Oct 8, 2025 · Artificial Intelligence

Build a Music Genre Classifier from Scratch with KNN and MFCC

This tutorial walks through constructing a complete music‑genre classification project using Python, covering dataset preparation, MFCC feature extraction, K‑Nearest Neighbors implementation, train‑test splitting, model evaluation, and testing on new audio files, all with reproducible code snippets.

Audio ProcessingKNNMFCC

0 likes · 14 min read

Build a Music Genre Classifier from Scratch with KNN and MFCC

Data STUDIO

Sep 15, 2025 · Artificial Intelligence

Build a Music Genre Classifier with KNN and MFCC from Scratch

This tutorial walks through building a music‑genre classification system using the GTZAN dataset, extracting MFCC features, implementing a K‑Nearest Neighbors classifier in Python, and achieving roughly 70% accuracy on test data.

Audio ProcessingKNNMFCC

0 likes · 14 min read

Build a Music Genre Classifier with KNN and MFCC from Scratch