Interactive Music Summarization based on GTTM
K. Hirata and S. Matsuda
Abstract:
This paper presents a music summarization system called "Papipuun"
that we are developing. Papipuun performs quick listening in a manner
similar to a stylus skipping on a scratched record, but the skipping
occurs correctly at punctuations of musical phrases, not arbitrarily.
First, we developed a method for representing polyphony based on
time-span reduction in the generative theory of tonal music (GTTM) and
the deductive object-oriented database (DOOD). The operation, least
upper bound, plays an important role in similarity checking of
polyphonies represented in our method. Next, in a preprocessing
phase, a user analyzes a set piece by the time-span reduction, using a
dedicated tool called TS-Editor. For the real-time phase, the user
interacts with the main system, Summarizer, to perform music
summarization. Summarizer discovers a piece structure by means of
similarity checking. When the user identifies the fragments to be
skipped, Summarizer deletes them and concatenates the rest. Papipuun
can produce a music summarization of good quality, reflecting the
atmosphere of an entire piece through interaction with the user.