Envers and proxies for foreign key

So my entity has multiple @ManyToOne foreign keys:

@Entity
public class MyEntity {
 
    @Id
    @GeneratedValue(strategy = IDENTITY)
    private Long id;

    @ManyToOne(fetch = LAZY)
    private FK1 fk1;

    @ManyToOne(fetch = LAZY)
    private FK2 fk2;

    @ManyToOne(fetch = LAZY)
    private FK3 fk3;
}

While persisting I initialize fk1, fk2 and fk3 using respective entity proxy (entityManager.getReference()) and as a result only INSERT gets fired and no SELECTs were fired for each of the FKs.

But when I enable auditing for the entity, Hibernate Envers appears to be firing 3 SELECTs, one for each FK, at the time it INSERTs into the AUDIT tables.

@Entity
@Audited(targetAuditMode = NOT_AUDITED)
public class MyEntity {
...

How do I prevent this from happening? Is there way to tell Envers to initialize the FKs with entity proxies?