Music data processing method and program
A music data processing method includes estimating a performance position within a musical piece, and updating a tempo designated by music data representing a performance content of the musical piece such that a tempo trajectory corresponds to a transition in a degree of dispersion of a performance tempo, which is generated as a result of estimating the performance position with respect to a plurality of performances of the musical piece, and the transition in the degree of dispersion of a reference tempo. The performance tempo is preferentially reflected in a portion of the musical piece in which the degree of dispersion of the performance tempo falls below the degree of dispersion of the reference tempo, and the reference tempo is preferentially reflected in a portion of the musical piece in which the degree of dispersion of the performance tempo exceeds the degree of dispersion of the reference tempo.
1. A music data processing method, comprising:
estimating a performance position within a musical piece by analyzing an audio signal that represents a performance sound; and
updating a tempo designated by music data that represent a performance content of the musical piece, such that a tempo trajectory corresponds to a transition in a degree of dispersion of a performance tempo, which is generated as a result of estimating the performance position with respect to a plurality of performances of the musical piece, and a transition in a degree of dispersion of a reference tempo, which is prepared in advance,
the tempo designated by the music data being updated such that the performance tempo is preferentially reflected in a portion of the musical piece in which the degree of dispersion of the performance tempo falls below the degree of dispersion of the reference tempo, and the reference tempo is preferentially reflected in a portion of the musical piece in which the degree of dispersion of the performance tempo exceeds the degree of dispersion of the reference tempo.
2. The music data processing method according to claim 1 , further comprising
updating a basis vector of each of a plurality of musical notes, which represents a spectrum of a performance sound that corresponds to each of the plurality of musical notes, and a change in a volume designated for each of the plurality of musical notes by the music data, such that a reference matrix, obtained by adding, for the plurality of the musical notes, a product of the basis vector and a coefficient vector that represents the change in the volume designated for each of the plurality of musical notes by the music data, approaches an observation matrix that represents a spectrogram of the audio signal.
3. The music data processing method according to claim 2 , wherein
the change in the volume designated for each of the plurality of musical notes by the music data is expanded or contracted on a time axis in accordance with the result of estimating the performance position, and a coefficient matrix that represents the change in the volume that has been expanded or contracted is used.
4. A non-transitory computer readable medium storing a program that causes a computer to function as:
a performance analysis module that estimates a performance position within a musical piece by analyzing an audio signal that represents a performance sound; and
a first updating module that updates a tempo designated by music data that represent a performance content of the musical piece, such that a tempo trajectory corresponds to a transition in a degree of dispersion of a performance tempo, which is generated as a result of estimating the performance position with respect to a plurality of performances of the musical piece, and a transition in a degree of dispersion of a reference tempo, which is prepared in advance,
the first updating module updating the tempo designated by the music data such that the performance tempo is preferentially reflected in a portion of the musical piece in which the degree of dispersion of the performance tempo falls below the degree of dispersion of the reference tempo, and the reference tempo is preferentially reflected in a portion of the musical piece in which the degree of dispersion of the performance tempo exceeds the degree of dispersion of the reference tempo.
5. The non-transitory computer readable medium according to claim 4 , further comprising
a second updating module that updates a basis vector of each of a plurality of musical notes, which represents a spectrum of a performance sound that corresponds to each of the plurality of musical notes, and a change in a volume designated for each of the plurality of musical notes by the music data, such that a reference matrix, obtained by adding, for the plurality of the musical notes, a product of the basis vector and a coefficient vector that represents the change in the volume designated for each of the plurality of musical notes by the music data, approaches an observation matrix that represents a spectrogram of the audio signal.
6. The non-transitory computer readable medium according to claim 5 , wherein
the second updating module expands or contracts the change in the volume designated for each of the plurality of musical notes by the music data on a time axis in accordance with the result of estimating of the performance position, and uses a coefficient matrix that represents the change in the volume that has been expanded or contracted.
7. A music data processing device, comprising:
an electronic controller including at least one processor,
the electronic controller being configured to execute a plurality of modules including
a performance analysis module that estimates a performance position within a musical piece by analyzing an audio signal that represents a performance sound; and
a first updating module that updates a tempo designated by music data that represent a performance content of the musical piece, such that a tempo trajectory corresponds to a transition in a degree of dispersion of a performance tempo, which is generated as a result of estimating the performance position with respect to a plurality of performances of the musical piece, and a transition in a degree of dispersion of a reference tempo, which is prepared in advance,
the first updating module updating the tempo designated by the music data such that the performance tempo is preferentially reflected in a portion of the musical piece in which the degree of dispersion of the performance tempo falls below the degree of dispersion of the reference tempo, and the reference tempo is preferentially reflected in a portion of the musical piece in which the degree of dispersion of the performance tempo exceeds the degree of dispersion of the reference tempo.
8. The music data processing device according to claim 7 , wherein
the electronic controller is configured to further execute a second updating module that updates a basis vector of each of a plurality of musical notes, which represents a spectrum of a performance sound that corresponds to each of the plurality of musical notes, and a change in a volume designated for each of the plurality of musical notes by the music data, such that a reference matrix, obtained by adding, for the plurality of the musical notes, a product of the basis vector and a coefficient vector that represents the change in the volume designated for each of the plurality of musical notes by the music data, approaches an observation matrix that represents a spectrogram of the audio signal.
9. The music data processing device according to claim 8 , wherein
the second updating module expands or contracts the change in the volume designated for each of the plurality of musical notes by the music data on a time axis in accordance with the result of estimating of the performance position, and uses a coefficient matrix that represents the change in the volume that has been expanded or contracted.