MEI Lin, XIAO Zhaoxiong, SHA Xuejun. A music generation method based on variable neighborhood search and masking effect[J]. 2020, 52(5): 1-8.
DOI:
MEI Lin, XIAO Zhaoxiong, SHA Xuejun. A music generation method based on variable neighborhood search and masking effect[J]. 2020, 52(5): 1-8.DOI: 10.11918/201906053.
A music generation method based on variable neighborhood search and masking effect
A music generation method based on variable neighborhood search and masking effect was proposed to overcome the shortcomings of traditional composing methods
such as high threshold and repeatable work. Compared with the existing music generation model
the proposed method is intuitive to operate and can excavate the consistency of music scores over a long period of time. In the training stage
the time domain waveform files were chosen as the input
which were easy to acquire. The music score was obtained by frequency extraction based on pitch significance and time domain block based on masking effect
and the music parameters were pre-set for training. In the generation stage
the method of combining variable neighborhood search with manual operation was adopted. By adding
deleting
and changing the notes in the music score
the artistic music score was generated according to the section
and the music score was manually modified and locked according to the preference of the operator. Then
the music segments were generated in four sections at a time and combined into a long-lasting music segment. Finally
the music score was perfected at different time scales
and the time domain waveform file was output. The idea of visualization and human-computer interaction throughout the whole process could fully mobilize the enthusiasm of music enthusiasts. Besides
a parametric musical instruments simulation method is proposed to modify the music score or generate a new timbre
in which two parts of parametric simulation of musical instruments and human voice can be carried out through sound source excitation and resonant cavity simulation according to the classification of musical instruments or the process of human voice production.