| Tool | Task | Paper |
|---|---|---|
| Melodia | Predominant pitch extraction | [1] |
| FTANet-Carnatic | Vocal pitch extraction | [2] |
| FTAResNet-Carnatic-Violin | Violin pitch extraction | [3] |
| TonicIndianArtMusic | Tonic idendification | [4] |
| CAE + Matrix profile | Melodic pattern discovery | [5] |
| DEEPSRGM | DL-based raga recognition | [6] |
[1] J. Salamon and E. Gómez, "Melody extraction from polyphonic music signals using pitch contour characteristics", IEEE Transactions on Audio, Speech, and Language Processing, vol. 20, no. 6, pp. 1759–1770, 2012.
[2, 3] G. Plaja-Roglans, T. Nuttall, L. Pearson, X. Serra, M. Miron, "Repertoire-Specific Vocal Pitch Data Generation for Improved Melodic Analysis of Carnatic Music", Transactions of the International Society for Music Information Retrieval, vol. 6, no. 1, pp. 13–26, 2023.
[4] J. Salamon, S. Gulati, and X. Serra, "A Multipitch Approach to Tonic Identification in Indian Classical Music", in International Society for Music Information Retrieval Conference (ISMIR 12), 2012.
[5] T. Nuttall, G. Plaja-Roglans, L. Pearson, and X. Serra, "In search of sañcaras: tradition-informed repeated melodic pattern recognition in Carnatic Music", in International Society for Music Information Retrieval Conference (ISMIR 22), 2022.
[6] S. Madhusudhan and G. Chowdhary, "DeepSRGM - Sequence Classification and Ranking in Indian Classical Music Via Deep Learning", in International Society for Music Information Retrieval Conference (ISMIR 20), 2020.