Methods and apparatus for identifying media using temporal signal characteristics
View Patent ↗Methods and apparatus to identify media content using temporal signal characteristics are disclosed. An example method to identify media content includes generating a first signature based on a media content signal, the first signature comprising a plurality of first normalized features, each normalized feature corresponding to a signal peak and located at a temporal location of the signal peak in the audio signal, correlating the first signature to a reference signature comprising second normalized features to obtain an index, and determining that the first signature represents the same media content as the reference signature when the index is greater than a threshold.
1. A method to identify media, comprising:
generating a first signature based on a media signal, the first signature comprising a plurality of first normalized features, the normalized features respectively corresponding to a corresponding signal peak and located at a temporal location of the signal peak in the media signal;
correlating the first signature to a reference signature comprising second normalized features to obtain an index; and
determining that the first signature represents the same media as the reference signature when the index is greater than a threshold.
2. A method as defined in claim 1 , wherein the index comprises a cross-correlation coefficient of the first signature and the reference signature.
3. A method as defined in claim 1 , wherein each of the first and second normalized features has an identical magnitude.
4. A method as defined in claim 1 , wherein the magnitude of the first signature at locations other than the first normalized features is equal to a second magnitude different from the magnitude of the first normalized features.
5. A method as defined in claim 1 , wherein each of the first normalized features has an identical length.
6. A method as defined in claim 1 , wherein the media signal comprises at least one of an audio signal or a video signal.
7. A method as defined in claim 1 , wherein the signal peak is based on a sum of a plurality of peak magnitudes of the media signal, the peak magnitudes existing between zero crossings of the media signal.
8. An apparatus, comprising:
a feature generator to generate a first signature based on a media signal, the first signature comprising a plurality of first normalized features, the normalized features respectively corresponding to a corresponding signal peak and located at a temporal location of the signal peak in the media signal;
a correlator to correlate the first signature to a reference signature comprising second normalized features to obtain an index; and
an index comparator to determine that the first signature represents the same media as the reference signature when the index satisfies a threshold.
9. An apparatus as defined in claim 8 , wherein the index comprises a cross-correlation coefficient of the first signature and the reference signature.
10. An apparatus as defined in claim 8 , wherein each of the first and second normalized features has an identical magnitude.
11. An apparatus as defined in claim 8 , wherein the magnitude of the first signature at locations other than the first normalized features is equal to a second magnitude different from the magnitude of the first normalized features.
12. An apparatus as defined in claim 8 , wherein each of the first normalized features has an identical length.
13. An apparatus as defined in claim 8 , wherein the media signal comprises at least one of an audio signal or a video signal.
14. An apparatus as defined in claim 8 , wherein the signal peak is based on a sum of a plurality of peak magnitudes of the media signal, the peak magnitudes existing between zero crossings of the media signal.
15. An article of manufacture comprising machine readable instructions which, when executed, cause a machine to at least:
generate a first signature based on a media signal, the first signature comprising a plurality of first normalized features, the normalized features respectively corresponding to corresponding signal peaks and located at a temporal location of the signal peak in the media signal;
correlate the first signature to a reference signature comprising second normalized features to obtain an index; and
determine that the first signature represents the same media as the reference signature when the index is greater than a threshold.
16. An article of manufacture as defined in claim 15 , wherein the index comprises a cross-correlation coefficient of the first signature and the reference signature.
17. An article of manufacture as defined in claim 15 , wherein each of the first and second normalized features has an identical magnitude.
18. An article of manufacture as defined in claim 15 , wherein the magnitude of the first signature at locations other than the first normalized features is equal to a second magnitude different from the magnitude of the first normalized features.
19. An article of manufacture as defined in claim 15 , wherein each of the first normalized features has an identical length.
20. An article of manufacture as defined in claim 15 , wherein the media signal comprises at least one of an audio signal or a video signal.