Linear predictive coding implementation of digital watermarks
View Patent ↗Z-transform calculations may be used to encode (and/or decode) carrier signal independent data (e.g., digital watermarks) to a digital sample stream. Deterministic and non-deterministic components of a digital sample stream signal may be analyzed for the purposes of encoding carrier signal independent data to the digital sample stream. The carrier signal independent data may be encoded in a manner such that it is restricted or concentrated primarily in the non-deterministic signal components of the carrier signal. The signal components can include a discrete series of digital samples and/or a discreet series of carrier frequency sub-bands of the carrier signal. Z-transform calculations may be used to measure a desirability of particular locations and a sample stream in which to encode the carrier signal independent data.
1. An article of manufacture comprising a non-transitory machine-readable medium, having thereon stored in non-transitory form instructions adapted to be executed by a processor, which instructions when executed by said processor result in a process of removing carrier signal independent data from a digital sample stream, comprising:
receiving a digital sample stream encoded with carrier signal independent data;
using linear predictive coding calculations to identify signal components of said digital sample stream; and
extracting carrier signal independent data from said digital sample stream.
2. The article of claim 1 , wherein said carrier signal independent data comprises digital watermark data.
3. The article of claim 1 , wherein the step of extracting comprises:
extracting carrier signal independent data based on one or more locations within said identified signal components.
4. The article of claim 1 , wherein the step of extracting comprises:
extracting carrier signal independent data with a key.
5. The article of claim 1 , wherein said signal components comprise at least one of:
a) a discrete series of digital samples, and
b) a discrete series of carrier frequency sub-bands of the digital sample stream.
6. An article of manufacture comprising a non-transitory machine-readable medium, having thereon stored in non-transitory form instructions adapted to be executed by a processor, which instructions when executed by said processor result in a process of analyzing signal components in a digital sample stream, comprising:
receiving a content signal comprising a digital sample stream;
using linear predictive coding calculations to analyze signal components of said digital sample stream, said signal components being characterized by at least one of the following group:
a) a discrete series of digital samples, and
b) a discrete series of carrier frequency sub-bands of the content signal; and
encoding carrier signal independent data in the signal components of the digital sample stream.
7. The article of claim 6 , wherein said carrier signal independent data comprises digital watermark data.
8. The article of claim 6 , wherein the step of encoding carrier signal independent data comprises:
encoding carrier signal independent data such that it is concentrated primarily in the non-deterministic signal components of the content signal and such that said carrier signal independent data is located within the non-deterministic signal components using information about the position of a watermarking party in a distribution chain.
9. An article of manufacture comprising a non-transitory machine-readable medium, having thereon stored in non-transitory form instructions adapted to be executed by a processor, which instructions when executed by said processor result in a process of using linear predictive coding calculations to measure a desirability of locations in a digital signal in which to encode carrier signal independent data, comprising:
receiving a digital signal;
and using linear predictive coding calculations to identify locations in said digital signal which would be desirable for encoding carrier signal independent data; and
wherein said locations are identified using at least one of the following characteristics of said digital signal: wave, amplitude, frequency, band energy, and phase energy.
10. The article of claim 9 , further comprising:
encoding said carrier signal independent data into said identified locations of said digital signal to produce an embedded digital signal.
11. The article of claim 10 , further comprising:
compressing the carrier signal independent data before the encoding step.
12. The article of claim 10 , further comprising:
compressing the digital signal before using linear predictive coding information to identify locations.
13. The article of claim 10 , further comprising:
compressing the embedded digital signal.
14. The article of claim 10 , further comprising:
compressing the carrier signal independent data before the encoding step and compressing the embedded digital signal.
15. An article of manufacture comprising a non-transitory machine-readable medium, having thereon stored in non-transitory form instructions adapted to be executed by a processor, which instructions when executed by said processor result in a process of using linear predictive coding calculations to detect at least one of a plurality of digital watermarks from a content signal, comprising:
receiving a content signal;
using linear predictive coding calculations to identify signal components of said content signal, said signal components being characterized by at least one of the following groups:
a) a discrete series of digital samples, and
b) a discrete series of carrier frequency sub-bands of the content signal; and
detecting the at least one of a plurality of digital watermarks from said signal components of said content signal.
16. The article of claim 15 , wherein the content signal is an analog waveform.
17. The article of claim 15 , wherein the signal components are non-contiguous.
18. The article of claim 15 , wherein the content signal may first be decompressed before using linear predictive coding to identify signal components.
19. The article of claim 15 , wherein the location of at least a portion of the at least one of a plurality of digital watermarks is represented by at least one of the following: sample, frequency, phase or combinations thereof.
20. The article of claim 15 , wherein the step of detecting comprises:
detecting the at least one of a plurality of digital watermarks based on one or more locations within said signal components.
21. The article of claim 15 , wherein the signal components are identified using at least one of the following characteristics of the content signal: wave, amplitude, frequency, band energy, and phase energy.
22. The article of claim 15 , wherein the linear predictive coding calculations enable compression of predictable signal components and at least one of the following:
a) preservation of unpredictable signal components and
b) stochastic representation of unpredictable signal components.
23. The method of claim 15 , wherein at least one of the plurality of digital watermarks is accessible with a key.