![]() If you have a single spike somewhere in your input file that hits max volume, then normalization does nothing for you.Ĭompression / Limiting this takes a slightly different approach and is used extensively in music recording. This technique is only useful if the loudest part is 50% volume or less. Normalization this simply involves searching for the loudest part of the audio, then amplifying the whole file so that the loudest part goes to maximum volume. There are two main ways to approach this problem: ![]() Once these filters are run, there will be more room for amplifying the sound without introducing distortion. The click filter is a lowpass, and the de-esser is a highpass. This can be optimized by doing a click filter first, to eliminate spurious transients, and also by de-essing, which makes sure the waveform is evenly centered around the median value by removing low frequency components that cannot be produced by speakers or heard by the human ear. So you loop through the array holding the audio file, and replace the previous value for each sample with the value * 1.8. , and if you want your max volume to be 0.9887997070223*the max availible, that gives you a new scale factor of 1.8. Then you iterate through your file and multiply every sample by that number.įor example with CD quality audio your highest possible absolute value for a sample is 32767 (fudging this to make the example easier, the real range is -32768 to 32767, but treating 32767 as your max makes things much simpler here), so if you scanned through and the highest absolute value you found was 18000, than your amplification factor will be 1.8203888. If the result is not one, it becomes your scale value. You divide your maximum possible value by this number (which is guaranteed to be equal or smaller), and then you multiply that by your desired peak level (ie. The general idea with the algorithm is to find the highest absolute value sample (audio should be centered, whatever the measurement of the sampled data). A command line program that does this is sox.
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