The Machine Analysis of Data for Human Audition and Visualization (MADHAV) Lab is a research group in the Department of Electrical Engineering at the Indian Institute of Technology Kanpur set up and led by Prof. Vipul Arora.
For open positions, see Jobs. UGP positions available for Fall 2023 (Jul-Dec), see UGPs.
We are organizing the 16th Winter School on Speech and Audio Processing 2023 at IIT Kanpur. Register now.
About
Our group’s research interests lie at the intersection of the theory and application of machine learning - with a focus on applications in Audio and Physics. With a strong interest in the mathematical fundamentals and a passion for real-world application, our group aims on being at the forefront of the field, by carrying out impactful research in the following areas:
- Machine learning for audio signal processing
- Music analysis: explainable AI and domain adaptation
- Audio retrieval: representation learning
- Speech recognition: confidence estimation
- Generative Machine learning
- Normalizing flows, adversarial learning, Monte Carlo, application in Physics (lattice QCD and statistical physics)
- Time series analysis on sensor data
- Sensor calibration: domain adaptation, semi-supervised learning
