Main Melody Extraction with Source-Filter NMF and CRNN
Doğaç Başaran, Slim Essid, Geoffroy G. Peeters · HAL (Le Centre pour la Communication Scientifique Directe) · 2018
This capsule contains the dominant melody estimation software using a Convolutional-Recurrent Neural Network whose pretraining is based on Source-Filter NMF model. The system is trained on MedleyDB dataset and the results are published in ISMIR 2018.