metadata
license: mit
tags:
- audio-classification
- music
- carnatic-music
- raga-identification
- lightgbm
Carnatic Raga Identification Model
This is a LightGBM model trained to classify 15 Carnatic Ragas from statistical features derived from pitch contours.
- Model Type: LightGBM
- Accuracy: Achieved an average cross-validation accuracy of 84.44%.
- Ragas: Behāg, Bhairavi, Bēgaḍa, Kamās, Kāmavardani, Madhyamāvati, Mukhāri, Mōhanaṁ, Sindhubhairavi, Suraṭi, Sāvēri, Tōḍi, Varāḷi, Ānandabhairavi, Ṣanmukhapriya