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prathimacode-hub / ML-ProjectKart

🙌Kart of 232+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.
https://prathimacode-hub.github.io/ML-ProjectKart/
Mozilla Public License 2.0
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Music Genre Classification #19

Closed prathimacode-hub closed 3 years ago

prathimacode-hub commented 3 years ago

Hey LGM-SoC participants, good to see you.

This project should automatically classify different musical genres from audio.

GTZAN Genre dataset : http://marsyas.info/downloads/datasets.html

If you like to work on this issue, follow the given guidelines for code as well as for the README.

Enjoy your open source journey!😎

Raghavi20 commented 3 years ago

Hii, I would like to work on this issue as LGM SOC'21 participant. Do assign me if possible. Thank You!

prathimacode-hub commented 3 years ago

Kindly explain your approach, algorithms you would follow and the task you're going to choose? @Raghavi20

Abhilash249 commented 3 years ago

I would also like to contribute to this issue. Please assign me if possible.

Raghavi20 commented 3 years ago

@prathimacode-hub The dataset used here includes 10 different genres with 100 clips for each genre .So to do audio analysis ,data visualizations and feature extraction, I wanted to use a library called librosa .So after the features are extracted we need to choose a classifier which is responsible for classifying the music into different genres. I wanted to use CNN algorithm and compare the accuracy with SVM and XGboost.

prathimacode-hub commented 3 years ago

That sounds cool. You can proceed. But what's the task you'll be working on? "Model Creation" or "Front End" or "Back End" or "Designing"? @Raghavi20

prathimacode-hub commented 3 years ago

I would also like to contribute to this issue. Please assign me if possible.

Issue is assigned on FCFS basis and only one can take up an issue. You can take up some other issue to work on. @Abhilash249

Raghavi20 commented 3 years ago

@prathimacode-hub Thank You, I initially wanted to work on model creation and if that is completed i will try to work on the frontend and backend part

prathimacode-hub commented 3 years ago

Ok, for now I shall assign as model creation. But when you want on other things, let us know. We shall assign accordingly. @Raghavi20

Raghavi20 commented 3 years ago

okk mam, thankyou

Manasi2001 commented 3 years ago

Updates @Raghavi20?

Raghavi20 commented 3 years ago

I completed audio analysis and feature extraction part. I still need to do the classification and training the 3 algorithms and compare accuracy.

prathimacode-hub commented 3 years ago

I completed audio analysis and feature extraction part. I still need to do the classification and training the 3 algorithms and compare accuracy.

Ok complete it asap, but intimate us timely. @Raghavi20

Raghavi20 commented 3 years ago

sure,will do

prathimacode-hub commented 3 years ago

It's been 10days again. @Raghavi20

Raghavi20 commented 3 years ago

Sorry for the delay,i have completed the project but I got few errors in the backend deployment part (flask).I am trying to solve it .I will submit it by tomorrow.

prathimacode-hub commented 3 years ago

Ok, no worries as long as you update me your progress timely. @Raghavi20