TY - GEN
T1 - Multi-pitch estimation based on partial event and support transfer
AU - Duan, Zhiyao
AU - Zhang, Dan
AU - Zhang, Changshui
AU - Shi, Zhenwei
PY - 2007
Y1 - 2007
N2 - This paper proposes a method for the multi-pitch estimation of polyphonic music signals. Instead of on the frame level, the estimation is based on the Partial Event, which is defined like the note event in MIDI. All partial events in a piece of music are extracted dynamically in the process of the frame by frame Short Time Fourier Transform (STFT). For each event, Net Support degree received from other events is calculated and the events with the highest support degrees are selected to be the fundamental frequency (F0) events. From another point of view, the support is transferred from higher frequency partial events to lower ones and finally concentrated on the F0 events. This method can estimate the number of concurrent sounds, the onset and offset times of the notes. Experiments on both randomly mixed chord signals and synthesized ensemble music signals in "wav" format are conducted and the results are promising.
AB - This paper proposes a method for the multi-pitch estimation of polyphonic music signals. Instead of on the frame level, the estimation is based on the Partial Event, which is defined like the note event in MIDI. All partial events in a piece of music are extracted dynamically in the process of the frame by frame Short Time Fourier Transform (STFT). For each event, Net Support degree received from other events is calculated and the events with the highest support degrees are selected to be the fundamental frequency (F0) events. From another point of view, the support is transferred from higher frequency partial events to lower ones and finally concentrated on the F0 events. This method can estimate the number of concurrent sounds, the onset and offset times of the notes. Experiments on both randomly mixed chord signals and synthesized ensemble music signals in "wav" format are conducted and the results are promising.
UR - https://www.scopus.com/pages/publications/46449133565
U2 - 10.1109/icme.2007.4284625
DO - 10.1109/icme.2007.4284625
M3 - 会议稿件
AN - SCOPUS:46449133565
SN - 1424410177
SN - 9781424410170
T3 - Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007
SP - 216
EP - 219
BT - Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007
PB - IEEE Computer Society
T2 - IEEE International Conference onMultimedia and Expo, ICME 2007
Y2 - 2 July 2007 through 5 July 2007
ER -