Classical Music Classification using DSP Techniques - Nagarajan, Benjamin
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The classification of music is a vital part of Music Information Retrieval. We have a number of ways to classify music based on its features either audible or extracted and viewed. We can use Low or High level characteristics to proceed with this classification. We also select the salient themes in a track to portray its content and classify it. There is a link between certain features we use for classification and determining the beat of a track. All three processes have been used with a relatively high accuracy every time, with the exception of jazz and classical music due to its…mehr

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Produktbeschreibung
The classification of music is a vital part of Music Information Retrieval. We have a number of ways to classify music based on its features either audible or extracted and viewed. We can use Low or High level characteristics to proceed with this classification. We also select the salient themes in a track to portray its content and classify it. There is a link between certain features we use for classification and determining the beat of a track. All three processes have been used with a relatively high accuracy every time, with the exception of jazz and classical music due to its unstructured and complex content. More features can be selected and used in its classification. Another possible way of classification is by using spectral plots of the features of a signal which is again obtained by processing the signal and then plotting the information received. This method is more efficient method of classification of classical music because of the distinct forms of plots generatedin the processing of the signal. This approach is discussed in this scholarly work.
Autorenporträt
Benjamin Nagarajan (a.k.a. Ben Rage) is a programmer, composer, author, artist and a film director who resides in Toronto. After graduating from BITS Pilani, Dubai, and completing a classical music certificate from ABRSM, London, he pursued a further study in film. His works are usually cross-integrated and share a certain uniquity.