3 papers
eess.AS2025
Uncertainty Quantification in Melody Estimation using Histogram Representation
Kavya Ranjan Saxena, Vipul Arora
Confidence estimation can improve the reliability of melody estimation by indicating which predictions are likely incorrect. The existing classification-based approach provides con…
eess.AS2024
Interactive singing melody extraction based on active adaptation
Kavya Ranjan Saxena, Vipul Arora
Extraction of predominant pitch from polyphonic audio is one of the fundamental tasks in the field of music information retrieval and computational musicology. To accomplish this t…
eess.AS2022
Deep domain adaptation for polyphonic melody extraction
Kavya Ranjan Saxena, Vipul Arora
Extraction of the predominant pitch from polyphonic audio is one of the fundamental tasks in the field of music information retrieval and computational musicology. To accomplish th…