Song lyric is one of the verbal communication media that has a number meanings. This study aims to find out meaning lyrics Cerita Rakyat through semiotic approach and what social criticism contained in song lyrics. The used this theory Roland Barthes. method an interpretative qualitative research. data source by Fiersa Besari entitled as medium criticism. are Besari. collection technique litera...

Music genre classification, especially using lyrics alone, remains a challenging topic in Music Information Retrieval. In this study we apply recurrent neural network models to classify a large dataset of intact song lyrics. As lyrics exhibit a hierarchical layer structure—in which words combine to form lines, lines form segments, and segments form a complete song—we adapt a hierarchical attent...

This paper describes research aimed at building ‘‘active music listening interfaces’’ to demonstrate the importance of music understanding technologies, including sound source separation and F0 estimation, and the benefit they offer to end users. Active music listening is a way of listening to music through active interactions. Given polyphonic sound mixtures taken from available music recordin...

The main aim of this study was to investigate the effect musical characteristics (i.e., presence lyrics and loudness) in context simulated urban driving. Previous work has seldom isolated examined these both singularly interactively. We investigated potentially distracting effects processing through exposing young drivers same piece music with/without at different sound intensities (60 dBA [sof...

This paper builds upon and extends previous work on multi-modal mood classification (i.e., combining audio and lyrics) by analyzing in-depth those feature types that have shown to provide statistically significant improvements in the classification of individual mood categories. The dataset used in this study comprises 5,296 songs (with lyrics and audio for each) divided into 18 mood categories...