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A stochastic process model of melody generation in popular music composition and its contribution to compositional innovation

Hongxu Kang

Hongxu Kang

School of Music and Dance, Fuyang Normal UniversityFuyang, China
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Kang, Hongxu
  
21 mar 2025
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Publicado en línea: 21 mar 2025
Recibido: 21 oct 2024
Aceptado: 09 feb 2025
DOI: https://doi.org/10.2478/amns-2025-0603
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© 2025 Hongxu Kang, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Constructing a probabilistic model of current values
Constructing a probabilistic model of current values

Figure 2.

8+8 sampling results
8+8 sampling results

Figure 3.

6+6 sampling results
6+6 sampling results

Figure 4.

12+12 sampling results
12+12 sampling results

Figure 5.

Melody line of traditional Markov
Melody line of traditional Markov

Figure 6.

Melody line of attention-rnn
Melody line of attention-rnn

Figure 7.

Melody line of RPM
Melody line of RPM

Figure 8.

Objective comprehensive evaluation data
Objective comprehensive evaluation data
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Ciencias de la vida, Ciencias de la vida, otros, Matemáticas, Matemáticas aplicadas, Matemáticas generales, Física, Física, otros
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