No, not necessarily. The potential to become a Reyvateil is something you're born with. Anyone can study Hymmnos, the language of Song Magic, but only Reyvateils can use it to craft Song Magic.

When a human girl awakens to her power and becomes a Reyvateil, the process changes her body so it's capable of preforming Song Magic.