Convolution-based classification of audio and symbolic representations of music
Sign Up to like & getrecommendations! Published in 2018 at "Journal of New Music Research"
DOI: 10.1080/09298215.2018.1458885
Abstract: Abstract We present a novel convolution-based method for classification of audio and symbolic representations of music, which we apply to classification of music by style. Pieces of music are first sampled to pitch–time representations (spectrograms… read more here.
Keywords: classification; symbolic representations; representations music; audio symbolic ... See more keywords
Symbolic representations of financial events in the Korean media
Sign Up to like & getrecommendations! Published in 2019 at "Qualitative Research in Financial Markets"
DOI: 10.1108/qrfm-10-2017-0097
Abstract: Purpose This paper aims to explore and investigate the maintenance or (re)construction of (South) Korean identity during turbulent times of rapid social and economic change, especially since the 2008 financial crisis. Design/methodology/approach This study explores… read more here.
Keywords: symbolic representations; methodology; yin yang; korean media ... See more keywords
SCALE-BOSS-MR: Scalable Time Series Classification Using Multiple Symbolic Representations
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DOI: 10.3390/app14020689
Abstract: Time-Series-Classification (TSC) is an important machine learning task for many branches of science. Symbolic representations of time series, especially Symbolic Fourier Approximation (SFA), have been proven very effective for this task, given their abilities to… read more here.
Keywords: series classification; scale boss; time; symbolic representations ... See more keywords