Jingkai Cao

A Mamba-based Network for Semi-supervised Singing Melody Extraction Using Confidence Binary Regularization

Singing melody extraction (SME) is a key task in the field of music information retrieval. However, existing methods are facing several limitations: firstly, prior models use transformers to capture the contextual dependencies, which requires quadratic computation resulting in low efficiency in the…