Noise suppressing method and a noise suppressor for applying the noise suppressing method

• US 9,264,804 B2
• Filed: 12/29/2010
• Issued: 02/16/2016
• Est. Priority Date: 12/29/2010
• Status: Active Grant

• Current Assignee: Telefonaktiebolaget LM Ericsson
• Original Assignee: Telefonaktiebolaget LM Ericsson
• Inventors: hgren, Per, Eriksson, Anders, Yermeche, Zohra
• Primary Examiner(s): CHIN, VIVIAN C
• Assistant Examiner(s): Hamid, Ammar
• Application Number:
  US13/976,180
• Publication Number:
  US 20130272540A1
• Time in Patent Office: 1,875 Days
• Field of Search: 381/94.1, 381 711- 7112, 381/92, 381/318, 704/233, 704/226, 455/563
• US Class Current: 1/1
• CPC Class Codes: H04R 2410/05 Noise reduction with a separate noise microphone
• CPC Class Codes: H04R 2499/11 Transducers incorporated or for use in hand-held devices, e.g. mobile phones, PDA's, camera's
• CPC Class Codes: H04R 3/00 Circuits for transducers , loudspeakers or microphones
• CPC Class Codes: H04R 3/002 Damping circuit arrangements for transducers, e.g. motional feedback circuits

Abstract

A method for suppressing noise of a first signal captured via a primary microphone is provided. A primary and a reference microphone are arranged on a communication device to capture noise and intermittent speech. A determination is made whether the first signal comprises non-stationary signal components or substantially stationary noise, and whether the first signal comprises substantially far-field noise in case it was determined that it comprises non-stationary signal components. A noise power spectrum estimate of the first signal is updated with a stationary noise power spectrum estimate if the first signal is considered to comprise substantially stationary noise or a far-field noise power spectrum estimate if the first signal is considered to comprise substantially far-field noise. A frequency response is computed on the basis of the estimated noise power spectrum. Noise from the first signal is suppressed by applying the frequency response on the first signal.

Claims

1. A method in a communication device for suppressing noise of a first signal, captured via a primary microphone, arranged on the communication device such that it is capable of capturing noise and intermittent speech, the noise suppression being executed by processing signal power spectrum estimates of the first signal and a second signal, captured via a reference microphone arranged on the communication device, such that it is capable of capturing noise at substantially the same signal level as the primary microphone and speech at a lower signal level than the primary microphone, the method comprising:

determining, on the basis of characteristics of the signal power spectrum estimate of the first signal, whether the first signal comprises non-stationary signal components or substantially stationary noise;

responsive to determining that the first signal comprises substantially non-stationary signal components, determining, on the basis of an inter-microphone gain offset and a ratio of the first signal and the second signal, whether the first signal comprises near-field signal components or substantially far-field noise;

responsive to determining that the first signal comprises substantially stationary noise, updating a noise power spectrum estimate of the first signal with a stationary noise power spectrum estimate;

responsive to determining that the first signal comprises substantially far-field noise, updating the noise power spectrum estimate of the first signal with a far-field noise power spectrum estimate;

computing a frequency response of a noise suppressing filter on the basis of the noise power spectrum estimate,

suppressing noise from the first signal by applying the noise suppressing filter with said frequency response on said first signal; and

calculating a signal power spectrum ratio as a ratio of a first power spectrum estimated for the first signal and a second power spectrum estimated for the second signal, and either

responsive to the power spectrum ratio being calculated when the first signal was determined to comprise substantially stationary noise, updating the inter-microphone gain offset on the basis of the signal power spectrum ratio, or

responsive to the power spectrum ratio being calculated when the first signal was determined to comprise non-stationary signal components, determining whether the first signal comprises substantially far-field noise by comparing the signal power spectrum ratio to the most recently updated inter-microphone gain offset.

2. The method according to claim 1, comprising:

repeating the method on a time frame basis.

3. The method according to claim 1, wherein the step of determining whether the first signal comprises non-stationary signal components or substantially stationary noise comprises:

evaluating the difference between the power spectrum of the first signal determined for a specific time frame and an average power spectrum of the first signal over a plurality of time frames, and

responsive to said difference exceeding a predefined threshold, determining that the first signal is a non-stationary signal.

4. The method according to claim 1, wherein the first signal is determined to comprise substantially far-field noise responsive to the updated inter-microphone gain offset exceeding the signal power spectrum ratio with a predefined margin.

5. The method according to claim 1, wherein the updating the noise power spectrum ratio comprises:

updating the inter-microphone gain offset by incrementally increasing or decreasing the most recently calculated inter-microphone gain offset with a pre-defined value on the basis of the most recently calculated signal power spectrum ratio.

6. The method according to claim 1, wherein the communication device comprises two or more primary microphones and/or two or more reference microphones, the method comprising:

repeating the method for at least one more combination of one of the primary microphones and one of the reference microphones;

selecting one of the primary microphones as a dominant primary microphone, and

suppressing noise from the signal captured by the dominant primary microphone.

7. The method according to claim 6, further comprising:

repeating the calculation of the signal power spectrum ratio and the updating of the inter-microphone gain offset for each combination of the primary and reference microphones.

8. The method according to claim 1, wherein the noise suppressing filter comprises a spectral subtraction filter, and the method further comprises calculating a frequency response of the spectral subtraction filter based on the noise power spectrum estimate.

9. The method according to claim 8, comprising:

applying a minimum gain on the spectral subtraction filter.

10. The method according to claim 9, wherein different minimum gains are applied on the spectral subtraction filter depending on whether the first signal is determined to comprise substantially far-field noise or substantially stationary noise.

11. The method according to claim 9, further comprising:

calculating filtering coefficients of the spectral subtraction filter on the basis of any of a minimum phase method or a linear phase method.

12. A noise suppressor for suppressing noise of a first signal, captured via a primary microphone, arranged on a communication device such that it is capable of capturing noise and intermittent speech, the noise suppressor being configured to suppress noise by processing signal power spectrum estimates of the first signal and a second signal, captured via a reference microphone arranged on the communication device such that it is capable of capturing noise at substantially the same signal level as the primary microphone and speech at a lower signal level than the primary microphone, the noise suppressor comprising:

a stationarity evaluating unit configured to determine, on the basis of characteristics of the signal power spectrum estimate of the first signal, whether the first signal comprises non-stationary signal components or substantially stationary noise;

a far-field evaluating unit configured to respond to determining that the first signal comprises substantially non-stationary signal components by determining, on the basis of an inter-microphone gain offset and a ratio of the first signal and the second signal, whether the first signal comprises near-field signal components or substantially far-field noise;

a noise power spectrum updating unit configured to respond to determining that the first signal comprises substantially stationary noise by updating a noise power spectrum estimate of the first signal with a stationary noise power spectrum estimate,

the noise power spectrum updating unit is further configured to respond to determining that the first signal comprises substantially far-field noise by updating the noise power spectrum estimate of the first signal with a far-field noise power spectrum estimate;

a filtering unit configured to compute a frequency response of a noise suppressing filter on the basis of the noise power spectrum estimate, and to suppress noise from the first signal by applying the noise suppressing filter with said frequency response on said first signal;

a power ratio calculating unit configured to calculate a signal power spectrum ratio as a ratio of a first power spectrum estimated for the first signal and a second power spectrum estimated for the second signal;

an inter-microphone gain offset calculating unit configured to respond to the power spectrum ratio being calculated when the first signal was determined to comprise substantially stationary noise, by updating the inter-microphone gain offset on the basis of the signal power spectrum ratio, and

a far-field noise power spectrum estimating unit configured to respond to the power spectrum ratio being calculated when the first signal was determined to comprise non-stationary signal components by determining whether the first signal comprises substantially far-field noise by comparing the signal power spectrum to the previously updated inter-microphone gain offset.

13. The noise suppressor according to claim 12, wherein the stationarity evaluating unit, the far-field evaluating unit, the noise power spectrum estimating unit and the filtering unit are configured to execute said signal processing repeatedly on a time frame basis.

14. The noise suppressor according to claim 12, wherein the signal stationarity evaluating unit is configured to determine whether the first signal comprises non-stationary signal components or substantially stationary noise by evaluating the difference between the power spectrum of the first signal determined for a specific time frame and an average power spectrum of the first signal over a plurality of time frames and by determining that the first signal is a non-stationary signal responsive to said difference exceeding a predefined threshold.

15. The noise suppressor according to claim 12, wherein the far-field noise power spectrum estimating unit is configured to determine that the first signal comprises substantially far-field noise responsive to being instructed by the inter-microphone gain offset calculating unit that the inter-microphone gain offset exceeds the signal power spectrum ratio provided from the power ratio calculating unit with a predefined margin.

16. The noise suppressor according to claim 12, wherein the inter-microphone gain offset calculating unit is configured to update the inter-microphone gain offset by incrementally increasing or decreasing the most recently calculated inter-microphone gain offset with a pre-defined value on the basis of the most recently calculated signal power spectrum ratio.

17. The noise suppressor according to claim 12, further comprising two or more primary microphones and/or two or more reference microphones, wherein the power ratio calculating unit and the inter-microphone gain offset calculating unit are configured to repeat the respective calculations for at least one additional combination of one of the primary microphones and one of the reference microphones.

18. The noise suppressor according to claim 17, further comprising a selecting unit configured to select one of the primary microphones as a dominant primary microphone and to provide the signal of the dominant primary microphone to the filtering unit for noise suppression.

19. The noise suppressor according to claim 12, wherein the noise suppressing filter comprises a spectral subtraction filter, and the filtering unit is configured to calculate a frequency response of the spectral subtraction filter based on the noise power spectrum estimate.

20. The noise suppressor according to claim 19, wherein the filtering unit is configured to apply a minimum gain on the spectral subtraction filter.

21. The noise suppressor according to claim 20, wherein the filtering unit is configured to apply different minimum gains on the spectral subtraction filter depending on whether the first signal was determined by the far-field evaluating unit to comprise substantially far-field noise or substantially stationary noise.

22. The noise suppressor according to claim 12, wherein the noise suppressor resides in a communication device.