The invention relates to techniques for reducing acoustic feedback, and more particularly relates to such techniques in which a digital notch filter algorithm is employed for a plurality of acoustic channels.
Notch filters are often used to reduce acoustic feedback in sound amplification systems, including public address systems and music delivery systems in which microphones and speakers are deployed. For example, U.S. Pat. No. 4,091,236 (Chen, issued May 23, 1978) describes an analog notch filter for an audio signal to suppress acoustic feedback. The apparatus receives an audio signal that is substantially non-periodic in the absence of acoustic feedback and substantially periodic with an instantaneous dominant frequency in the presence of such feedback.
The duration of successive periods are monitored and compared by an up/down counter to determine whether the audio input signal is substantially periodic and to determine the instantaneous dominant frequency of the audio signal. Upon detection of an audio signal that is substantially periodic, the notch filter is tuned to the instantaneous dominant frequency so as to suppress the acoustic feedback.
U.S. Pat. No. 4,232,192 (Beex, issued Nov. 4, 1980) describes an integrator/detector that determines when an audio signal has exceeded a threshold for a selected number of cycles. If the threshold is exceeded for the selected number of cycles, a sampler circuit samples a voltage corresponding to the frequency that has exceeded the threshold. The sampled voltage is used by a voltage frequency converter in order to adjust the notch of a notch filter implemented in hardware.
U.S. Pat. No. 5,245,665 (Lewis et al., issued Sep. 14, 1993) describes a device for suppressing feedback in which a Fast Fourier Transform is conducted on samples of digitized signals to produce corresponding frequency spectrums. The magnitudes of the spectrum at various frequencies are analyzed to determine one or more peak frequencies that are 33 decibels greater than harmonics or sub-harmonics of the frequency in an attempt to detect resonating feedback frequencies. Two processors are required. A primary processor periodically collects a series of the passing digital signals and conducts a Fast Fourier Transform on each collected series of digital signals. The frequency spectrums produced by the Fast Fourier Transform are examined by the primary processor to discover the presence of any resonating feedback frequency. Filter control signals are passed by the primary processor, along with the digital sound signals, to a secondary processor which operates a digital filtering algorithm in accordance with the filter control signals to attenuate resonating feedback frequencies in the stream of digital signals.
U.S. Pat. No. 5,999,631 (Porayath, et al., issued Dec. 7, 1999) employs an algorithm defining a digital filter with a notch adjustable to a plurality of notch values for a single acoustic channel. Feedback is located by comparing values resulting from the processing with the notch adjusted to different notch values. Notch filter coefficients are generated directly by the feedback detector, in which feedback is detected if a first harmonic component is sufficiently small relative to a fundamental component. The notch values are adjusted until the signals processed by the notch filter algorithm result in a minimum mean squared value over a time window. After the feedback has been located using the notch filter algorithm, digital output signals are generated by executing the algorithm with the notch adjusted to the notch value at which the minimum mean squared value results. The digital output signals then are converted to corresponding analog signals that are transmitted to a speaker.
The approaches of the prior art, as described heretofore, reduce acoustic feedback on an individual channel basis. However, public address systems and music delivery systems may utilize a plurality of channels, such as a stereophonic (2-channel) acoustic system. A listener is typically very sensitive to any differences of operation between channels (often referred as “stereo image”), even though the differences may seem insignificant in an absolute sense. Furthermore, a notch filter may be deployed on one channel and not the other. Such an occurrence would cause a higher degradation of the stereo image. Thus, it would be an advancement of the art to provide apparatuses and methods that assist in balancing a plurality of acoustic channels for an acoustic delivery system.
The present invention improves processing of acoustic signals by reducing acoustic feedback in an acoustic system, including a public address system, hearing aid, teleconferencing system, hands-free communication interface, and music delivery system. An aspect of the invention is a multi-channel digital feedback reducer (DFR) system that comprises a plurality of channel elements. In an embodiment of the invention, each channel element comprises a notch filter configuration having an adaptive notch filter and an operative notch filter. The operative notch filter processes a signal received from an acoustic input device (e.g. a microphone) and provides the processed signal to an acoustic output device (e.g. a speaker), in which acoustic feedback between the acoustic input device and the acoustic output device is ameliorated. If acoustic feedback is detected by a channel element, the channel element informs other channel elements of the multi-channel DFR system about the detected feedback. In such a case, the other channel elements may continue searching for feedback on the associated channels and configure the associated operative notch filters once filter parameters are sent by the channel element to the other channel elements. Experimental data indicates that a multi-channel DFR system having intra-system communication operates faster than a DFR configuration in which each channel element operates in an independent and isolated fashion.
An exemplary embodiment of the invention is provided for a stereophonic DFR system. The stereophonic DFR system comprises a right channel and a left channel. Each channel element has an associated operative notch filter that can be configured for a plurality of notches having different notch depths and notch frequencies. In the exemplary embodiment, if a channel element (left channel element or right channel element) detects an acoustic feedback component on the associated channel, the channel element ameliorates the associated feedback component. Additionally, that channel element informs the other channel element through a communications pathway. The other channel element may continue to detect acoustic feedback on its channel while waiting for filter information.
A more complete understanding of the present invention and the advantages thereof may be acquired by referring to the following description in consideration of the accompanying drawings, in which like reference numbers indicate like features and wherein:
Processor 105 processes the left channel (corresponding to an input 151 and an output 153) with an operative notch filter 123 and the right channel (corresponding to an input 155 and an output 157) with an operative notch filter 127. (A functional architecture for operative notch filters 123 and 127 is discussed in the context of
Whenever adaptive notch filter 125 detects acoustic feedback in step 201 and if the other adaptive notch filter 127 is not deploying (i.e. configuring) its operative notch filter 129 (as determined in step 203), adaptive notch filter 125 will configure its operative notch filter 123 by ramping an existing or a new notch for operative notch filter 123 in step 207. Additionally, operative notch filter 123 notifies operative notch filter 129 (its “partner”) that acoustic feedback has been detected as shown in step 201. In such a case, adaptive notch filter 127 may continue search for acoustic feedback on the right channel as shown in step 209. However, in such a case, adaptive notch filter 127 does not configure operative notch filter 129 until adaptive notch filter 125 has completed deploying operative notch 123 and operative notch filter 123 has sent the corresponding filter parameters to operative notch filter 129. In the embodiment, operative notch filters 123 and 129 can operate with 16 notch filters, where the number of notch filters is configurable and where each notch filter corresponds to a notch frequency and a notch depth varying from 0 dB and 18 dB. Notch depths for different notch frequencies may differ in magnitude. However, variations of the embodiment may utilize a different number of notch filters.
However, in step 203, if adaptive notch filter 127 is configuring (deploying) operative notch filter 129 and if adaptive notch filter 125 detects acoustic feedback on the left channel, adaptive notch filter 125 will defer configuring operative notch filter 123 in accordance with detecting acoustic feedback on the left channel. Rather, in step 205, operative notch filter 123 will wait for receiving filter parameters from operative notch filter 129 (its “partner”) and adaptive notch filter 125 will continue searching for feedback detection on the left channel. When operative notch filter 123 receives the filter parameters, operative notch filter 123 is configured in accordance with the received filter parameters.
Although the embodiment shown in
With entry 301, both left DFR 161 and right DFR 163 are searching for acoustic feedback (as designated by “detector running”). With entry 303, right DFR 163 detects acoustic feedback on the right channel (corresponding to an event “feedback detected on right channel”) and consequently sends a semaphore (flag) over communications path 159 to notify left DFR 161 that acoustic feedback has been detected by DFR 163. Upon receiving the semaphore as shown in entry 305, left DFR 161 continues searching for acoustic feedback on the left channel. If during the time that DFR 161 is waiting for filter parameters (data) from DFR 163, DFR 161 will not deploy (configure) operative notch filter 123 in accordance with parameters determined by adaptive notch filter 125 if DFR 161 detects acoustic feedback on the left channel. Rather, adaptive notch filter 125 will continue searching for acoustic feedback on the left channel and will defer configuring operative notch filter 123 until operative notch filter 129 sends filter data (parameters) to operative notch filter 123 over communications path 159 and operative notch filter 123 is configured according to the sent filter data. With entry 305, operative notch filter 129 either deepens an existing notch or creates a notch at a new frequency. (The operation of operative notch filters 123 and 129 are discussed in the context of
With entry 307, operative notch filter 129 ramps the notch. (In the embodiment of the invention, the notch is increased 0.5 dB per 10 msec until the notch is deepened 3 dB, which takes approximately 60 msec. Ramping the notch ameliorates a perceptible degradation by a user of DFR system 100 by gradually inducing the notch. (With a plurality of ramping operations corresponding to detecting acoustic feedback at different times, the notch may be deepened to 18 dB in the embodiment.) In entry 309, left DFR 161 detects acoustic feedback on the left channel and sends a semaphore to right DFR 161 over communications path 159. However, as previously mentioned, adaptive notch filter 125 defers configuring operative notch filter 123 in accordance with the detected acoustic feedback on the left channel.
With entry 311 left DFR 161 waits for filter parameter information from right DFR 163. Right DFR 163 completes ramping the associated notch and sends filter parameters to DFR 161 over communications path 159. In the embodiment, filter parameters comprise a frequency of the notch (Fi), a bandwidth of the notch (BWi), and a gain of the notch (Gi). The filter parameters are discussed in the context of
With entry 315, left DFR 161 configures operative notch filter 123 in accordance with acoustic feedback that is detected by adaptive filter 125 on the left channel. Right DFR 163 continues searching for acoustic feedback on the right channel. With entry 317, operative notch filter 123 completes its configuration and sends filter parameters to operative notch filter 129. Consequently, with entry 319, operative notch filter 129 is configured in accordance with the received filter parameters. With entry 321, both DFR 161 and DFR 163 continue search for acoustic feedback on respective channels.
If the channel element does detect acoustic feedback on its channel subsequent to receiving a semaphore from another channel element, the channel element enters state 505, in which the channel element configures the associated operative filter in accordance with filter parameters that are received from the other channel element and returns to state 403 through transition 411.
With the embodiment of the invention, interaction among the channel elements ensures that each channel element incorporates the same notch filters as the other channel elements. However, with other embodiments of the invention, varying spatial separation between channel elements of an N-channel DFR system may cause a varying acoustic correlation between different channel elements. In such a case, the channel elements may be grouped so that a channel element does not interact with all other channel elements but only with a subset of channel elements having a sufficiently high acoustic correlation. For example, channel elements that are the most spatially separated may not interact, while adjacent channel elements may interact in order to share filter information.
The input sample values resulting from automatic gain control in step 612 (i.e., values x(n)) are operated on by an adaptive notch filter algorithm in step 614.
The notch filter algorithm adapts parameter k0 until the presence of acoustic feedback, if any, is detected. A value of k is calculated according to the following equation:
from which k0(n) is calculated, where
k′0(n)=(1−γ)k′0(n−1)+γk0(n),
C(n+1)=λC(n)+A(n+1)B(n+1),
D(n+1)=λD(n)+A(n+1)A(n+1),
A(n+1)=2*s0(n),
B(n+1)=s0(n+1)+s0(n−1),
and
s0(n+1)=x(n+1)−k0(n)(1+α)s0(n)−α*s0(n−1),
where α is a parameter that may range in value from 0.99 to 0.999 and corresponds to the phase angle bandwidth of the notch filter that may vary from 0.0375 to 0.075 degrees.
In step 614, the value of k0 converges on a first value at which the values resulting from the notch filter algorithm described in
In step 616, value s2 is used to generate first remainder values by subtracting the values of s2 from the input values x(n). In step 618, a first resultant value is calculated by taking the absolute value of the first remainder values and averaging them over time. Averaging is achieved by calculating the average of the absolute value signals using the following equation:
z(n)=β*y(n)+(1−β)*y(n−1)+(1−β)2*y(n−2)+ . . . +(1−β)10*y(n−10)+ (EQ. 2)
The term β determines the averaging ratio, viz. the most recent sample is multiplied by the value of β and the previous value of the average output is multiplied by a term (1−β). This is the same concept as multiplying older values of y by a smaller term. Values of β are chosen for optimum performance and determine the value to which z would average to for a given signal input.
In step 620, the value of k0 for the algorithm illustrated in
The output digital signals resulting from step 738 are sent to a digital to analog converter (107 or 117 as shown in
The flow diagrams shown in
The embodiment of the invention, as shown in state diagrams 400 and 500, may utilize different notch filter configurations. The notch filters shown in
As can be appreciated by one skilled in the art, a computer system with an associated computer-readable medium containing instructions for controlling the computer system can be utilized to implement the exemplary embodiments that are disclosed herein. The computer system may include at least one computer such as a microprocessor, digital signal processor, and associated peripheral electronic circuitry.
This application claims priority to provisional U.S. Application. No. 60/453,318, filed Mar. 10, 2003.
Number | Name | Date | Kind |
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4088834 | Thurmond | May 1978 | A |
4091236 | Chen | May 1978 | A |
4177356 | Jaeger et al. | Dec 1979 | A |
5119428 | Prinssen | Jun 1992 | A |
5142586 | Berkhout | Aug 1992 | A |
5245665 | Lewis et al. | Sep 1993 | A |
5506910 | Miller et al. | Apr 1996 | A |
5937070 | Todter et al. | Aug 1999 | A |
6381272 | Ali | Apr 2002 | B1 |
Number | Date | Country | |
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20040179387 A1 | Sep 2004 | US |
Number | Date | Country | |
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60453318 | Mar 2003 | US |