# Audio-to-score singing transcription based on a CRNN-HSMM hybrid model

> Research article (APSIPA Transactions on Signal and Information Processing, 2021) · cited 19× · AI/ML

**Wikidata**: [openalex:W3152594694](https://www.wikidata.org/wiki/openalex:W3152594694)  
**Source**: https://4ort.xyz/entity/audio-to-score-singing-transcription-based-on-a-crnn-hsmm-hybrid-model