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Design And Implementation Of Ringtone Music Generation And Management System

Posted on:2020-09-04Degree:MasterType:Thesis
Country:ChinaCandidate:Y S ChenFull Text:PDF
GTID:2518305741980399Subject:Master of Engineering
Abstract/Summary:PDF Full Text Request
With the development and popularization of mobile value-added service mode and digital music service,ringtone music has been widely used in various network operators and terminal equipment manufacturers,and it has the characteristics of large demand and fast update speed.Ringtone music can be created,edited,stored and disseminated digitally,but it takes a lot of time and labor costs in the process of creation and production.Therefore,the research results of computer music technology and related algorithms can further realize the automation of ringtone generation,generate creative and usable ringtone music in a short time,improve the efficiency of ringtone music creation and reduce human costs.At present,in the field of computer music technology,there are Musical Instrument Digital Interface(MIDI)files suitable for computer editing.In the field of intelligent algorithm,there are also better music generation schemes.However,most music generation systems pay more attention to the presentation of music creation effect,which is often neglected.The practicability of the system in production and life is realized.The system described in this thesis can provide user interface through Web browser platform,automatically generate qualified ringtone music according to the user's choice of style,duration and timbre.The system also pays attention to the audition and management of ringtone music,helping users create and manage their own ringtone collection more conveniently,to operators and users.Individual users provide alternative ringtone schemes.The system has four main functional modules,namely,ringtone generation,ringtone classification library,ringtone playlist and ringtone collection.Ringtone generation module is the core module.Generative Adversarial Nets(GAN)model and relevant editing rules are used to generate new ringtone music.The other modules help users manage the generated ringtone.The system uses React framework for the front-end architecture,Flask framework for the back-end architecture,and Python language for the core algorithm and data processing logic of the back-end.The system adopts Browser/Server mode to organize front-end and back-end architecture,which is more conducive to system iteration and maintenance.At present,the system of this thesis has realized the function of generating and managing ringtone music.In recent years,the GAN network has achieved good results in the field of sample generation,and the generated ringtone music has a good effect.Webbased application systems do not require users to install software and configure the environment,but users can access the system through Web browsers.
Keywords/Search Tags:Ringtone Music, Music Generation, MIDI, GAN, React
PDF Full Text Request
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