/musical-instrument-classification

Using spectral features for Instrument Classification in polyphonic musical clips

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Predominant Musical Instrument Classification based on Spectral Features

This is repository for course project of Computing for Data Sciences (2019), offered at Indian Statistical Institute, Kolkata.

This work aims to examines one of the corner stone problem of Musical Instrument Retrieval in particular instrument classification. We have presented a very concise summary of past work in this domain.

We have used IRMAS dataset for training our models. Most of the well known Supervised Classification techniques were used for classification.

Project report

Publication

Contributors: Vineet, Bhushan,Karthikeya, Ankit, Harish.