Circuit and method for the adaptive suppression of noise
The circuit for adaptive suppression of noise is a component part of a digital-hearing aid, consists of two microphones ( 1, 2 ), two AD—converters ( 3, 4 ), two compensating filters ( 5, 6 ), two retarding elements ( 7, 8 ), two subtractors ( 9, 10 ), a processing unit ( 11 ), a DA—converter ( 13 ), an earphone ( 15 ) as well as the two filters ( 17, 18 ). The method for adaptive suppression of noise can be implemented with the indicated circuit. The two microphones ( 1, 2 ), provide two differing electric signals (d 1 (t), d 2 (t)), which are digitalized in the two AD—converters ( 3, 4 ) and pre-processed together with the two fixed compensation filters ( 5, 6 ). Downstream the compensation filters are arranged the two filters ( 17, 18 ) symmetrically crosswise in a forward direction and having adaptive filter coefficients (w 1 , w 2 ). The filter coefficients (w 1 , w 2 ) are calculated by a stochastic gradient procedure and updated in real time while minimizing a quadratic cost function consisting of cross-correlation terms. As a result of this, spectral differences of the input signals are selectively amplified. With a suitable positioning of the microphones ( 1, 2 ) or selection of the directional characteristics, the signal to noise ratio of output signals (s 1 , s 2 ) compared to that of the individual microphone signals (d 1 (t), d 2 (t)) can be significantly increased. Preferably, one of the two improved output signals (s 1 , s 2 ) within one of the processing units ( 11, 12 ) is subjected to the usual processing specific to hearing aids, sent to one of the DA—converters ( 13, 14 ) and acoustically output once again through one of the earphones ( 15, 16 ). Four additional cross-over element filters ( 19-22 ) carry out a signal-dependent transformation of the input and output signals (y 1 , y 2 ; s 1 , s 2 ), and solely the transformed signals are utilized for the updating of the filter coefficients (w 1 , w 2 ). This makes possible a rapidly reacting, and nonetheless calculation-efficient updating of the filter coefficients (w 1 , w 2 ), and in contrast to other methods only causes minimal audible distortions.
1. A circuit for the calculation of two de-correlated digital output signals (s 1 , s 2 ) from two correlated digital input signals (y 1 , y 2 ), said circuit comprising two filters arranged symmetrically crosswise in a forward direction ( 17 , 18 ) with adaptive filter coefficients (w 1 , w 2 ), two retarding elements ( 7 , 8 ) and two subtractors ( 9 , 10 ) for calculation of the output signals (s 1 , s 2 ) within a time range from the input signals (y 1 , y 2 ), while minimizing a quadratic cost function consisting of cross-correlation terms, wherein the circuit includes four cross-over element filters ( 19 - 22 ) for transformation of the input and output signals (y 1 , y 2 ; s 1 , s 2 ) in dependence of the signal and wherein all calculation units for updating of the filter coefficients (w 1 , w 2 ) are in the circuit following the cross-over element filters ( 19 - 22 ).
2. The circuit in accordance with claim 1 , further comprising two cross-correlators ( 23 , 24 ), four pre-calculation units ( 25 - 28 ) and two updating units ( 29 , 30 ) for rapid reacting and calculation-efficient updating of the filter coefficients (w 1 , w 2 ).
3. The circuit in accordance with claim 1 , further comprising two cross-over element de-correlators ( 31 , 32 ), which follow statistics of the input signals (y 1 , y 2 ), and a smoothing unit ( 33 ) for calculation of averaged and smoothed coefficients (k) for the cross-over element filters ( 19 - 22 ).
4. The circuit in accordance with claim 1 , further comprising a standardization unit ( 34 ), which calculates an optimum standardization value (p) for updating of the filter coefficients (w 1 , w 2 ).
5. A device for adaptive suppression of noise in acoustic input signals, said device comprising two microphones ( 1 , 2 ) and two AD—converters ( 3 , 4 ) for converting acoustic input signals into two digital input signals (y 1 , y 2 ), a circuit for processing digital input signals (y 1 , y 2 ) into digital output signals (s 1 , s 2 ), at least one DA—converter ( 13 , 14 ) and at least one speaker for converting the digital output signals (s 1 , s 2 ) into acoustic output signals, wherein the circuit for processing the digital input signals (y 1 , y 2 ) into digital output signals (s 1 , s 2 ) is the circuit according to claim 1 .
6. The device in accordance with claim 5 , further comprising at least one compensation filter ( 5 , 6 ) for adapting an average frequency response of a microphone ( 1 ) to an average frequency response of the other microphone ( 2 ).
7. A method for calculating two de-correlated digital output signals (s 1 , s 2 ) from two correlated digital input signals (y 1 , y 2 ) using a circuit according to claim 1 , whereby by means of two filters arranged symmetrically crosswise in forward direction ( 17 , 18 ) with adaptive filter coefficients (w 1 , w 2 ), two retarding elements ( 7 , 8 ) and two subtractors ( 9 , 10 ) the de-correlated output signals (s 1 , s 2 ) are determined within the time range from the input signals (y 1 , y 2 ) under minimization of a quadratic cost function consisting of cross-correlation terms, and wherein by means of four cross-over element filters ( 19 - 22 ), a transformation of the input and output signals (y 1 , y 2 ; s 1 , s 2 ) in dependence of the signal is carried out and for updating of the filter coefficients (w 1 , w 2 ) only the transformed signals (y 1M , y 2M ; s 1M , s 2M ) are utilized.
8. The method in accordance with claim 7 , wherein two cross-over element de-correlators ( 31 , 32 ) follow statistics of the two input signals (y 1 , y 2 ) and a smoothing unit ( 33 ) calculates averaged and smoothed coefficients (k) for the cross-over element filters ( 19 - 22 ).
9. The method in accordance with claim 7 , wherein, in a standardization unit ( 34 ), an optimum standardization value (p) for the updating of the filter coefficients (w 1 , w 2 ) is calculated.
10. A method for adaptive noise suppression in acoustic input signals, whereby the acoustic input signals are converted into digital input signals (y 1 , y 2 ), the digital input signals (y 1 , y 2 ) are processed into digital output signals (s 1 , s 2 ) and the digital output signals (s 1 , s 2 ) are converted into acoustic output signals, wherein for processing of the digital input signals (y 1 , y 2 ) into digital output signals (s 1 , s 2 ) the method in accordance with claim 7 is utilized.
11. Method in accordance with claim 10 , wherein two microphones ( 1 , 2 ) are utilized for converting the acoustic input signals, the average frequency response of one microphone ( 1 ), by means of at least one compensation filter ( 5 , 6 ), is adapted to an average frequency response of the other microphone ( 2 ).