System for bandwidth extension of narrow-band speech
View Patent ↗A system and method are disclosed for extending the bandwidth of a narrowband signal such as a speech signal. The method applies a parametric approach to bandwidth extension but does not require training. The parametric representation relates to a discrete acoustic tube model (DATM). The method comprises computing narrowband linear predictive coefficients (LPCs) from a received narrowband speech signal, computing narrowband partial correlation coefficients (parcors) using recursion, computing M nb area coefficients from the partial correlation coefficient, and extracting M wb area coefficients using interpolation. Wideband parcors are computed from the M wb area coefficients and wideband LPCs are computed from the wideband parcors. The method further comprises synthesizing a wideband signal using the wideband LPCs and a wideband excitation signal, highpass filtering the synthesized wideband signal to produce a highband signal, and combining the highband signal with the original narrowband signal to generate a wideband signal. In a preferred variation of the invention, the M nb area coefficients are converted to log-area coefficients for the purpose of extracting, through shifted-interpolation, M wb log-area coefficients. The M wb log-area coefficients are then converted to M wb area coefficients before generating the wideband parcors.
1. A method of generating a signal using a computing device, the method causing the computing device to perform steps comprising:
computing first area coefficients based on a first set of coefficients;
generating second area coefficients based at least in part on the first area coefficients; and
generating a wideband signal based at least in part on the second area coefficients.
2. The method of claim 1 , wherein computing the first area coefficients is based in at least part on a narrowband signal.
3. The method of claim 2 , wherein the first area coefficients are narrowband coefficients and the second area coefficients are wideband area coefficients.
4. The method of claim 2 , wherein the computing device generates the wideband signal by using the narrowband signal interpolated to a narrowband signal sampling rate.
5. The method of claim 1 , wherein the computing device generates second area coefficients using interpolation.
6. The method of claim 1 , wherein the computing device computes the first area coefficients from the first set of coefficients using partial correlation coefficients (parcors) from a signal associated with the narrowband coefficients.
7. A system for generating a signal, the system comprising:
a processor;
a first module controlling the processor to compute first area coefficients based on a first set of coefficients;
a second module controlling the processor to generate second area coefficients based at least in part on the first area coefficients; and
a third module controlling the processor to generate a wideband signal based at least in part on the second area coefficients.
8. The system of claim 7 , wherein the first module computes the first area coefficients based at least in part on a narrowband signal.
9. The system of claim 8 , wherein the first area coefficients are narrowband coefficients and second coefficients are wideband area coefficients.
10. The system of claim 8 , wherein the third module that generates the wideband signal by using the narrowband signal interpolated to a narrowband signal sampling rate.
11. The system of claim 7 , wherein the second module generates the second area coefficients uses interpolation.
12. The system of claim 7 , wherein the first module computes the first area coefficients from the first set of coefficients partial correlation coefficients (parcors) from a signal associated with the narrowband coefficients.
13. The system of claim 7 , wherein the first set of coefficients are narrowband coefficients.
14. A tangible computer-readable medium storing a computer program having instructions for controlling a computing device to generate a signal according to the following method:
computing first area coefficients based on a first set of coefficients;
generating second area coefficients based at least in part on the first area coefficients; and
generating a wideband signal based at least in part on the second area coefficients.
15. The tangible computer-readable medium of claim 14 , wherein the first set of coefficients are narrowband coefficients.
16. The tangible computer-readable medium of claim 14 , wherein the first area coefficients are narrowband coefficients and the second area coefficients are wideband coefficients.
17. The tangible computer-readable medium of claim 14 , wherein generating the wideband signal comprises combining the wideband signal with the narrowband signal interpolated to a narrowband signal sampling rate.
18. The tangible computer-readable medium of claim 14 , wherein computing first area coefficients from the narrowband coefficients further comprises computing the first area coefficients using partial correlation coefficients (parcors) from a signal associated with the narrowband coefficients.