This is not a military song, it is a folk song performed by the Alexandrov Red Army Choir:
"Kalinka" (Russian: Калинка) is a Russian song written in 1860 by the composer and folklorist Ivan Larionov and first performed in Saratov as part of a theatrical entertainment that he had composed.
