# Open-Source Practices for Music Signal Processing Research: Recommendations for Transparent, Sustainable, and Reproducible Audio Research

> Research article (IEEE Signal Processing Magazine, 2018) · cited 44× · AI/ML

**Wikidata**: [openalex:W2906658932](https://www.wikidata.org/wiki/openalex:W2906658932)  
**Source**: https://4ort.xyz/entity/open-source-practices-for-music-signal-processing-research-recommendations-for-transparent-sustainable-and-reproducible-