The Genre Classifier

We then tried to expand further with a genre-identifier, which would sort any music into six genres: qawwali, hiphop, blues, jazz, classical and rock, with another five being added later on. This classifier was trained on Mr. Faheem Sheikh’s QawwalRang database. We at first used the same method, i.e. training our model on MFCC features,Continue reading “The Genre Classifier”

Our Machine Learning Projects and their Glossary

You can find below a list of all our major machine learning projects so far alongside an glossary of a few helpful machine learning terms. It should be noted that this glossary is extremely basic – it is only meant to provide a functional understanding of some of the terms used in our articles. ForContinue reading “Our Machine Learning Projects and their Glossary”

The Piano, Tabla and Violin Identifier

Our very first machine learning project was extremely simple – a basic music identifier which was meant to familiarize us with machine learning in general. This identifier was initially meant to simply decide whether a piece of music contained a tabla or not, but we later on expanded it to include the violin and theContinue reading “The Piano, Tabla and Violin Identifier”

Sitar players from the Jaipur Senia Gharana

One hot afternoon, at the peak summer in 2008, an undergraduate student from NCA, Ali Ayub was standing in the city centre of Hyderabad. For him the traffic, the noise, the jostling pedestrians, the street food vendors all seemed to merge into one another. His eyes were fixed on an ice-cream vendor and his cart.Continue reading Sitar players from the Jaipur Senia Gharana

Sitar Players from the Pounch district of Kashmir

The atmosphere at Bagh-e-Jinnah was electric. It almost felt as though all of Lahore was out to feast on music. It was a celebration of a centuries old tradition that was dying but certainly not dead yet. Hundreds of people were attending the December 2007 All-Pakistan Music Conference. Ali Ayub, carrying a camera and laptop,Continue reading Sitar Players from the Pounch district of Kashmir