To help portray Edith Piaf, Marion Cotillard shaved back her hairline and shaved off her eyebrows, which were later penciled in, to better resemble the singer.
This is the second film of Marion Cotillard's to feature the song La Vie En Rose. The first was Jeux d'enfants (2003), in which the song was played prominently throughout.