Github repository for the final project in Foundations of Machine Learning by Prof Mehryar Mohri, NYU. (Fall 2016)
To run, use:
qlua main.lua -nEpochs 20 -model paper -LR .01 -batchsize 16
Music Information Retrieval is an exciting field of research with various machine learning opportunities. Instrument recognition has several applications. It can also help us understand the source of music better and hence, a better understanding of this music information can help improve audio streaming and recognizing platforms. We use ConvNets to learn music instruments from polyphonic music.