Information processing apparatus, method, and program
View Patent ↗The present invention relates to an information processing apparatus, method, and program that are capable of analysing a waveform of a tune involving a modulation with a reduced operation amount. A beat feature extraction section 41 extracts a feature related to a beat from sections of a waveform of a tune involving a modulation, each of the sections corresponding to each beat. A beat feature removal section 42 removes a phase component from a frequency component of each feature extracted. An autocorrelation map generation section 43 generates, based on the features whose phase components have been removed, autocorrelation information representing correlation between one section and another section. This enables the waveform of the tune involving a modulation to be analyzed with a reduced operation amount. The present invention is applicable to an information processing apparatus.
1. An information processing apparatus, comprising:
first extraction means for extracting a first feature from first sections of a waveform of a tune involving a modulation, each of the first sections corresponding to each beat, the first feature being related to the beat;
removal means for removing a phase component from a frequency component of each first feature extracted;
generation means for, based on the first features whose phase components have been removed, generating autocorrelation information representing correlation between one said first section and another said first section;
separation means for, based on the autocorrelation information, separating the beats into a plurality of second sections each containing a succession of beats with high correlation;
second extraction means for extracting a second feature from each of the second sections obtained by the separation, the second feature representing a musical feature of the tune; and
identification means for, based on the second feature, identifying a tune structure component of the tune in the second sections as separated.
2. The information processing apparatus according to claim 1 , wherein said removal means removes the phase component from the frequency component of each first feature by a discrete Fourier transform.
3. The information processing apparatus according to claim 1 , wherein said identification means identifies, as the tune structure component, a section corresponding to a chorus of the tune.
4. The information processing apparatus according to claim 1 , wherein the first feature is energy of each tone in a predetermined number of octaves in the first section.
5. The information processing apparatus according to claim 1 , wherein the second feature is volume, information concerning a sound source, or a gain of a certain frequency band in the second section.
6. The information processing apparatus according to claim 5 , wherein the second feature is a length of the second section, the number of times the second section appears, or the number of times the second section is repeated consecutively.
7. The information processing apparatus according to claim 3 , wherein, based on the first features whose phase components have been removed, said generation means calculates, at intervals of a predetermined, number of beats, the correlation with another said first section to generate the autocorrelation information.
8. The information processing apparatus according to claim 1 , wherein said removal means removes the phase component from the frequency component of each first feature whose been shuffled.
9. The information processing apparatus according to claim 4 , wherein said removal means shifts the energy of each tone before removing the phase component from the frequency component of each first feature.
10. An information processing method, comprising:
a first extraction step of extracting a first feature from first sections of a waveform of a tune involving a modulation, each of the first sections corresponding to each beat, the first feature being related to the beat;
a removal step of removing a phase component from a frequency component of each feature extracted;
a generation step of, based on the features whose phase components have been removed, generating autocorrelation information representing correlation between one said section and another said section;
a separation step for, based on the autocorrelation information, separating the beats into a plurality of second sections each containing a succession of beats with high correlation;
a second extraction step for extracting a second feature from each of the second sections obtained by the separation, the second feature representing a musical feature of the tune; and
an identification step for, based on the second feature, identifying a tune structure component of the tune in the second sections as separated.
11. A program for causing a computer to perform:
a first extraction step of extracting a first feature from first sections of a waveform of a tune involving a modulation, each of the first sections corresponding to each beat, the first feature being related to the beat;
a removal step of removing a phase component from a frequency component of each feature extracted;
a generation step of, based on the features whose phase components have been removed, generating autocorrelation information representing correlation between one said section and another said section;
a separation step for, based on the autocorrelation information, separating the beats into a plurality of second sections each containing a succession of beats with high correlation;
a second extraction step for extracting a second feature from each of the second sections obtained by the separation, the second feature representing a musical feature of the tune; and
an identification step for, based on the second feature, identifying a tune structure component of the tune in the second sections as separated.