Swaras is an app which generates Carnatic (South Indian classical) music phrases (without gamakams/oscillations) for different ragas (scales).
- Each tune is randomly generated based on existing compositions and traditional phrases in that raga.
- Unique phrases which closely follow the character of the raga are generated using a predictive pattern matching algorithm.
- Numbers for Melakarta ragas are indicated.

Acknowledgements: We thank Prof. Krishna Narayanan and Harsha Nagarajan from Texas A&M University for their help and support.

Authors : Krishnakumar M Ravikumar Srikrishna Doraiswamy