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AutoGuitarTab: Computer-Aided Composition of Rhythm and Lead Guitar Parts in the Tablature Space

机译:AutoGuitarTab:在制表空间中计算机辅助节奏和主音吉他部件的合成

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We present AutoGuitarTab, a system for generating realistic guitar tablature given an input symbolic chord and key sequence. Our system consists of two modules: AutoRhythmGuitar and AutoLeadGuitar. The first of these generates rhythm guitar tablatures which outline the input chord sequence in a particular style (using Markov chains to ensure playability) and performs a structural analysis to produce a structurally consistent composition. AutoLeadGuitar generates lead guitar parts in distinct musical phrases, guiding the pitch classes towards chord tones and steering the evolution of the rhythmic and melodic intensity according to user preference. Experimentally, we uncover musician-specific trends in guitar playing style, and demonstrate our system’s ability to produce playable, realistic and style-specific tablature using a combination of algorithmic, user-surveyed and expert evaluation techniques.
机译:我们介绍了AutoGuitarTab,这是一个在输入符号和弦和键序列的情况下生成逼真的吉他指法的系统。我们的系统包含两个模块:AutoRhythmGuitar和AutoLeadGuitar。其中的第一个生成节奏吉他弹奏法,以特定风格勾勒输入的和弦序列(使用马尔可夫链来确保可演奏性),并执行结构分析以产生结构一致的构图。 AutoLeadGuitar会以不同的音乐短语生成主吉他声部,将音高级别导向和弦,并根据用户的喜好控制节奏和旋律强度的变化。通过实验,我们发现了吉他演奏风格中特定于音乐家的趋势,并展示了我们的系统结合算法,用户调查和专家评估技术来生成可演奏,逼真的和特定风格的制表法的能力。

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