TY - JOUR
KW - Automatic composition
KW - Composition method
KW - cultural heritage
KW - Cultural heritages
KW - Digital libraries
KW - Linear transformations
KW - Markov chain
KW - Markov chain models
KW - Markov processes
KW - Pitch values
KW - Probability matrix
KW - Probability matrixes
KW - Time values
KW - Time-value sequence
KW - traditional music
KW - Using probabilities
AU - Z. Qi
AU - J. Long
AU - Y. Duan
AB - In this paper, we first propose a Markov chain-based automatic composition method to construct a song set using classical and traditional music as a sample. Using probability matrices, experiments are conducted to generate pitch and time value sequences, and melodic segments of traditional music are generated using transformation techniques. Secondly, a traditional music digital resource library that integrates multiple functions is constructed by utilizing various information technologies. Finally, based on the existing classification dimensions, the relationship between various types of influencing factors in the inheritance of traditional music was analyzed, and the structure of the questionnaire was initially constructed. The results show that the correlation coefficients between the cultural inheritance of traditional music and its resources, environmental threats, development level, diversified values, public demand, and social cognition are 0.4235, 0.0953, 0.3594, 0.4253, 0.5348, and 0.5224, respectively, and there is a significant positive influence. This paper provides some theoretical and practical guidance for the protection and inheritance of traditional music.
DO - 10.2478/amns.2023.2.01109
N2 - In this paper, we first propose a Markov chain-based automatic composition method to construct a song set using classical and traditional music as a sample. Using probability matrices, experiments are conducted to generate pitch and time value sequences, and melodic segments of traditional music are generated using transformation techniques. Secondly, a traditional music digital resource library that integrates multiple functions is constructed by utilizing various information technologies. Finally, based on the existing classification dimensions, the relationship between various types of influencing factors in the inheritance of traditional music was analyzed, and the structure of the questionnaire was initially constructed. The results show that the correlation coefficients between the cultural inheritance of traditional music and its resources, environmental threats, development level, diversified values, public demand, and social cognition are 0.4235, 0.0953, 0.3594, 0.4253, 0.5348, and 0.5224, respectively, and there is a significant positive influence. This paper provides some theoretical and practical guidance for the protection and inheritance of traditional music.
TI - Inheritance of Chinese Traditional Music Based on Markov Chain Modelling
UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179385522&doi=10.2478%2famns.2023.2.01109&partnerID=40&md5=e9a46b3b37ffa1e0c31c899d87aa46a1
ER -