ICASSP Multimedia file Title : Periodic Signal Extraction with Global Amplitude and Phase Modulation for Music Signal Decomposition Title : Periodic Signal Extraction with Global Amplitude and Phase Modulation for Music Signal Decomposition Authors : Mahdi Triki,Dirk T.M. Slock Eurecom Institute, Sophia Antipolis, France Eurecom Institute, Sophia Antipolis, France Paper number : 2866
Introduction This presentation is performed to demonstrate the results of the separation of a mixture of musical notes using the method proposed in the paper. This presentation is performed to demonstrate the results of the separation of a mixture of musical notes using the method proposed in the paper.
Input Signal Input signal: Input signal: –Duration : 1 second –Sampling rate : Hz –Number of bits per sample : 16 bits –SNR = 26 dB
Input Signal (2) Input signal: a synthesized mixture of three notes: Input signal: a synthesized mixture of three notes: –Note 1 : pitch=82Hz –Note 2 : pitch=92Hz –Note 3 : pitch=116Hz
Input signal (3)
Separation results Original signal Resynthesized Extracted signal Note 1 Note 2 Note 3
Note 1 extraction Amp. and freq modulation Analysis
Note 1 extraction (2) Spectrum Analysis Resulting approximation SNR= 8.4 dB Resulting approximation SNR= 8.4 dB
Note 1 extraction (3) Spectrum analysis for steady-state portion only Resulting approximation SNR= 17 dB Resulting approximation SNR= 17 dB
Note 2 extraction Amp. and freq modulation Analysis
Note 2 extraction (2) Spectrum Analysis Resulting approximation SNR= 5.8 dB Resulting approximation SNR= 5.8 dB
Note 2 extraction (3) Spectrum analysis for steady-state portion only Resulting approximation SNR= 10.3 dB Resulting approximation SNR= 10.3 dB
Note 3 extraction Amp. and freq modulation Analysis
Note 3 extraction (2) Spectrum Analysis Resulting approximation SNR= 6.18 dB Resulting approximation SNR= 6.18 dB
Note 3 extraction (3) Spectrum analysis for steady-state portion only Resulting approximation SNR= 9.66 dB Resulting approximation SNR= 9.66 dB