The film was shot in Wuhan dialect, instead of Standard Mandarin. Hence, most of Chinese audiences, like all foreign audiences, actually have to read the subtitles in order to understand what the characters are saying.
According to Yi'nan Diao, the director of the film, The Wild Goose Lake is a film noir.