# On the Futility of Learning Complex Frame-Level Language Models for Chord Recognition

> Research article (arXiv (Cornell University), 2017) · cited 12× · AI/ML

**Wikidata**: [openalex:W2963794160](https://www.wikidata.org/wiki/openalex:W2963794160)  
**Source**: https://4ort.xyz/entity/on-the-futility-of-learning-complex-frame-level-language-models-for-chord-recognition