Title :
Automatic MIDI data making from music WAVE data performed by 2 instruments using blind signal separation
Author :
Tanaka, Toshiyuki ; Tagami, Yasuyuki
Author_Institution :
Fac. of Sci. & Technol., Keio Univ., Japan
Abstract :
This paper deals with automatic MIDI data making system. We treat eight kinds of instruments include polyphonic ones. First we performed blind signals separation by extended H-J method, and estimated channels of each frequency components, Then harmonics structures and decay rates were automatically got from and according to these data, only fundamental frequency components were extracted. Finally pitch, volume, length, attack time, tone, and tempo were obtained from fundamental frequency components and MIDI data was made from this. We obtained a system that could deal with multiple instruments without setting different parameters.
Keywords :
acoustic signal processing; blind source separation; electronic music; frequency synthesizers; harmonic analysis; musical instruments; attack time; automatic MIDI data making; automatic score transcription; blind signal separation; decay rates; extended H-J method; fundamental frequency components; harmonics structures; length; music WAVE data; pitch; polyphonic instruments; tempo; tone; volume; Blind source separation; Computer simulation; Data mining; Equations; Frequency; Instruments; Keyboards; Multiple signal classification; Music; Source separation;
Conference_Titel :
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN :
0-7803-7631-5
DOI :
10.1109/SICE.2002.1195442