VIDEO OR AUDIO PROCESSING FORMING AN ESTIMATED QUANTILE
A method of audio processing receives a sequence of sample values, each corresponding with a location in video or audio content; forms an initially estimated quantile value; and then modifies the estimated value in dependence upon a count of the results of comparisons between sample values within a fixed-length interval of the sequence of samples values and the estimated value to form an estimated quantile of the sequence of sample values. The estimated quantile is used in the measurement or control of loudness.
1 . Apparatus for measuring or correcting loudness of audio content, comprising:
an estimated quantile value store, configured to receive an initially estimated quantile value and to maintain a current estimated quantile value;
a comparator configured to form comparisons between data values within a fixed-length interval of the said sequence of data values and the current estimated quantile value of the store;
a modifier configured to modify the current estimated quantile value of the store in dependence upon a count of the results of said comparisons; and
a loudness processing circuit configured to use the modified estimated quantile value in measuring or correcting loudness.
2 . Apparatus according to claim 1 in which the modification is proportional to the difference between:
the product of the quantile fraction and the number of data samples that exceed the current estimated quantile value; and,
the product of the complement of the quantile fraction and the number of data samples that are less than the current estimated quantile value.
3 . Apparatus according to claim 2 in which the fixed-length interval is one data value in length.
4 . Apparatus according to claim 3 in which, a plurality of fixed-length intervals are analysed and the respective modified estimate for each processed interval is output as a quantile estimate.
5 . Apparatus according to claim 4 in which a plurality of fixed-length intervals are analysed and a sequence of quantile estimates is output comprising, for each input data value, the respective sum of the modified quantile estimate from a preceding interval and the instantaneous value of the modification for that data sample.
6 . A method of measuring or correcting loudness in audio content, the method comprising the steps in one or more processors of:
receiving a sequence of sample values derived from the audio content,
forming an initially estimated quantile value;
modifying the initially estimated quantile value in dependence upon a count of the results of comparisons between sample values within a fixed-length interval of the said sequence of samples values and the said initially estimated quantile value to form an estimated quantile of the sequence of sample values; and
using the estimated quantile of the sequence of sample values in the measurement or correction of loudness.
7 . A method according to claim 6 in which the modification is proportional to the difference between:
the product of the quantile fraction and the number of samples that exceed the estimated quantile value; and
the product of the complement of the quantile fraction and the number of samples that are less than the estimated quantile value.
8 . A method according to claim 6 in which the fixed-length interval is one data value in length.
9 . A method according to claim 6 in which, a plurality of fixed-length intervals are analysed and the respective modified estimate for each processed interval is output as a quantile estimate.
10 . A method according to claim 6 in which a plurality of fixed-length intervals are analysed and a sequence of quantile estimates is output comprising, for each input sample value, the respective sum of the modified quantile estimate from a preceding interval and the instantaneous value of the modification for that sample.
11 . A non-transitory computer program product adapted to cause programmable apparatus to implement a method of measuring loudness in audio content, the method comprising the steps in one or more processors of:
receiving a sequence of sample values derived from the audio content,
forming an initially estimated quantile value;
modifying the initially estimated quantile value in dependence upon a count of the results of comparisons between sample values within a fixed-length interval of the said sequence of samples values and the said initially estimated quantile value to form an estimated quantile of the sequence of sample values; and
using the estimated quantile of the sequence of sample values in the measurement of loudness.
12 . A non-transitory computer program product according to claim 11 in which the modification is proportional to the difference between:
the product of the quantile fraction and the number of samples that exceed the estimated quantile value; and
the product of the complement of the quantile fraction and the number of samples that are less than the estimated quantile value.
13 . A non-transitory computer program product according to claim 12 in which the fixed-length interval is one data value in length.
14 . A non-transitory computer program product according to claim 12 in which, a plurality of fixed-length intervals are analysed and the respective modified estimate for each processed interval is output as a quantile estimate.
15 . A non-transitory computer program product according to claim 12 in which a plurality of fixed-length intervals are analysed and a sequence of quantile estimates is output comprising, for each input sample value, the respective sum of the modified quantile estimate from a preceding interval and the instantaneous value of the modification for that sample.