A person (of either sex) entering the first year of an institution, especially a high school (ninth grade for US and Canada, grade 7 for Philippines), a university, or legislative body.
grade seven
noun
Seventh grade.
How often have the words freshman and grade seven occurred in a corpus of books? (source: Google Ngram Viewer )