Downloads · 30 days
6
24% of all-time downloads
carnatic-raga-classifier-lgbm
sumukha2002/carnatic-raga-classifier-lgbm
carnatic-raga-classifier-lgbm is a audio classification model from sumukha2002. Use it for the audio classification task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
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…
All-time downloads
25
Public
Repo size
1.3 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.joblib1.3 MB · 100%
At a glance
- Task
- Audio Classification
- License
- mit
- Access
- Public
- Created
- Sep 23, 2025
- Updated
- Sep 23, 2025
- SHA
- e0128518
Model card
From the Hugging Face model README
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
- Task
- Audio Classification
- License
- mit
- Created
- Sep 23, 2025
- Updated
- Sep 23, 2025