality, a very high speed operation is required due to the high sampling frequency.
Large-scale hardware is required, which prevents miniaturization and low price. By dividing the target signal into bands and performing echo canceller processing for each band, the effective sampling frequency can be halved, so this method is used to reduce the amount of processing. It is a split-type echo canceller.
【0004】[0004]
【発明が解決しようとする課題】従来の帯域分割型エコ
ーキャンセラーではフィルター演算は半分になるが、そ
の他の処理は変わらず、さらに帯域分割など新たに加わ
る処理量の増加を考えると、それほど大きな処理量の低
減は見込めない。本発明は、上述のごとき実情に鑑みて
なされたもので、性能劣化を最小限に抑えつつ、さらな
る処理量の低減を目的としてなされたものである。In the conventional band-division type echo canceller, the filter operation is halved, but the other processing remains unchanged. Considering the increase in the amount of additional processing such as band-division, the processing is so large. The amount cannot be reduced. The present invention has been made in view of the actual situation as described above, and has been made for the purpose of further reducing the processing amount while minimizing performance deterioration.
【0005】[0005]
【課題を解決するための手段】本発明は、上記課題を解
決するために、(1)送信入力信号を低域成分と高域成
分に分割する帯域分割器と、この低域成分と高域成分を
合成する帯域統合器と、受信出力信号の一部が送信入力
信号に回り込むエコーを逆位相の擬似エコーによって打
ち消すエコーキャンセル部とを有し、送信入力信号の前
記低域成分のみをエコーキャンセル部に通すことを特徴
とするものであり、更には、(2)送信入力信号が送信
すべき信号かどうかを判定する送信判定部を有し、該送
信判定部が送信不要と判断した場合に、送信入力信号の
高域成分に対して減衰を行なうこと、或いは、(3)前
記送信判定部は送信入力信号パワーレベルが一定値以下
の場合に送信不要と判断すること、或いは、(4)前記
送信判定部は受信出力信号パワーレベルが一定値以上の
場合に送信不要と判断すること、或いは、(5)前記送
信判定部は受信出力信号と送信入力信号の相関レベルが
一定値以上の場合に送信不要と判断すること、或いは、
(6)受信出力信号と送信入力信号の相関レベルを計算
する際に、受信信号にエコーパスの伝播遅延に相当する
遅延を施す遅延器を有すること、或いは、(7)送信入
力信号に対してあらかじめ遅延をかけることによって前
記送信判定部における判定にかかる時間遅れを補正する
こと、或いは、(8)前記送信判定部における判定結果
をダブルトーク状態の検出にも用いることを特徴とした
ものである。In order to solve the above problems, the present invention provides (1) a band divider for dividing a transmission input signal into a low frequency component and a high frequency component, and the low frequency component and the high frequency component. It has a band integrator for synthesizing the components and an echo canceling unit for canceling the echo, which is a part of the reception output signal wrapping around to the transmission input signal, by the pseudo echo of the opposite phase, and echo cancels only the low frequency component of the transmission input signal And (2) a transmission determination unit that determines whether the transmission input signal is a signal to be transmitted, and when the transmission determination unit determines that transmission is unnecessary, Attenuating the high frequency component of the transmission input signal, or (3) the transmission determination unit determines that transmission is unnecessary when the power level of the transmission input signal is below a certain value, or (4) The transmission determination unit receives If the power level of the input signal is equal to or higher than a certain value, it is determined that the transmission is not necessary, or (5) if the correlation level between the received output signal and the transmission input signal is equal to or more than a certain value, the transmission determination unit determines that the transmission is unnecessary. Or
(6) When calculating the correlation level between the reception output signal and the transmission input signal, a delay device for delaying the reception signal by a propagation delay of the echo path is provided, or (7) the transmission input signal is previously processed. It is characterized in that a time delay required for the determination in the transmission determination unit is corrected by applying a delay, or (8) the determination result in the transmission determination unit is also used for detecting a double talk state.
【0006】[0006]
【作用】送信入力信号を低域成分と高域成分に分割する
帯域分割器と、低域成分と高域成分を合成する帯域統合
器と、受信出力信号の一部が送信入力信号に回り込むエ
コーを逆位相の擬似エコーによって打ち消すエコーキャ
ンセル部を有し、送信入力信号の前記低域成分のみを前
記エコーキャンセル部に通す。更に、送信入力信号が送
信すべき信号かどうかを判定する送信判定部を有し、該
送信判定部が送信不要と判断した場合に、送信入力信号
の前記高域成分に対して減衰を行なう。[Function] A band divider that divides a transmission input signal into low-frequency components and high-frequency components, a band combiner that combines low-frequency components and high-frequency components, and an echo in which a part of the reception output signal wraps around to the transmission input signal. Is canceled by a pseudo echo having an opposite phase, and only the low frequency component of the transmission input signal is passed through the echo canceling unit. Further, the transmission determining unit has a transmission determining unit that determines whether or not the transmission input signal is a signal to be transmitted, and when the transmission determining unit determines that transmission is unnecessary, the high frequency component of the transmission input signal is attenuated.
【0007】[0007]
【実施例】図1は、本発明の第1の実施例における電気
回路を示す図で、図中、送信入力信号をQuadrature M
irror Filterなどの帯域分割器12によって高域成分
と低域成分に分割する。このような装置の主たる対象信
号である音声信号などは低域にエネルギー重心がある。
また、高周波は空気減衰も大きくマイクへの回り込みも
少ない。さらに、周波数が低いほど信号の自己相関も低
いので、エコーキャンセラーの効果が高い。このような
理由から、低域成分だけにエコーキャンセラー処理を行
なうようにしても総合性能の劣化はそれほど大きくな
い。そこで、低域成分はエコーキャンセラー14を通
し、ここで受信信号の低域成分を帯域分割器13を通し
た逆位相の擬似エコーでキャンセルし、高域成分はなに
も処理せずそのまま帯域統合器15へと導く。1 is a diagram showing an electric circuit according to a first embodiment of the present invention, in which a transmission input signal is a Quadrature M
A band divider 12 such as an irror filter divides the high-frequency component and the low-frequency component. An audio signal, which is a main target signal of such a device, has an energy center of gravity in the low frequency range.
In addition, high frequencies have large air attenuation and little wraparound to the microphone. Further, the lower the frequency is, the lower the autocorrelation of the signal is, so that the effect of the echo canceller is high. For this reason, the deterioration of the overall performance is not so large even if the echo canceller processing is performed only on the low frequency components. Therefore, the low-frequency component is passed through the echo canceller 14, where the low-frequency component of the received signal is canceled by the pseudo echo of the opposite phase passed through the band divider 13, and the high-frequency component is directly processed into the band without any processing. Lead to vessel 15.
【0008】図2は、本発明の第2の実施例における電
気回路を示す図で、低域成分は第1の実施例と同様にエ
コーキャンセル処理を行なうが、高域成分には送信判定
部20によって制御される減衰器が加えられる。なお、
図ではわかりやすさのために減衰器をスイッチ21で表
している。ここで、送信判定部20が減衰を行なうと判
断する第1の条件は、送信入力信号のパワーレベルが所
定の値より小さいというものである。すなわち、近端話
者の音声が入力されたと考えられる場合以外のゲインを
絞ってしまうものであり、パワーレベル計算部22によ
り、送信入力信号のパワーレベルを計算し、そのレベル
が所定値以下の場合に減衰をかける。第2の条件は受信
信号がある程度のパワーを持っている場合をエコーが発
生する可能性のある場合と見なして、これを検出した場
合に減衰をかけるものであり、パワーレベル計算部23
により受信信号のパワーレベルを計算し、そのレベルが
所定値以上の場合に減衰をかける。第3の条件は受信信
号と送信入力信号の相関が高い場合であり、この場合は
送信入力信号はエコーである可能性が高い。なお、相関
レベルの計算は相関レベル計算部24によって行う。こ
の際、受信信号と送信入力信号との間には空間伝播遅延
が存在するので、図のように、受信信号には遅延器25
を通した後に相関を計算するとよりよい。以上の条件の
うち、少なくとも1つ以上を使って送信判定を行なう。FIG. 2 is a diagram showing an electric circuit according to a second embodiment of the present invention, in which echo cancellation processing is performed on the low frequency component as in the case of the first embodiment, but for the high frequency component the transmission judging section is used. An attenuator controlled by 20 is added. In addition,
In the figure, the attenuator is represented by a switch 21 for the sake of clarity. Here, the first condition that the transmission determination unit 20 determines to perform the attenuation is that the power level of the transmission input signal is smaller than a predetermined value. That is, the gain is narrowed down except when it is considered that the voice of the near-end speaker is input. The power level calculation unit 22 calculates the power level of the transmission input signal, and the level is below a predetermined value. Attenuate if. The second condition is that the case where the received signal has a certain level of power is regarded as a case where an echo is likely to occur, and attenuation is applied when this is detected. The power level calculation unit 23
The power level of the received signal is calculated by and the attenuation is applied when the level is equal to or higher than a predetermined value. The third condition is that the received signal and the transmitted input signal have a high correlation, and in this case, the transmitted input signal is likely to be an echo. The correlation level calculation unit 24 calculates the correlation level. At this time, since there is a spatial propagation delay between the reception signal and the transmission input signal, a delay device 25 is added to the reception signal as shown in the figure.
It is better to calculate the correlation after passing through. The transmission determination is performed using at least one of the above conditions.
【0009】また、図2のような構成では送信判定部で
パワーや相関レベルを計算するために多少の時間を要す
るため厳密に話者の音声などの開始点を検出することは
難しく、いわゆる、語頭切れなどの問題が起こるが、本
発明では減衰は高域成分のみにかかっているので通話に
大きな支障をきたすものではない。さらに、送信判断の
ための分岐の後の入力送信信号を遅延器26に通して、
送信判定にかかる時間だけ遅らせることによって、語頭
切れを防ぐことも出来る。また、以上説明したような送
信判定部の機能は、エコーキャンセラーのフィルター係
数更新の可否を判定するダブルトーク判定の機能に非常
に近いものであるため、送信判定部の出力をダブルトー
ク検出部でも使用することも有用である。Further, in the configuration as shown in FIG. 2, it takes some time to calculate the power and the correlation level in the transmission determining section, so that it is difficult to strictly detect the start point of the voice of the speaker. Although a problem such as a break in a word occurs, in the present invention, since the attenuation is applied only to the high frequency component, it does not seriously hinder the communication. Further, the input transmission signal after the branch for the transmission judgment is passed through the delay device 26,
It is also possible to prevent the beginning of a word from being cut off by delaying the time required for transmission determination. Further, since the function of the transmission determination unit as described above is very close to the function of the double talk determination that determines whether or not the filter coefficient of the echo canceller can be updated, the output of the transmission determination unit can be used even in the double talk detection unit. It is also useful to use.
【0010】[0010]
【発明の効果】以上の説明から明らかなように、本発明
によると、以下のような効果が得られる。 〔請求項1に対応する効果〕送信入力信号の低域成分の
みに対してエコーキャンセル処理を行なうことによっ
て、処理量が大幅に低減出来、装置の小型化低価格化が
期待できる。 〔請求項2に対応する効果〕送信不要時に、送信入力信
号の高域成分に対して減衰を行なうことによって、高域
に残ったエコーを減衰することが出来、通話品質が向上
する。 〔請求項3に対応する効果〕送信入力信号のパワーレベ
ルが一定値以下の場合に送信不要と判断することによっ
て、送話者の発話と判断されるもの以外のエコーを含む
すべての雑音を減衰することが出来る。 〔請求項4に対応する効果〕受信出力信号パワーレベル
が一定値以上の場合に送信不要と判断することによっ
て、エコーが発生する可能性がある場合のみ高域が減衰
され、送話者の発話を誤判断する可能性が減るため通話
の確実性が増す。 〔請求項5に対応する効果〕受信信号と送信入力信号の
相関レベルが一定値以上の場合に送信不要と判断するこ
とによって、エコー検出がより確実に行えるため通話の
確実性が増す。 〔請求項6に対応する効果〕受信出力信号と送信入力信
号の相関レベルを計算する際に受信信号にエコーパスの
伝播遅延に相当する遅延を施す遅延器を有することによ
って、相関レベル計算が正確に行なえるため通話の確実
性が増す。 〔請求項7に対応する効果〕送信入力信号に対してあら
かじめ遅延をかけることによって送信判定部における判
定における時間遅れを補正することによって、発話の語
頭切れなどが防止でき、通話の確実性が増す。 〔請求項8に対応する効果〕送信判定部における判定結
果をダブルトーク状態の検出にも用いることによって、
構成を簡略化できるため、部品点数削減、プログラムス
テップの削減などによって装置の小型化低価格化が期待
できる。As is apparent from the above description, according to the present invention, the following effects can be obtained. [Effects corresponding to claim 1] By performing the echo canceling process only on the low frequency component of the transmission input signal, the processing amount can be greatly reduced, and the miniaturization of the device and the cost reduction can be expected. [Effect corresponding to claim 2] When transmission is not necessary, attenuation is performed on the high frequency component of the transmission input signal, so that the echo remaining in the high frequency can be attenuated and the speech quality is improved. [Effect corresponding to claim 3] When the power level of the transmission input signal is equal to or lower than a certain value, it is determined that transmission is not necessary, so that all noise including echo other than that determined to be the utterance of the speaker is attenuated. You can do it. [Effect corresponding to claim 4] By determining that transmission is not necessary when the received output signal power level is equal to or higher than a certain value, the high frequency range is attenuated only when an echo may occur, and the utterance of the speaker is generated. The possibility of making a wrong decision is reduced, and the certainty of the call is increased. [Effect corresponding to claim 5] When the correlation level between the reception signal and the transmission input signal is equal to or higher than a certain value, it is judged that the transmission is not necessary, so that echo detection can be performed more reliably, so that the certainty of the call is increased. [Effect corresponding to claim 6] When the correlation level between the reception output signal and the transmission input signal is calculated, the correlation level can be calculated accurately by having a delay device for delaying the reception signal by a delay equivalent to the propagation delay of the echo path. Because it can be done, the certainty of the call increases. [Effects corresponding to claim 7] By correcting the time delay in the determination in the transmission determination unit by delaying the transmission input signal in advance, it is possible to prevent the beginning of the utterance from being uttered and increase the certainty of the call. . [Effect corresponding to claim 8] By using the determination result in the transmission determination unit also for detecting the double talk state,
Since the configuration can be simplified, the number of parts can be reduced, the number of program steps can be reduced, and the size and cost of the device can be reduced.
【図1】 本発明の第1の実施例を説明するための電気
回路図である。FIG. 1 is an electric circuit diagram for explaining a first embodiment of the present invention.
【図2】 本発明の第2の実施例を説明するための電気
回路図である。FIG. 2 is an electric circuit diagram for explaining a second embodiment of the present invention.
【図3】 エコーキャンセラーの動作原理を説明するた
めの図である。FIG. 3 is a diagram for explaining the operation principle of an echo canceller.
10…スピーカ、11…マイクロフォン、12,13…
帯域分割器、14…エコーキャンセル部、15…帯域統
合器、20…送信判定部、21…スイッチ(減衰器)、
22…送信入力信号のパワーレベル計算部、23…受信
信号のパワーレベル計算部、24…相関レベル計算部、
25,26…遅延器。10 ... Speaker, 11 ... Microphone, 12, 13 ...
Band divider, 14 ... Echo canceling unit, 15 ... Band integrating unit, 20 ... Transmission determining unit, 21 ... Switch (attenuator),
22 ... Transmission input signal power level calculation unit, 23 ... Reception signal power level calculation unit, 24 ... Correlation level calculation unit,
25, 26 ... Delay device.
Claims (8)
割する帯域分割器と、低域成分と高域成分を合成する帯
域統合器と、受信出力信号の一部が送信入力信号に回り
込むエコーを逆位相の擬似エコーによって打ち消すエコ
ーキャンセル部とを有し、送信入力信号の前記低域成分
のみを前記エコーキャンセル部に通すことを特徴とする
エコーキャンセラー。1. A band divider for dividing a transmission input signal into a low-frequency component and a high-frequency component, a band combiner for synthesizing a low-frequency component and a high-frequency component, and a part of a reception output signal as a transmission input signal. An echo canceller, which has an echo canceling unit that cancels a wraparound echo by a pseudo echo having an opposite phase, and passes only the low-frequency component of a transmission input signal to the echo canceling unit.
を判定する送信判定部を有し、該送信判定部が送信不要
と判断した場合に、送信入力信号の前記高域成分に対し
て減衰を行なうことを特徴とする請求項1記載のエコー
キャンセラー。2. A transmission determination unit that determines whether or not the transmission input signal is a signal to be transmitted, and attenuates the high frequency component of the transmission input signal when the transmission determination unit determines that transmission is unnecessary. The echo canceller according to claim 1, wherein
ベルが一定値以下の場合に送信不要と判断することを特
徴とする請求項2記載のエコーキャンセラー。3. The echo canceller according to claim 2, wherein the transmission determination unit determines that transmission is unnecessary when the power level of the transmission input signal is below a certain value.
ベルが一定値以上の場合に送信不要と判断することを特
徴とする請求項2記載のエコーキャンセラー。4. The echo canceller according to claim 2, wherein the transmission determination unit determines that transmission is unnecessary when the power level of the received output signal is equal to or higher than a certain value.
力信号の相関レベルが一定値以上の場合に送信不要と判
断することを特徴とする請求項2記載のエコーキャンセ
ラー。5. The echo canceller according to claim 2, wherein the transmission determining unit determines that transmission is unnecessary when the correlation level between the reception output signal and the transmission input signal is a certain value or more.
ルを計算する際に、受信信号にエコーパスの伝播遅延に
相当する遅延を施す遅延器を有することを特徴とする請
求項5記載のエコーキャンセラー。6. The echo canceller according to claim 5, further comprising a delay device for delaying the reception signal by a propagation delay of an echo path when calculating the correlation level between the reception output signal and the transmission input signal. .
かけることによって前記送信判定部における判定にかか
る時間遅れを補正することを特徴とする請求項2記載の
エコーキャンセラー。7. The echo canceller according to claim 2, wherein the transmission input signal is delayed in advance to correct the time delay required for the determination by the transmission determination unit.
ルトーク状態の検出にも用いることを特徴とする請求項
2記載のエコーキャンセラー。8. The echo canceller according to claim 2, wherein the determination result of the transmission determination unit is also used for detecting a double-talk state.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP19338994A JPH0865211A (en) | 1994-08-17 | 1994-08-17 | Echo canceller |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP19338994A JPH0865211A (en) | 1994-08-17 | 1994-08-17 | Echo canceller |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| JPH0865211A true JPH0865211A (en) | 1996-03-08 |
Family
ID=16307128
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP19338994A Pending JPH0865211A (en) | 1994-08-17 | 1994-08-17 | Echo canceller |
Country Status (1)
| Country | Link |
|---|---|
| JP (1) | JPH0865211A (en) |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP1515307A1 (en) * | 2003-09-04 | 2005-03-16 | Kabushiki Kaisha Toshiba | Method and apparatus for audio coding with noise suppression |
| JP2007189543A (en) * | 2006-01-13 | 2007-07-26 | Oki Electric Ind Co Ltd | Echo canceller |
| WO2009107750A1 (en) * | 2008-02-29 | 2009-09-03 | ヤマハ株式会社 | Acoustic echo canceler |
| JP2009271556A (en) * | 2009-08-18 | 2009-11-19 | Kddi Corp | Audio information classifying device |
| US8284947B2 (en) | 2004-12-01 | 2012-10-09 | Qnx Software Systems Limited | Reverberation estimation and suppression system |
-
1994
- 1994-08-17 JP JP19338994A patent/JPH0865211A/en active Pending
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP1515307A1 (en) * | 2003-09-04 | 2005-03-16 | Kabushiki Kaisha Toshiba | Method and apparatus for audio coding with noise suppression |
| US7443978B2 (en) | 2003-09-04 | 2008-10-28 | Kabushiki Kaisha Toshiba | Method and apparatus for audio coding with noise suppression |
| US8284947B2 (en) | 2004-12-01 | 2012-10-09 | Qnx Software Systems Limited | Reverberation estimation and suppression system |
| JP2007189543A (en) * | 2006-01-13 | 2007-07-26 | Oki Electric Ind Co Ltd | Echo canceller |
| WO2009107750A1 (en) * | 2008-02-29 | 2009-09-03 | ヤマハ株式会社 | Acoustic echo canceler |
| JP2009271556A (en) * | 2009-08-18 | 2009-11-19 | Kddi Corp | Audio information classifying device |
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