Method, apparatus and computer program product for providing rhythm information from an audio signal
View Patent ↗An apparatus for providing a beat and tatum tracker includes an accent filter bank, a periodicity estimator, a period estimator and a phase estimator. The accent filter bank is configured to downsample an input audio signal. The periodicity estimator is configured to determine a periodicity based on the downsampled signal. The period estimator is configured to determine a period based on the periodicity. The phase estimator is configured to estimate a phase based on the period for determining beat and tatum times of the input audio signal.
1. A method comprising:
employing downsampling to preprocess an input audio signal;
determining a periodicity and period based on the downsampled signal;
performing, via a processor, a phase estimation based on the period to determine a score comprising an average of filter outputs at intervals defined by the period; and
determining beat information based on the period and the score associated with the phase estimation.
2. A method according to claim 1 , further comprising an initial operation of resampling the input audio signal.
3. A method according to claim 1 , wherein employing downsampling comprises performing a data reduction using a decimating sub-band filter bank.
4. A method according to claim 1 , wherein employing downsampling comprises performing a data reduction using a quadrature mirror filter.
5. A method according to claim 1 , wherein determining the periodicity comprises transforming a signal derived from the input audio signal using a discrete cosine transform.
6. A method according to claim 1 , wherein determining the period comprises determining the period based on the periodicity.
7. A method according to claim 1 , wherein performing the phase estimation comprises selectively employing comb filters to filter accent information.
8. A method according to claim 7 , wherein performing the phase estimation comprises performing the phase estimation based on the accent information and the period.
9. A method according to claim 1 , wherein employing downsampling further comprises extracting accent information from the input audio signal.
10. A method according to claim 1 , wherein determining the periodicity comprises transforming a signal derived from the input audio signal using a chirp z-transform.
11. A method according to claim 1 , further comprising calculating one of beat times or tatum times based on corresponding one of beat period information or tatum period information.
12. A computer program product comprising at least one computer-readable storage medium having computer-readable program code portions stored therein, the computer-readable program code portions comprising:
a first executable portion for employing downsampling to preprocess an input audio signal;
a second executable portion for determining a periodicity and period based on the downsampled signal;
a third executable portion for performing a phase estimation based on the period to determine a score comprising an average of filter outputs at intervals defined by the period; and
a fourth executable portion for determining beat information based on the period and the score associated with the phase estimation.
13. A computer program product according to claim 12 , further comprising a fifth executable portion for an initial operation of resampling the input audio signal.
14. A computer program product according to claim 12 , wherein the first executable portion includes instructions for performing a data reduction using a decimating sub-band filter bank.
15. A computer program product according to claim 12 , wherein the first executable portion includes instructions for performing a data reduction using a quadrature mirror filter.
16. A computer program product according to claim 12 , wherein the second executable portion includes instructions for transforming a signal derived from the input audio signal using one of a discrete cosine transform or a chirp z-transform.
17. A computer program product according to claim 12 , wherein the second executable portion includes instructions for determining the period based on the periodicity.
18. A computer program product according to claim 12 , wherein the third executable portion includes instructions for selectively employing comb filters to filter accent information.
19. A computer program product according to claim 18 , wherein the third executable portion includes instructions for performing the phase estimation based on the accent information and the period.
20. A computer program product according to claim 12 , wherein the first executable portion includes instructions for employing downsampling further comprises extracting accent information from the input audio signal.
21. A computer program product according to claim 12 , further comprising a fifth executable portion for calculating one of beat times or tatum times based on corresponding one of beat period information or tatum period information.
22. An apparatus comprising:
an accent filter bank configured to downsample an input audio signal;
a periodicity estimator configured to determine a periodicity based on the downsampled signal;
a period estimator configured to determine a period based on the periodicity; and
a phase estimator configured to estimate a phase based on the period to determine a score comprising an average of filter outputs at intervals defined by the period for determining beat and tatum times of the input audio signal based on the period and the score associated with the phase estimation.
23. An apparatus according to claim 22 , further comprising a resampler configured to resample the input audio signal.
24. An apparatus according to claim 22 , wherein the accent filter bank comprises a decimating sub-band filter bank.
25. An apparatus according to claim 22 , wherein the accent filter bank comprises a quadrature mirror filter.
26. An apparatus according to claim 22 , wherein the accent filter bank comprises a power estimation element.
27. An apparatus according to claim 22 , wherein the accent filter bank comprises an accent computation element.
28. An apparatus according to claim 27 , wherein the accent computation element is configured to extract accent information from the input audio signal.
29. An apparatus according to claim 28 , wherein the phase estimator includes a selectively determined number of comb filters configured to filter the accent information.
30. An apparatus according to claim 28 , wherein the phase estimator is configured to perform the phase estimation based on the accent information and the period.
31. An apparatus according to claim 22 , wherein the periodicity estimator is configured to transform a signal derived from the input audio signal using one of a discrete cosine transform or a chirp z-transform.
32. An apparatus according to claim 22 , wherein the period estimator is configured to determine the period based on the periodicity.
33. An apparatus according to claim 22 , wherein the apparatus is embodied in a mobile terminal.
34. An apparatus according to claim 22 , wherein the phase estimator is configured to calculate one of beat times or tatum times based on corresponding one of beat period information or tatum period information.
35. An apparatus comprising:
means for employing downsampling to preprocess an input audio signal;
means for determining a periodicity and period based on the downsampled signal;
means for performing a phase estimation based on the period to determine a score comprising an average of filter outputs at intervals defined by the period; and
means for determining beat information based on the period and the score associated with the phase estimation.
36. An apparatus comprising a processor configured to:
employ downsampling to preprocess an input audio signal;
determine a periodicity and period based on the downsampled signal;
perform a phase estimation based on the period to determine a score comprising an average of filter outputs at intervals defined by the period; and
determine beat information based on the period and the score associated with the phase estimation.