Kaggle is a Python Goldmine

Post date: Feb 26, 2021 10:30:51 AM

Competitions:

• Rainforest Connection Species Audio Detection

• Cornell Birdcall Identification

Python Notebooks on Spectrograms

• • Which bird is it?

  • What is MFCC?

• Mel-Frequency Ceptral Coeffienents(MFCC) feature extraction for Sound Classification

Not on Kaggle, but related:

• • Stackoverflow: How to make MFCC algorithm?

  • Haytham Fayek: Speech Processing for Machine Learning: Filter banks, Mel-Frequency Cepstral Coefficients (MFCCs) and What's In-Between

Haytham Fayek offered this advice:

tl;dr:

Use Mel-scaled filter banks if the machine learning algorithm is not susceptible to highly correlated input.

Use MFCCs if the machine learning algorithm is susceptible to correlated input.