For open positions, see Jobs.

• We have multiple openings for students interns and short-term research assistants (after BTech) to work with us on audio LLMs and diffusion models. More details here.
• We have an opening for postdoc on adaptation of regression models over graphs. Candidates with strong background in machine learning are welcome to apply.

About

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.

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. Our group focuses in the following areas:

• Human Machine Learning
  • Efficient data labeling
  • Data efficient learning and adaptation
• Generative Machine learning
  • Normalizing flows, adversarial learning, diffusion models
  • Sampling methods: Monte Carlo, application in Physics (lattice QCD and statistical physics)
• Audio signal processing
  • Audio LLMs: textless speech tokenization and fast search
  • Music analysis
  • Speech recognition
• Other applications
  • Image generation
  • Sensor calibration

News