# Attend to Chords: Improving Harmonic Analysis of Symbolic Music Using Transformer-Based Models

> Research article (Transactions of the International Society for Music Information Retrieval, 2021) · cited 20× · AI/ML

**Wikidata**: [openalex:W3129917041](https://www.wikidata.org/wiki/openalex:W3129917041)  
**Source**: https://4ort.xyz/entity/attend-to-chords-improving-harmonic-analysis-of-symbolic-music-using-transformer-based-models