TY - GEN
T1 - Exploring the relationship between mood and creativity in rock lyrics
AU - Hu, Xiao
AU - Yu, Bei
PY - 2011
Y1 - 2011
N2 - The relationship between mood and creativity has been widely studied in psychology, however, no conclusion is reached in terms of which mood triggers high creativity, positive or negative. This paper provides new insights to this on-going argument by examining the relationship between lyrics creativity and music mood. We use three computational measures to gauge lyrics creativity: Type-to- Token Ratio, word norms fraction, and WordNet similarity. We then test three hypotheses regarding differences in lyrics creativity between music with different moods on 2715 U.S. rock songs. The three measures led to consistent findings that lyrics of negative and sad songs demonstrate higher linguistic creativity than those of positive and happy songs. Our findings support previous studies in psycholinguistics that people write more creatively when the text conveys sad or negative sentiment, and contradict previous research that positive mood triggers more unusual word associations. The result also indicates that different measures capture different aspects of lyrics creativity.
AB - The relationship between mood and creativity has been widely studied in psychology, however, no conclusion is reached in terms of which mood triggers high creativity, positive or negative. This paper provides new insights to this on-going argument by examining the relationship between lyrics creativity and music mood. We use three computational measures to gauge lyrics creativity: Type-to- Token Ratio, word norms fraction, and WordNet similarity. We then test three hypotheses regarding differences in lyrics creativity between music with different moods on 2715 U.S. rock songs. The three measures led to consistent findings that lyrics of negative and sad songs demonstrate higher linguistic creativity than those of positive and happy songs. Our findings support previous studies in psycholinguistics that people write more creatively when the text conveys sad or negative sentiment, and contradict previous research that positive mood triggers more unusual word associations. The result also indicates that different measures capture different aspects of lyrics creativity.
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M3 - Conference contribution
AN - SCOPUS:84873604977
SN - 9780615548654
T3 - Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011
SP - 789
EP - 794
BT - Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011
T2 - 12th International Society for Music Information Retrieval Conference, ISMIR 2011
Y2 - 24 October 2011 through 28 October 2011
ER -