The normalization in the audio processing is the peak normalization. A loudness normalization is much more useful than peak normalization.
For audio clips shorter than 3 seconds, it can be looped in the algorithm to get a usable EBU loudness result as the reference. The gain adjusting is not a linear procedure which needs more investigations.
Here is the reference article.