Determining media device activation based on frequency response analysis
View Patent ↗Methods, apparatus, systems and articles of manufacture (e.g., physical storage media) to determine media device activation based on frequency response analysis are disclosed. Example methods disclosed herein include determining a reference frequency response based on first frequency values of an audio signal used to perform watermark detection for a first time interval during which a media device has been determined to be active. Such example methods also include determining a second frequency response based on second frequency values of the audio signal used to perform watermark detection for a second time interval different from the first time interval. Such example methods further include comparing the second frequency response with the reference frequency response to determine whether the media device was active during the second time interval.
1. A method to monitor a media device, the method comprising:
determining, by executing an instruction with a processor, a reference frequency response based on first frequency values of an audio signal used to perform watermark detection for a first time interval during which the media device has been determined to be active;
determining, by executing an instruction with the processor, a second frequency response based on second frequency values of the audio signal used to perform watermark detection for a second time interval different from the first time interval;
comparing, by executing an instruction with the processor, the second frequency response with the reference frequency response to determine whether the media device was active during the second time interval; and
in response to determining that, based on the comparing of the second frequency response with the reference frequency response, the media device was inactive during the second time interval, conserving processing resources by executing an instruction with the processor to disable further generation of monitoring data using a portion of the audio signal corresponding to the second time interval.
2. The method as defined in claim 1 , wherein the comparing of the second frequency response with the reference frequency response includes:
determining a value of a dot product of the second frequency response and the reference frequency response; and
comparing the value of the dot product to a threshold to determine whether the media device was active during the second time interval.
3. The method as defined in claim 1 , further including, in response to determining that a valid watermark was detected when performing watermark detection for the first time interval using the first frequency values, determining that the media device was active during the first time interval.
4. The method as defined in claim 1 , further including:
determining a third frequency response based on third frequency values of the audio signal used to perform watermark detection for a third time interval after the first time interval; and
in response to determining that a valid watermark was detected when performing watermark detection for the third time interval, replacing the reference frequency response with the third frequency response.
5. The method as defined in claim 4 , further including:
comparing the third frequency response with the reference frequency response; and
in response to determining that the third frequency response does not match the reference frequency response, indicating that at least one of: (i) the media device moved relative to a position of the media device during the first time interval, or (ii) an environment in which the media device is in operation has changed relative to an arrangement of the environment during the first time interval.
6. The method as defined in claim 1 , wherein the comparing of the second frequency response with the reference frequency response is performed in response to determining that no valid watermark was detected when performing watermark detection for the second time interval.
7. The method as defined in claim 6 , further including, when no valid watermark was detected when performing watermark detection for the second time interval, conditioning whether to determine a signature from a portion of the audio signal corresponding to the second time interval based on whether the comparing of the second frequency response with the reference frequency response indicates that the media device was active during the second time interval.
8. A tangible machine readable storage medium comprising machine readable instructions which, when executed, cause a machine to at least:
determine a reference frequency response based on first frequency values of an audio signal used to perform watermark detection for a first time interval during which a media device has been determined to be active;
determine a second frequency response based on second frequency values of the audio signal used to perform watermark detection for a second time interval different from the first time interval;
compare the second frequency response with the reference frequency response to determine whether the media device was active during the second time interval; and
in response to determining that, based on the comparing of the second frequency response with the reference frequency response, the media device was inactive during the second time interval, disable further generation of monitoring data using a portion of the audio signal corresponding to the second time interval.
9. The storage medium as defined in claim 8 , wherein to compare the second frequency response with the reference frequency response, the machine readable instructions, when executed, further cause the machine to:
determine a value of a dot product of the second frequency response and the reference frequency response; and
compare the value of the dot product to a threshold to determine whether the media device was active during the second time interval.
10. The storage medium as defined in claim 8 , wherein the machine readable instructions, when executed, further cause the machine to:
determine a third frequency response based on third frequency values of the audio signal used to perform watermark detection for a third time interval after the first time interval; and
in response to determining that a valid watermark was detected when performing watermark detection for the third time interval, replace the reference frequency response with the third frequency response.
11. The storage medium as defined in claim 10 , wherein the machine readable instructions, when executed, further cause the machine to:
compare the third frequency response with the reference frequency response; and
indicate that at least one of: (i) the media device moved relative to a position of the media device during the first time interval, or (ii) an environment in which the media device is in operation has changed relative to an arrangement of the environment during the first time interval, in response to determining that the third frequency response does not match the reference frequency response.
12. The storage medium as defined in claim 8 , wherein the machine readable instructions, when executed, cause the machine to compare the second frequency response with the reference frequency response in response to determining that no valid watermark was detected when performing watermark detection for the second time interval.
13. The storage medium as defined in claim 12 , wherein the machine readable instructions, when executed, further cause the machine to condition whether to determine a signature from a portion of the audio signal corresponding to the second time interval based on whether (i) the comparing of the second frequency response with the reference frequency response indicates that the media device was active during the second time interval, and (ii) no valid watermark was detected when performing watermark detection for the second time interval.
14. An apparatus to monitor a media device, the apparatus comprising:
a frequency response determiner to:
determine a reference frequency response based on first frequency values of an audio signal used to perform watermark detection for a first time interval during which the media device has been determined to be active; and
determine a second frequency response based on second frequency values of the audio signal used to perform watermark detection for a second time interval different from the first time interval;
a comparator to compare the second frequency response with the reference frequency response to determine whether the media device was active during the second time interval; and
a status evaluator to disable further generation of monitoring data using a portion of the audio signal corresponding to the second time interval in response to determining that, based on the comparing of the second frequency response with the reference frequency response, the media device was inactive during the second time interval.
15. The apparatus as defined in claim 14 , wherein the comparator is to compare the second frequency response with the reference frequency response by:
determining a value of a dot product of the second frequency response and the reference frequency response; and
comparing the value of the dot product to a threshold to determine whether the media device was active during the second time interval.
16. The apparatus as defined in claim 14 , wherein the frequency response determiner is to determine a third frequency response based on third frequency values of the audio signal used to perform watermark detection for a third time interval after the first time interval, and further including a reference response identifier to replace the reference frequency response with the third frequency response in response to determining that a valid watermark was detected when performing watermark detection for the third time interval.
17. The apparatus as defined in claim 16 , wherein the comparator is to compare the third frequency response with the reference frequency response, and further including a status evaluator to indicate that at least one of: (i) the media device moved relative to a position of the media device during the first time interval, or (ii) an environment in which the media device is in operation has changed relative to an arrangement of the environment during the first time interval, in response to determining that the third frequency response does not match the reference frequency response.
18. The apparatus as defined in claim 14 , wherein the comparator is to compare the second frequency response with the reference frequency response in response to determining that no valid watermark was detected when performing watermark detection for the second time interval.
19. The apparatus as defined in claim 18 , wherein the status evaluator is further to condition whether to determine a signature from a portion of the audio signal corresponding to the second time interval based on whether (i) the comparing of the second frequency response with the reference frequency response indicates that the media device was active during the second time interval, and (ii) no valid watermark was detected when performing watermark detection for the second time interval.
20. The method as defined in claim 1 , wherein the first frequency values correspond to first frequency bin values determined from samples of the audio signal sensed during the first time interval, the frequency bin values grouped into a plurality of watermark code bands conveying watermark data.