Audio parameter quantization

• US 10,504,531 B2
• Filed: 08/28/2014
• Issued: 12/10/2019
• Est. Priority Date: 08/28/2014
• Status: Active Grant

• Current Assignee: Nokia Technologies Oy (Nokia Corporation)
• Original Assignee: Nokia Technologies Oy (Nokia Corporation)
• Inventors: Ramo, Anssi, Vasilache, Adriana, Laaksonen, Lasse Juhani
• Primary Examiner(s): Sharma, Neeraj
• Application Number:
  US15/506,416
• Publication Number:
  US 20180226082A1
• Time in Patent Office: 1,930 Days
• Field of Search: None
• CPC Class Codes: G10L 19/008 Multichannel audio signal coding or decoding using interchannel correlation to reduce redundancy, e.g. joint-stereo, intensity-coding or matrixing
• CPC Class Codes: G10L 19/032 Quantisation or dequantisation of spectral components
• CPC Class Codes: G10L 19/04 using predictive techniques

Abstract

A technique for audio encoding is provided. According to an example embodiment, the technique comprises deriving a first quantization error that is descriptive of an error resulting with a non-predictive quantization of an audio parameter of an audio signal segment, deriving a second quantization error that is descriptive of an error resulting with a predictive quantization of said audio parameter of said audio signal segment, determining whether said second quantization error exceeds said first quantization error by at least an adaptive margin that is dependent on the number of consecutive audio signal segments that precede said audio signal segment in which said audio parameter is provided quantized with said predictive quantization, providing said audio parameter of said audio segment quantized with said non-predictive quantization as part of an encoded audio signal at least in case the outcome of said determination is affirmative, and providing otherwise said audio parameter of said audio segment quantized with said predictive quantization as part of an encoded audio signal.

Claims

1. A computer-implemented method for encoding an audio signal by processing a sequence of audio signal segments, the method comprising:

deriving a first quantization error that is descriptive of an error resulting with a non-predictive quantization of an audio parameter of an audio signal segment;

deriving a second quantization error that is descriptive of an error resulting with a predictive quantization of said audio parameter of said audio signal segment;

determining whether said first quantization error multiplied by an adaptive scaling factor is smaller than said second quantization error, said adaptive scaling factor representing an adaptive margin for said audio signal segment, said adaptive margin being dependent on a number of consecutive audio signal segments that precede said audio signal segment in which said audio parameter is provided quantized with said predictive quantization;

providing said audio parameter of said audio segment quantized with said non-predictive quantization as part of an encoded audio signal at least in case the outcome of said determination is affirmative;

providing otherwise said audio parameter of said audio segment quantized with said predictive quantization as part of an encoded audio signal; and

causing storage or transmission over a communication channel of the encoded audio signal.

2. The method according to claim 1, wherein said adaptive margin is increased from a predefined initial value by a predefined amount for each audio signal segment between said audio signal segment and a closest preceding audio signal segment in which said audio parameter is provided quantized with said non-predictive quantization.

3. The method according to claim 1, wherein said adaptive margin is increased from a predefined initial value by a predefined amount for each audio signal segment in excess of a predefined threshold between said audio signal segment and a closest preceding audio signal segment in which said audio parameter is provided quantized with said non-predictive quantization.

4. The method according to claim 1, further comprising decreasing said adaptive scaling factor by a predetermined amount in case said audio parameter of said audio segment is provided quantized with said predictive quantization.

5. The method according to claim 1, further comprising decreasing said adaptive scaling factor by a predetermined amount in case

said audio parameter of said audio segment is provided quantized with said predictive quantization, and

said number of consecutive audio signal segments exceeds a predefined threshold.

6. The method according to claim 1, further comprising resetting said adaptive scaling factor to a predefined initial value in case said audio parameter of said audio segment is provided quantized with said non-predictive quantization.

7. The method according to claim 1, wherein said audio parameter comprises one of an Immittance Spectral Frequency vector and a Line Spectral Frequency vector that is representative of spectral characteristics of said audio segment.

8. The method according to claim 1, wherein

said first quantization error is obtained by combining weighted errors between a component of said audio parameter and a corresponding component of said audio parameter resulting with said non-predictive quantization, and

said second quantization error is obtained by combining weighted errors between a component of said audio parameter and a corresponding component of said audio parameter resulting with said predictive quantization.

9. An apparatus for encoding an audio signal by processing a sequence of audio signal segments, the apparatus comprising at least one processor;

and at least one memory comprising computer program code, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to at least;

derive a first quantization error that is descriptive of an error resulting with a non-predictive quantization of an audio parameter of an audio signal segment;

derive a second quantization error that is descriptive of an error resulting with a predictive quantization of said audio parameter of said audio signal segment;

determine whether said first quantization error multiplied by an adaptive scaling factor is smaller than said second quantization error, said adaptive scaling factor representing an adaptive margin for said audio signal segment, said adaptive margin being dependent on a number of consecutive audio signal segments that precede said audio signal segment in which said audio parameter is provided quantized with said predictive quantization;

provide said audio parameter of said audio segment quantized with said non-predictive quantization as part of an encoded audio signal at least in case the outcome of said determination is affirmative;

provide otherwise said audio parameter of said audio segment quantized with said predictive quantization as part of an encoded audio signal; and

cause storage or transmission over a communication channel of the encoded audio signal.

10. The apparatus according to claim 9, wherein the apparatus is further caused to increase said adaptive margin from a predefined initial value by a predefined amount for each audio signal segment between said audio signal segment and a closest preceding audio signal segment in which said audio parameter is provided quantized with said non-predictive quantization.

11. The apparatus according to claim 9, wherein the apparatus is further caused to increase said adaptive margin from a predefined initial value by a predefined amount for each audio signal segment in excess of a predefined threshold between said audio signal segment and a closest preceding audio signal segment in which said audio parameter is provided quantized with said non-predictive quantization.

12. The apparatus according to claim 9, wherein the apparatus is further caused to decrease said adaptive scaling factor by a predetermined amount in case said audio parameter of said audio segment is provided quantized with said predictive quantization.

13. The apparatus according to claim 9, wherein the apparatus is further caused to decrease said adaptive scaling factor by a predetermined amount in case

said audio parameter of said audio segment is provided quantized with said predictive quantization, and

said number of consecutive audio signal segments exceeds a predefined threshold.

14. The apparatus according to claim 9, further caused to reset said adaptive scaling factor to a predefined initial value in case said audio parameter of said audio segment is provided quantized with said non-predictive quantization.

15. The apparatus according to claim 9, wherein said audio parameter comprises one of an Immittance Spectral Frequency vector and a Line Spectral Frequency vector that is representative of spectral characteristics of said audio segment.

16. The apparatus according to claim 9, further caused to:

compute said first quantization error by combining weighted errors between a component of said audio parameter and a corresponding component of said audio parameter resulting with said non-predictive quantization, and

compute said second quantization error by combining weighted errors between a component of said audio parameter and a corresponding component of said audio parameter resulting with said predictive quantization.

17. A computer program product comprising at least one non-transitory computer readable storage medium, the computer readable storage medium comprising a set of instructions which, when executed by one or more processors, causes an apparatus to:

derive a first quantization error that is descriptive of an error resulting with a non-predictive quantization of an audio parameter of an audio signal segment;

derive a second quantization error that is descriptive of an error resulting with a predictive quantization of said audio parameter of said audio signal segment;

determine whether said first quantization error multiplied by an adaptive scaling factor is smaller than said second quantization error, said adaptive scaling factor representing an adaptive margin for said audio signal segment, said adaptive margin being dependent on a number of consecutive audio signal segments that precede said audio signal segment in which said audio parameter is provided quantized with said predictive quantization;

provide said audio parameter of said audio segment quantized with said non-predictive quantization as part of an encoded audio signal at least in case the outcome of said determination is affirmative;

provide otherwise said audio parameter of said audio segment quantized with said predictive quantization as part of an encoded audio signal; and

cause storage or transmission over a communication channel of the encoded audio signal.

18. The computer program product according to claim 17, wherein the set of instructions further causes the apparatus to increase said adaptive margin from a predefined initial value by a predefined amount for one of:

each audio signal segment between said audio signal segment and a closest preceding audio signal segment in which said audio parameter is provided quantized with said non-predictive quantization; and

each audio signal segment in excess of a predefined threshold between said audio signal segment and a closest preceding audio signal segment in which said audio parameter is provided quantized with said non-predictive quantization.