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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
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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.
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Input Signal Input signal: Input signal: –Duration : 1 second –Sampling rate : 22050 Hz –Number of bits per sample : 16 bits –SNR = 26 dB
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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
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Input signal (3)
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Separation results Original signal Resynthesized Extracted signal Note 1 Note 2 Note 3
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Note 1 extraction Amp. and freq modulation Analysis
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Note 1 extraction (2) Spectrum Analysis Resulting approximation SNR= 8.4 dB Resulting approximation SNR= 8.4 dB
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Note 1 extraction (3) Spectrum analysis for steady-state portion only Resulting approximation SNR= 17 dB Resulting approximation SNR= 17 dB
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Note 2 extraction Amp. and freq modulation Analysis
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Note 2 extraction (2) Spectrum Analysis Resulting approximation SNR= 5.8 dB Resulting approximation SNR= 5.8 dB
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Note 2 extraction (3) Spectrum analysis for steady-state portion only Resulting approximation SNR= 10.3 dB Resulting approximation SNR= 10.3 dB
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Note 3 extraction Amp. and freq modulation Analysis
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Note 3 extraction (2) Spectrum Analysis Resulting approximation SNR= 6.18 dB Resulting approximation SNR= 6.18 dB
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Note 3 extraction (3) Spectrum analysis for steady-state portion only Resulting approximation SNR= 9.66 dB Resulting approximation SNR= 9.66 dB
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