Blog & Logs

Filtered by: Audio-Processing

JAN 21 2026

Learning Normal Patterns in Musical Loops

An unsupervised framework for analyzing audio patterns in musical loops through anomaly detection. Combines HTS-AT feature extraction with Deep SVDD to learn normal patterns without labeled training data, addressing variable-length audio challenges.

MIDI Loop Extraction for Symbolic Music Datasets

A Python package for extracting instrument-specific musical loops from MIDI datasets. Implements a modular pipeline for bass, guitar, piano, drums, and synthesizer parts with configurable filtering and multiple output formats.