Unvoiced/voiced decision for speech processing

• US 10,043,539 B2
• Filed: 12/27/2016
• Issued: 08/07/2018
• Est. Priority Date: 09/09/2013
• Status: Active Grant

• Current Assignee: Huawei Technologies Co., Ltd. (Huawei Investment & Holding Co., Ltd.)
• Original Assignee: Huawei Technologies Co., Ltd. (Huawei Investment & Holding Co., Ltd.)
• Inventors: Gao, Yang
• Primary Examiner(s): Shah, Paras D
• Assistant Examiner(s): KIM, JONATHAN C
• Application Number:
  US15/391,247
• Publication Number:
  US 20170110145A1
• Time in Patent Office: 588 Days
• Field of Search: None
• CPC Class Codes: G10L 19/22 Mode decision, i.e. based on audio signal content versus external parameters
• CPC Class Codes: G10L 25/78 Detection of presence or absence of voice signals switching of direction of transmission by voice frequency in two-way loud-speaking telephone systems H04M9/10
• CPC Class Codes: G10L 25/93 Discriminating between voiced and unvoiced parts of speech signals G10L25/90 takes precedence

Abstract

A method for speech processing includes determining an unvoicing parameter for a first frame of a speech signal and determining a smoothed unvoicing parameter for the first frame by weighting the unvoicing parameter of the first frame and a smoothed unvoicing parameter of a second frame. The unvoicing parameter reflects a speech characteristic of the first frame. The smoothed unvoicing parameter of the second frame is weighted less heavily when the smoothed unvoicing parameter of the second frame is greater than the unvoicing parameter of the first frame. The method further includes computing a difference, by a processor, between the unvoicing parameter of the first frame and the smoothed unvoicing parameter of the first frame, and determining a classification of the first frame according to the computed difference. The classification includes unvoiced speech or voiced speech. The first frame is processed in accordance with the classification of the first frame.

Claims

1. A method for speech processing, the method comprising:

determining, by a processor, an unvoicing parameter for a first frame of a speech signal, wherein the unvoicing parameter reflects a speech characteristic of the first frame;

determining, by a processor, a smoothed unvoicing parameter for the first frame by weighting the unvoicing parameter for the first frame and a smoothed unvoicing parameter for a second frame, when the smoothed unvoicing parameter for the second frame is greater than the unvoicing parameter for the first frame, the smoothed unvoicing parameter for the second frame is weighted less heavily than the case when the smoothed unvoicing parameter for the second frame is not greater than the unvoicing parameter for the first frame;

computing a difference, by the processor, between the unvoicing parameter for the first frame and the smoothed unvoicing parameter for the first frame;

determining a classification of the first frame according to the computed difference, wherein the classification indicates whether the first frame is an unvoiced speech signal or not;

processing the first frame by the processor in accordance with the classification of the first frame; and

outputting a synthesized speech signal according to the processing of the first frame.

2. The method of claim 1, wherein the unvoicing parameter for the first frame is a combined parameter reflecting at least two characteristics of unvoiced speech in the first frame.

3. The method of claim 2, wherein the combined parameter is computed from a periodicity parameter and a spectral tilt parameter.

4. The method of claim 2, wherein the at least two characteristics of unvoiced speech comprise comprises signal periodicity characteristic and spectral tilt characteristic.

5. The method of claim 1, wherein the second frame is previous to the first frame.

6. The method of claim 5, wherein determining a classification of the first frame according to the computed difference comprises:

when the computed difference is greater than 0.1, the first frame is classified as an unvoiced speech signal;

or

when the computed difference is less than 0.05, the first frame is classified as not an unvoiced speech signal.

7. The method of claim 6, wherein the classification of the first frame is the same as a previous frame of the first frame when the computed difference is not less than 0.05 and not greater than 0.1.

8. The method of claim 1,

wherein a weighting factor of the smoothed unvoicing parameter for the second frame is 0.9, and a weighting factor of the unvoicing parameter for the first frame is 0.1 when the smoothed unvoicing parameter for the second frame is greater than the unvoicing parameter for the first frame;

or

wherein the weighting factor of the smoothed unvoicing parameter for the second frame is 0.99, and the weighting factor of the unvoicing parameter for the first frame is 0.01 when the smoothed unvoicing parameter for the second frame is not greater than the unvoicing parameter for the first frame.

9. The method of claim 1, wherein the first frame and the second frame are frames or subframes of the speech signal.

10. The method of claim 1, wherein processing the first frame in accordance with the classification of the first frame comprises:

processing the first frame with a first excitation when the classification of the first frame is the unvoiced speech;

or processing the first frame with a second excitation when the classification of the first frame is not the unvoiced speech.

11. The method of claim 10, wherein the first excitation is scaled by a first gain, and the second excitation is scaled by a second gain.

12. A non-transitory computer readable storage medium storing instructions which, when executed by a processor, cause the processor to perform the steps of claim 1.

13. A speech processing apparatus comprising:

a processor; and

a non-transitory computer-readable storage medium storing computer instructions, that when executed by the processor, cause the processor to;

determine an unvoicing parameter for a first frame of a speech signal, wherein the unvoicing parameter reflects a speech characteristic of the first frame;

determine a smoothed unvoicing parameter for the first frame, wherein the smoothed unvoicing parameter is a weighted sum of the unvoicing parameter for the first frame and a smoothed unvoicing parameter for a second frame, and when the smoothed unvoicing parameter for the second frame is greater than the unvoicing parameter for the first frame, the smoothed unvoicing parameter for the second frame is weighted less heavily than the case when the smoothed unvoicing parameter for the second frame is not greater than the unvoicing parameter for the first frame;

compute a difference between the unvoicing parameter for the first frame and the smoothed unvoicing parameter for the first frame;

determine a classification of the first frame according to the computed difference, wherein the classification indicates whether the first frame is an unvoiced speech signal or not;

process the first frame in accordance with the classification of the first frame; and

output a synthesized speech signal according to the processing of the first frame.

14. The apparatus of claim 13, wherein the unvoicing parameter for the first frame is a combined parameter reflecting a product of a periodicity parameter and a spectral tilt parameter.

15. The apparatus of claim 13, wherein the second frame is previous to the first frame.

16. The apparatus of claim 15, wherein the first frame is classified as an unvoiced speech signal when the computed difference is greater than 0.1;

or the first frame is classified as not an unvoiced speech signal when the computed difference is less than 0.05.

17. The apparatus of claim 16, wherein when the computed difference is not less than 0.05 and not greater than 0.1, the classification of the first frame is the same as a previous frame of the first frame.

18. The apparatus of claim 13,

wherein a weighting factor of the smoothed unvoicing parameter for the second frame is 0.9, and a weighting factor of the unvoicing parameter for the first frame is 0.1 when the smoothed unvoicing parameter for the second frame is greater than the unvoicing parameter for the first frame;

or

wherein the weighting factor of the smoothed unvoicing parameter for the second frame is 0.99, and the weighting factor of the unvoicing parameter for the first frame is 0.01 when the smoothed unvoicing parameter for the second frame is not greater than the unvoicing parameter for the first frame.

19. The apparatus of claim 13, wherein the first frame and the second frame are frames or subframes of the speech signal.

20. The apparatus of claim 13, wherein the processor is configured to:

process the first frame with a first excitation when the classification of the first frame is the unvoiced speech;

or process the first frame with a second excitation when the classification of the first frame is not the unvoiced speech.

21. The apparatus of claim 20, wherein the first excitation is scaled by a first gain, and the second excitation is scaled by a second gain.