The usual practice of the era was to hand letter movie titles, sometimes with care so repeating letters look the same.
This lettering is an Art Nouveau style of the early 20th century.
It was sometimes made into fonts. For example Bohemian in the Miller and Richard Type Foundry of London and Edinburgh specimen book, digitized by Nick Curtis as Millrich Moravian NF http://www.myfonts.com/fonts/nicksfonts/millrich-moravian-nf/
It was also used on buildings. For example on the Kumla Skofabrik in Sweden cira 1920. Digitized by Göran Söderström as Kumla http://www.myfonts.com/fonts/autodidakt/kumla/
There are also some similarities to the ATF Thermotype circa 1930 digitized by Nick Curtis as Deux Chasses NF http://www.myfonts.com/fonts/nicksfonts/deux-chasses-nf/
Don

More: Niedermann Grotesk by steve mehallo based on work by Lucian Bernhard, as adapted for a font in 1908 by Heinz Hoffmann, http://www.myfonts.com/fonts/steve-mehallo/niedermann-grotesk/
Also consider, for the _G_, _S_ and _s_, Poster Gothic http://www.myfonts.com/fonts/abctypes/poster-gothic/
Also ITC Benguiat Gothic http://www.myfonts.com/fonts/itc/benguiat-gothic/
Don

Hi Don,
Thanks a lot for your info. You really helped me a lot here. My best option is Deux Chasses NF.