Methods and apparatus to identify media
Methods, apparatus, systems and articles of manufacture are disclosed to identify media. An example method includes: in response to a query, generating an adjusted sample media fingerprint by applying an adjustment to a sample media fingerprint; comparing the adjusted sample media fingerprint to a reference media fingerprint; and in response to the adjusted sample media fingerprint matching the reference media fingerprint, transmitting information associated with the reference media fingerprint and the adjustment.
1. A tangible, non-transitory computer readable storage medium comprising instruction which, when executed, cause one or more processors to perform a set of operations comprising:
receiving a query comprising one or more suspected alterations applied to a media signal from a client device, wherein the one or more suspected alterations corresponds to a pitch shift value in the media signal, wherein the media signal is associated with a sample fingerprint from the client device;
in response to receiving the query, applying one or more adjustments to at least one reference fingerprint to generate one or more adjusted reference fingerprints;
determining a match between at least one of the one or more adjusted reference fingerprints and the sample fingerprint; and
causing transmission of a communication to the client device, wherein the communication indicates an identification of the media signal and at least one of the one or more adjustments that, when applied to the at least one reference fingerprint, caused the sample fingerprint to match the at least one reference fingerprint.
2. The tangible, non-transitory computer readable storage medium of claim 1 , wherein the identification of the media signal comprises a title of a song.
3. The tangible, non-transitory computer readable storage medium of claim 1 , wherein the media signal comprises an audio signal, wherein the one or more suspected alterations applied to the audio signal further comprise at least one of a suspected time shift applied to the audio signal and a suspected resample ratio applied to the audio signal.
4. The tangible, non-transitory computer readable storage medium of claim 3 , wherein the set of operations further comprises:
generating a time shifted reference fingerprint to accommodate for the suspected time shift; and
generating a resampled reference fingerprint to accommodate for the suspected resample ratio.
5. The tangible, non-transitory computer readable storage medium of claim 4 , wherein the set of operations further comprises:
comparing the time shifted reference fingerprint to the sample fingerprint; and
comparing the resampled reference fingerprint to the sample fingerprint.
6. The tangible, non-transitory computer readable storage medium of claim 5 , wherein the set of operations further comprises generating, in parallel, the time shifted reference fingerprint and the resampled reference fingerprint and comparing, in parallel, the time shifted reference fingerprint and the resampled reference fingerprint to the sample fingerprint.
7. The tangible, non-transitory computer readable storage medium of claim 1 , wherein the set of operations further comprises comparing the at least one of the one or more adjusted reference fingerprints and the sample fingerprint based on at least one comparison criteria, wherein the at least one comparison criteria comprises one or more of a cross-correlation value between the at least one of the one or more adjusted reference fingerprints and the sample fingerprint or a Hamming distance between the at least one of the one or more adjusted reference fingerprints and the sample fingerprint.
8. A computer-implemented method comprising:
receiving a query comprising one or more suspected alterations applied to a media signal from a client device, wherein the one or more suspected alterations corresponds to a pitch shift value in the media signal, wherein the media signal is associated with a sample fingerprint from the client device;
in response to receiving the query, applying one or more adjustments to at least one reference fingerprint to generate one or more adjusted reference fingerprints;
determining a match between at least one of the one or more adjusted reference fingerprints and the sample fingerprint; and
causing transmission of a communication to the client device, wherein the communication indicates an identification of the media signal and at least one of the one or more adjustments that, when applied to the at least one reference fingerprint, caused the sample fingerprint to match the at least one reference fingerprint.
9. The computer-implemented method of claim 8 , wherein the identification of the media signal comprises a title of a song.
10. The computer-implemented method of claim 8 , wherein the media signal comprises an audio signal, wherein the one or more suspected alterations applied to the audio signal further comprise at least one of a suspected time shift applied to the audio signal and a suspected resample ratio applied to the audio signal.
11. The computer-implemented method of claim 10 , wherein the method further comprises:
generating a time shifted reference fingerprint to accommodate for the suspected time shift; and
generating a resampled reference fingerprint to accommodate for the suspected resample ratio.
12. The computer-implemented method of claim 11 , wherein the method further comprises:
comparing the time shifted reference fingerprint to the sample fingerprint; and
comparing the resampled reference fingerprint to the sample fingerprint.
13. The computer-implemented method of claim 12 , wherein the method further comprises generating, in parallel, the time shifted reference fingerprint and the resampled reference fingerprint and comparing, in parallel, the time shifted reference fingerprint and the resampled reference fingerprint to the sample fingerprint.
14. The computer-implemented method of claim 8 , wherein the method further comprises comparing the at least one of the one or more adjusted reference fingerprints and the sample fingerprint based on at least one comparison criteria, wherein the at least one comparison criteria comprises one or more of a cross-correlation value between the at least one of the one or more adjusted reference fingerprints and the sample fingerprint or a Hamming distance between the at least one of the one or more adjusted reference fingerprints and the sample fingerprint.
15. A computing device comprising:
at least one processors; and
tangible, non-transitory computer readable medium comprising instructions that, when executed, cause the at least one processor to perform a set of operations comprising:
receiving a query comprising one or more suspected alterations applied to a media signal from a client device, wherein the one or more suspected alterations corresponds to a pitch shift value in the media signal, wherein the media signal is associated with a sample fingerprint from the client device;
in response to receiving the query, applying one or more adjustments to at least one reference fingerprint to generate one or more adjusted reference fingerprints;
determining a match between at least one of the one or more adjusted reference fingerprints and the sample fingerprint; and
causing transmission of a communication to the client device, wherein the communication indicates an identification of the media signal and at least one of the one or more adjustments that, when applied to the at least one reference fingerprint, caused the sample fingerprint to match the at least one reference fingerprint.
16. The computing device of claim 15 , wherein the identification of the media signal comprises a title of a song.
17. The computing device of claim 15 , wherein the media signal comprises an audio signal, wherein the one or more suspected alterations applied to the audio signal further comprise at least one of a suspected time shift applied to the audio signal and a suspected resample ratio applied to the audio signal.
18. The computing device of claim 17 , wherein the set of operations further comprises:
generating a time shifted reference fingerprint to accommodate for the suspected time shift;
generating a resampled reference fingerprint to accommodate for the suspected resample ratio;
comparing the time shifted reference fingerprint to the sample fingerprint; and
comparing the resampled reference fingerprint to the sample fingerprint.
19. The computing device of claim 18 , wherein the set of operations further comprises generating, in parallel, the time shifted reference fingerprint and the resampled reference fingerprint and comparing, in parallel, the time shifted reference fingerprint and the resampled reference fingerprint to the sample fingerprint.
20. The computing device of claim 15 , wherein the set of operations further comprises comparing the at least one of the one or more adjusted reference fingerprints and the sample fingerprint based on at least one comparison criteria, wherein the at least one comparison criteria comprises one or more of a cross-correlation value between the at least one of the one or more adjusted reference fingerprints and the sample fingerprint or a Hamming distance between the at least one of the one or more adjusted reference fingerprints and the sample fingerprint.