Carnatic Notes Predictor for audio files

Overview

Carnatic Notes Predictor for audio files

Link for live application:

https://share.streamlit.io/pradeepak1/carnatic-notes-predictor-for-audio-files/main/main.py

Description:

  • This is a python based application which enables its users to get the carnatic notes for the tunes they upload or record.

  • This application is built with Streamlit and the technique behind the working is neural networks

  • The base code for execution can be executed in anaconda navigator (Jupyter Lab Terminal) after synchronizing with the dataset

  • Install the requirements and in the terminal type the command:

streamlit run main.py

Attached Files:

  • Dataset

  • Abstract

  • Demo video

  • Source files

  • Presentation

  • Examples - Examples 1 and 2 for carnatic tunes - Example 3 is for western tunes

Note: Since notes2 has larger size of dataset it may lag or take a longer time based on the system RAM for execution, thus for demonstration or verification purposes notes1 can be kept as root directory for dataset

Tech Stack

  • Python
  • Anaconda navigator
  • Audio Segmentation
  • Audio Processing
  • Machine Learning
  • Neural Networks

Installation Refer - requirements.txt

Owner
Data Science Enthusiast, Solving Real World Problems
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