Music Genre Classification with Python

Music is like a mirror, and it tells people a lot about who you are and what you care about, whether you like it or not. We love to say “you are what you stream,” and that is so true.

Objective

Audio Processing With Python

source
  1. mp3 format
  2. WMA (Windows Media Audio) format
  3. wav (Waveform Audio File) format

Audio Libraries

1. Librosa

Installation

2. IPython.display.Audio

Loading an audio file

Playing Audio

Visualizing Audio

Waveform

Spectrogram

Writing Audio

Creating an audio signal

Feature extraction

Zero Crossing Rate

Spectral Rolloff

Case Study: Classify songs into different genres.

Objective

Dataset

Preprocessing the Data

Classification

  • Feature Extraction
  • Classification

https://github.com/farzanaanjum/Music-Genre-Classification-with-Python

Next Steps

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Farzana Anjum

Farzana Anjum

Machine Learning | Computer Vision | Deep Learning | AI | Blogger