Abstract—Musical instrument recognition is an important aspect
of music information retrieval. In this paper, statistical pattern
recognition techniques are utilized to tackle the problem in
the context of solo musical phrases. Ten instrument classes from
different instrument families are considered. A large sound database
is collected from excerpts of musical phrases acquired from
commercial recordings translating different instrument instances,
performers, and recording conditions.