Adaptive gain reduction for encoding a speech signal

• US 9,269,365 B2
• Filed: 07/11/2008
• Issued: 02/23/2016
• Est. Priority Date: 09/18/1998
• Status: Expired due to Fees

• Current Assignee: MACOM Technology Solutions Holdings, Inc.
• Original Assignee: Mindspeed Technologies Inc. (MACOM Technology Solutions Holdings, Inc.)
• Inventors: Su, Huan-Yu, Gao, Yang
• Primary Examiner(s): Opsasnick, Michael N
• Application Number:
  US12/218,242
• Publication Number:
  US 20080319740A1
• Time in Patent Office: 2,783 Days
• Field of Search: 704/219, 704/223
• US Class Current: 1/1
• CPC Class Codes: G10L 19/0204 using subband decomposition
• CPC Class Codes: G10L 19/09 Long term prediction, i.e. removing periodical redundancies, e.g. by using adaptive codebook or pitch predictor
• CPC Class Codes: G10L 19/12 the excitation function being a code excitation, e.g. in code excited linear prediction [CELP] vocoders
• CPC Class Codes: G10L 19/18 Vocoders using multiple modes
• CPC Class Codes: G10L 19/20 using sound class specific coding, hybrid encoders or object based coding
• CPC Class Codes: G10L 2019/0002 Codebook adaptations
• CPC Class Codes: G10L 2019/0016 Codebook for LPC parameters
• CPC Class Codes: G10L 25/90 Pitch determination of speech signals

Abstract

There is provided a method of encoding an input speech signal. The method comprises identifying a fixed codebook vector from a fixed codebook; identifying an adaptive codebook vector from a adaptive codebook; calculating an adaptive codebook gain; reducing the adaptive codebook gain by an amount; optimally selecting a fixed codebook gain based on the adaptive codebook gain while both the fixed codebook vector and the adaptive codebook vector remain fixed; and converting the input speech signal into an encoded speech using the fixed codebook gain, the adaptive codebook gain, the fixed codebook vector and the adaptive codebook vector. The amount of reducing the adaptive codebook gain may be varied.

Claims

1. A method of encoding a speech signal using a multi-rate encoder having a plurality of encoding rates, the method comprising:

converting the speech signal from an analog form to a digitized speech signal;

identifying a fixed codebook vector from a fixed codebook using the digitized speech signal;

identifying an adaptive codebook vector from an adaptive codebook using the digitized speech signal;

calculating an adaptive codebook gain;

reducing the adaptive codebook gain by an amount, wherein the amount is based on one encoding rate of the plurality of encoding rates;

optimally selecting a fixed codebook gain based on the adaptive codebook gain while both the fixed codebook vector and the adaptive codebook vector remain fixed; and

generating an encoded speech using the fixed codebook gain, the adaptive codebook gain, the fixed codebook vector and the adaptive codebook vector;

wherein the reducing of the adaptive codebook gain reduces the adaptive codebook gain more when the encoding rate is a first encoding rate of the plurality of encoding rates than when the encoding rate is a second encoding rate of the plurality of encoding rates, and wherein the first encoding rate is lower than the second encoding rate.

2. The method of claim 1, wherein the encoding rate is adaptively selected from the plurality of encoding rates.

3. The method of claim 2, wherein the encoding rate is adaptively selected on a frame-by-frame basis.

4. The method of claim 1, wherein the amount is further based on a correlation value.

5. The method of claim 4, wherein the correlation value is based on an original target signal.

6. The method of claim 4, wherein the correlation value is based on a filtered signal from the adaptive codebook.

7. A multi-rate speech encoding device having a plurality of encoding rates for encoding a speech signal, the device comprising:

a fixed codebook;

an adaptive codebook; and

a processing circuit configured to;

convert the speech signal from an analog form to a digitized speech signal;

identify a fixed codebook vector from the fixed codebook using the digitized speech signal;

identify an adaptive codebook vector from the adaptive codebook using the digitized speech signal;

calculate an adaptive codebook gain;

reduce the adaptive codebook gain by an amount, wherein the amount is based on one encoding rate from the plurality of encoding rates;

optimally select a fixed codebook gain based on the adaptive codebook gain while both the fixed codebook vector and the adaptive codebook vector remain fixed; and

generate an encoded speech using the fixed codebook gain, the adaptive codebook gain, the fixed codebook vector and the adaptive codebook vector;

wherein reducing the adaptive codebook gain by the processing circuit reduces the adaptive codebook gain more when the encoding rate is a first encoding rate of the plurality of encoding rates than when the encoding rate is a second encoding rate of the plurality of encoding rates, and wherein the first encoding rate is lower than the second encoding rate.

8. The device of claim 7, wherein the encoding rate is adaptively selected from the plurality of encoding rates.

9. The device of claim 8, wherein the encoding rate is adaptively selected on a frame-by-frame basis.

10. The device of claim 7, wherein the amount is further based on a correlation value.

11. The device of claim 10, wherein the correlation value is based on an original target signal.

12. The device of claim 10, wherein the correlation value is based on a filtered signal from the adaptive codebook.

13. A method of encoding a speech signal using a multi-rate encoder having a plurality of encoding rates, the method comprising:

converting the speech signal from an analog form to a digitized speech signal;

identifying a plurality of pitch parameters using the digitized speech signal;

applying a perceptual weighting filter to the digitized speech signal to generate a first target signal;

identifying an adaptive codebook vector from an adaptive codebook using the plurality of pitch parameters;

filtering the adaptive codebook vector to generate a filtered adaptive codebook vector;

calculating an adaptive codebook gain for the adaptive codebook vector;

adaptively reducing the adaptive codebook gain based on a correlation between the first target speech and the filtered adaptive codebook vector to generate a reduced adaptive codebook gain, wherein the adaptively reducing the adaptive codebook gain is further based on one encoding rate from the plurality of encoding rates;

generating a second target signal based on the first target signal, the filtered adaptive codebook vector and the reduced adaptive codebook gain; and

generating an encoded speech using the second target signal;

wherein the reducing of the adaptive codebook gain reduces the adaptive codebook gain more when the encoding rate is a first encoding rate of the plurality of encoding rates than when the encoding rate is a second encoding rate of the plurality of encoding rates, and wherein the first encoding rate is lower than the second encoding rate.

14. The method of claim 13, wherein the encoding rate is adaptively selected from the plurality of encoding rates.

17. The method of claim 14, wherein the encoding rate is adaptively selected on a frame-by-frame basis.

15. A multi-rate speech encoding device having a plurality of encoding rates for encoding a speech signal, the device comprising:

an adaptive codebook; and

a processing circuit configured to;

convert the speech signal from an analog form to a digitized speech signal;

identify a plurality of pitch parameters using the digitized speech signal;

apply a perceptual weighting filter to the digitized speech signal to generate a first target signal;

identify an adaptive codebook vector from the adaptive codebook using the plurality of pitch parameters;

filter the adaptive codebook vector to generate a filtered adaptive codebook vector;

calculate an adaptive codebook gain for the adaptive codebook vector;

adaptively reduce the adaptive codebook gain based on a correlation between the first target speech and the filtered adaptive codebook vector to generate a reduced adaptive codebook gain, wherein the processing circuit is further configured to adaptively reduce the adaptive codebook gain based on one encoding rate from the plurality of encoding rates;

generate a second target signal based on the first target signal, the filtered adaptive codebook vector and the reduced adaptive codebook gain; and

generate an encoded speech using the second target signal;

wherein reducing the adaptive codebook gain by the processing circuit reduces the adaptive codebook gain more when the encoding rate is a first encoding rate of the plurality of encoding rates than when the encoding rate is a second encoding rate of the plurality of encoding rates, and wherein the first encoding rate is lower than the second encoding rate.

16. The device of claim 15, wherein the encoding rate is adaptively selected from the plurality of encoding rates.

18. The device of claim 16, wherein the encoding rate is adaptively selected on a frame-by-frame basis.

19. A method of encoding a speech signal using a multi-rate encoder having a plurality of encoding rates, the method comprising:

converting the speech signal from an analog form to a digitized speech signal;

identifying a fixed codebook vector from a fixed codebook using the digitized speech signal;

identifying an adaptive codebook vector from an adaptive codebook using the digitized speech signal;

calculating an adaptive codebook gain;

reducing the adaptive codebook gain by an amount, wherein the amount varies based on the plurality of encoding rates;

optimally selecting a fixed codebook gain based on the adaptive codebook gain while both the fixed codebook vector and the adaptive codebook vector remain fixed; and

generating an encoded speech using the fixed codebook gain, the adaptive codebook gain, the fixed codebook vector and the adaptive codebook vector;

wherein the reducing of the adaptive codebook gain reduces the adaptive codebook gain more when the encoding rate is a first encoding rate of the plurality of encoding rates than when the encoding rate is a second encoding rate of the plurality of encoding rates, and wherein the first encoding rate is lower than the second encoding rate.

20. The method of claim 19 further comprising adaptively selecting one of the plurality of encoding rates.

21. The method of claim 20, wherein the adaptively selecting is performed on a frame-by-frame basis.

22. The method of claim 19, wherein the amount is further based on a correlation value.

23. The method of claim 22, wherein the correlation value is based on an original target signal.

24. The method of claim 22, wherein the correlation value is based on a filtered signal from the adaptive codebook.

25. A multi-rate speech encoding device having a plurality of encoding rates for encoding a speech signal, the device comprising:

a fixed codebook;

an adaptive codebook; and

a processing circuit configured to;

convert the speech signal from an analog form to a digitized speech signal;

identify a fixed codebook vector from the fixed codebook using the digitized speech signal;

identify an adaptive codebook vector from the adaptive codebook using the digitized speech signal;

calculate an adaptive codebook gain;

reduce the adaptive codebook gain by an amount, wherein the amount varies based on the plurality of encoding rates;

optimally select a fixed codebook gain based on the adaptive codebook gain while both the fixed codebook vector and the adaptive codebook vector remain fixed; and

generate an encoded speech using the fixed codebook gain, the adaptive codebook gain, the fixed codebook vector and the adaptive codebook vector;

wherein reducing the adaptive codebook gain by the processing circuit reduces the adaptive codebook gain more when the encoding rate is a first encoding rate of the plurality of encoding rates than when the encoding rate is a second encoding rate of the plurality of encoding rates, and wherein the first encoding rate is lower than the second encoding rate.

26. The device of claim 25, wherein the processing circuit configured to adaptively select one of the plurality of encoding rates.

27. The device of claim 26, wherein the processing circuit configured to adaptively select one of the plurality of encoding rates on a frame-by-frame basis.

28. The device of claim 25, wherein the amount is further based on a correlation value.

29. The device of claim 28, wherein the correlation value is based on an original target signal.

30. The device of claim 28, wherein the correlation value is based on a filtered signal from the adaptive codebook.

31. A method of encoding a speech signal using a multi-rate encoder having a plurality of encoding rates, the method comprising:

converting the speech signal from an analog form to a digitized speech signal;

identifying a fixed codebook vector from a fixed codebook using the digitized speech signal;

identifying an adaptive codebook vector from an adaptive codebook using the digitized speech signal;

calculating an adaptive codebook gain;

reducing the adaptive codebook gain by an amount, wherein the amount depends on the plurality of encoding rates;

optimally selecting a fixed codebook gain based on the adaptive codebook gain while both the fixed codebook vector and the adaptive codebook vector remain fixed; and

generating an encoded speech using the fixed codebook gain, the adaptive codebook gain, the fixed codebook vector and the adaptive codebook vector;

wherein the reducing of the adaptive codebook gain reduces the adaptive codebook gain more when the encoding rate is a first encoding rate of the plurality of encoding rates than when the encoding rate is a second encoding rate of the plurality of encoding rates, and wherein the first encoding rate is lower than the second encoding rate.

32. The method of claim 31 further comprising adaptively selecting one of the plurality of encoding rates.

33. The method of claim 32, wherein the adaptively selecting is performed on a frame-by-frame basis.

34. The method of claim 31, wherein the amount further depends on a correlation value.

35. The method of claim 34, wherein the correlation value depends on an original target signal.

36. The method of claim 34, wherein the correlation value depends on a filtered signal from the adaptive codebook.

37. A multi-rate speech encoding device having a plurality of encoding rates for encoding a speech signal, the device comprising:

a fixed codebook;

an adaptive codebook; and

a processing circuit configured to;

convert the speech signal from an analog form to a digitized speech signal;

identify a fixed codebook vector from the fixed codebook using the digitized speech signal;

identify an adaptive codebook vector from the adaptive codebook using the digitized speech signal;

calculate an adaptive codebook gain;

reduce the adaptive codebook gain by an amount, wherein the amount depends on the plurality of encoding rates;

optimally select a fixed codebook gain based on the adaptive codebook gain while both the fixed codebook vector and the adaptive codebook vector remain fixed; and

generate an encoded speech using the fixed codebook gain, the adaptive codebook gain, the fixed codebook vector and the adaptive codebook vector;

wherein reducing the adaptive codebook gain by the processing circuit reduces the adaptive codebook gain more when the encoding rate is a first encoding rate of the plurality of encoding rates than when the encoding rate is a second encoding rate of the plurality of encoding rates, and wherein the first encoding rate is lower than the second encoding rate.

38. The device of claim 37, wherein the processing circuit configured to adaptively select one of the plurality of encoding rates.

39. The device of claim 38, wherein the processing circuit configured to adaptively select one of the plurality of encoding rates on a frame-by-frame basis.

40. The device of claim 37, wherein the amount further depends on a correlation value.

41. The device of claim 40, wherein the correlation value depends on an original target signal.

42. The device of claim 40, wherein the correlation value depends on a filtered signal from the adaptive codebook.

43. A method of encoding a speech signal using a multi-rate encoder having a plurality of encoding rates, the method comprising:

converting the speech signal from an analog form to a digitized speech signal;

identifying a fixed codebook vector from a fixed codebook using the digitized speech signal;

identifying an adaptive codebook vector from an adaptive codebook using the digitized speech signal;

calculating an adaptive codebook gain;

reducing the adaptive codebook gain by an amount, wherein the amount is based on an encoding rate selected from the plurality of encoding rates;

optimally selecting a fixed codebook gain based on the adaptive codebook gain while both the fixed codebook vector and the adaptive codebook vector remain fixed; and

generating an encoded speech using the fixed codebook gain, the adaptive codebook gain, the fixed codebook vector and the adaptive codebook vector;

wherein the reducing of the adaptive codebook gain reduces the adaptive codebook gain more when the encoding rate is a first encoding rate of the plurality of encoding rates than when the encoding rate is a second encoding rate of the plurality of encoding rates, and wherein the first encoding rate is lower than the second encoding rate.

44. The method of claim 43 further comprising adaptively selecting the encoding rate from the plurality of encoding rates.

45. The method of claim 44, wherein the adaptively selecting is performed on a frame-by-frame basis.

46. The method of claim 43, wherein the amount is further based on a correlation value.

47. The method of claim 46, wherein the correlation value is based on an original target signal.

48. The method of claim 46, wherein the correlation value is based on a filtered signal from the adaptive codebook.

49. A multi-rate speech encoding device having a plurality of encoding rates for encoding a speech signal, the device comprising:

a fixed codebook;

an adaptive codebook; and

a processing circuit configured to;

convert the speech signal from an analog form to a digitized speech signal;

identify a fixed codebook vector from the fixed codebook using the digitized speech signal;

identify an adaptive codebook vector from the adaptive codebook using the digitized speech signal;

calculate an adaptive codebook gain;

reduce the adaptive codebook gain by an amount, wherein the amount is based on an encoding rate selected from the plurality of encoding rates;

optimally select a fixed codebook gain based on the adaptive codebook gain while both the fixed codebook vector and the adaptive codebook vector remain fixed; and

generate an encoded speech using the fixed codebook gain, the adaptive codebook gain, the fixed codebook vector and the adaptive codebook vector;

wherein reducing the adaptive codebook gain by the processing circuit reduces the adaptive codebook gain more when the encoding rate is a first encoding rate of the plurality of encoding rates than when the encoding rate is a second encoding rate of the plurality of encoding rates, and wherein the first encoding rate is lower than the second encoding rate.

50. The device of claim 49, wherein the processing circuit configured to adaptively select the encoding rate from the plurality of encoding rates.

51. The device of claim 50, wherein the processing circuit configured to adaptively select one of the plurality of encoding rates on a frame-by-frame basis.

52. The device of claim 49, wherein the amount is further based on a correlation value.

53. The device of claim 52, wherein the correlation value is based on an original target signal.