Sourav Ghosh

MusicJudge achieves a holistic evaluation of singing performance by seamlessly integrating lyrical and musical fidelity, outperforming traditional methods that focus on only one aspect.

AnySimLite achieves state-of-the-art performance in few-shot speech-adjacent classification tasks while being over 250 times smaller than leading models.

Finally, a way to generate simulation-ready, watertight 3D city meshes from images at scale, without the geometry flaws of NeRF or the computational bottlenecks of existing methods.