Creating Tablature and Arranging Music for Guitar with Genetic Algorithms and Artificial Neural Networks Arranging Music for Guitar with Genetic Algorithms and Artificial Neural Networks Creating Tablature and Arranging Music for Guitar with Genetic Algorithms and Artificial Neural Networks
Creating Tablature and Arranging Music for Guitar with Genetic Algorithms and Artificial Neural Networks Arranging Music for Guitar with Genetic Algorithms and Artificial Neural Networks Creating Tablature and Arranging Music for Guitar with Genetic Algorithms and Artificial Neural Networks
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使用遗传算法和人工神经网络为吉他创建指法谱和编曲 用遗传算法和人工神经网络为吉他编曲 用遗传算法和人工神经网络为吉他创建指法谱和编曲
DOI：
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发表时间：
2006
期刊：
影响因子：
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通讯作者：
Daniel R. Tuohy
中科院分区：
文献类型：
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作者：
Daniel R. Tuohy
本文所描述的方法解决了吉他编曲和指法生成的问题。编曲是一个过程，通过这个过程，一段音乐被改编，以便它可以在一种乐器上演奏，而这不是最初写的。它在这里被解释为一个优化问题，其目标是从原始组成中建立最理想的音符集。在追求这一目标的过程中，设计了自动生成吉他指法的新方法。指法是一种记谱系统，大多数西方吉他演奏者从中读取音乐，并包含确定一段吉他音乐难度的重要信息。遗传算法最初被用来解决安排和指法问题，和人工神经网络在稍后的阶段被引入作为一个更快，更准确的解决方案的指法问题。索引词：吉他谱，音乐编排，遗传算法，神经网络用遗传算法和人工神经网络创建吉他谱和编排音乐
The methods described in this thesis address the problems of both music arranging and tablature generation for the guitar. Arranging is the process by which a piece of music is adapted so that it can be performed on an instrument for which it was not originally written. It is interpreted here as an optimization problem, the goal of which is to establish the most desirable set of notes from the original composition. In the pursuit of this goal, new methods for the automatic generation of guitar tablature were devised. Tablature is a notation system from which the majority of western guitar players read music, and contains information essential to determining the difficulty of a piece of guitar music. Genetic Algorithms are initially employed to solve both the arranging and tablature problems, and an artificial neural network is introduced at a later stage as a faster and more accurate solution to the tablature problem. Index words: Guitar Tablature, Music Arranging, Genetic Algorithms, Neural Networks Creating Tablature and Arranging Music for Guitar with Genetic Algorithms and Artificial Neural Networks