v appears in many non-Romance languages too, and it can mean different sounds. Most languages that use the Latin alphabet treat v as the voiced “v” sound (bottom lip to top teeth). In Corsican, v can be heard as b, v, a softer bilabial sound, or even a w-like sound, depending on the place in the word.
In German, native words often use v for an “f” sound (for example, Vater = father), while loanwords keep the “v” sound. In Dutch, v was voiced but in many regions it is heard more like f in some positions. When writing Cherokee with Latin letters, v is used for a nasalized “uh” sound.