Font Size: a A A

Application Of GAN Music Style Transfer Technology In Hybrid Electronic Music "Peacock Flying Southeast"

Posted on:2022-01-23Degree:MasterType:Thesis
Country:ChinaCandidate:Z P DengFull Text:PDF
GTID:2505306347975979Subject:music
Abstract/Summary:
In the face of a new round of global technological revolution,artificial intelligence(AI)plays an extremely important role.At present,the industrialization of "AI +" is advancing steadily.In the future,AI will penetrate all walks of life and become a new driving force for social and economic development.In recent years,in the field of sound and music technology applications,artificial intelligence(AI)music generation has been a hot topic.Scientists and scholars all over the world are also happy to explore it.The future application prospect is very considerable.This paper takes the creation of hybrid electronic music "Peacock Flying Southeast" as an example,and develops an auxiliary system of Gan composition by means of improved gansynth model,which gives full play to the advantages of Gan algorithm.In the process of creation,the author uses the system to carry out a series of music style transfer on the creation material,and completes the melody variation,audio deformation,timbre fusion and other effect forms.Through analysis and comparison,the Gan style migration technology based on AI technology holds 1000 kinds of musical instruments and 300000 note data stocks,including many timbre,pitch and instrument parameters.Compared with artificial audio deformation,it greatly improves the possibility,diversity and efficiency of creative material fusion and transformation.This technological achievement not only promotes the interdisciplinary and integrated development of "Arts and Sciences",but also boldly attempts to break through the bottleneck of AI technology in the quality and effectiveness of music generation,which is of great significance for AI technology to enable the music industry,revitalize the music industry,and realize the industrialization of AI audio technology.
Keywords/Search Tags:GANSynth, Artificial intelligence, Music style transfer, Music generation, Algorithmic composition
Related items