Skip to content

Selected work

Projects

A few representative builds. Filter by stack to narrow down.

  • 2025

    Classical ML benchmark on FBANK speech features. Improved speed-classification accuracy from 79.2% to 86.6% via feature standardisation and kNN tuning. Compared kNN, Logistic Regression, Linear SVM, Random Forest with detailed error analysis.

    • Python
    • scikit-learn
    • NumPy
    • FBANK
    View source