After Roussel left the Navy in 1894, he began to study music with Eugène Gigout. He continued his studies until 1908 at the Schola Cantorum (one of his teachers there was Vincent d'Indy). While he studied, he would also teach at the Schola. His fellow students were Erik Satie and the young Edgard Varèse.