Projects

  • Music Emotion Recognition using Matlab:
    Given a music audio wave file, classifies the file into one or more than one of the 6 predefined emotion classes using multi-label classification algorithms . To decide the algorithm, a comparison study of performance of multi-label classification techniques MlkNN, BPMLL, Calibrated Label Ranking, RAkEL was performed for recognizing music emotions.
    (Pattern Recognition Course Project, Winter 2012)
  • Mudra Recognition using C#:
    Kathak is a classical indian dance and makes heavy use of hand gestures or mudras in the narratives. There are about 28 single hand mudras and 24 double hand mudras. Each mudra has a number of possible meanings, each applicable in a certain context. The sequence of these mudras along with other features such as body posture and facial emotion, forms a story being narrated in a dance performance. The problem we addressed in our work was: given a sequence of mudras as inputs, formulate and rank probable stories that are being narrated in the given sequence.
    (B.Tech. Major Project, Summer 2011 and Winter 2011)
  • Text Event Parser using python:
    Event is a social occasion with attributes like date, time, venue, contact details,etc. Given a domain url, system identifies the potential webpages which may contain events. Rule based approach is used to extract the events and associated details.
    (Summer Internship Project, 2010)
  • Automated Jacket using Bascom:
    Comprised of system to control temperature of the jacket according to the surrounding temperature, prevent pick pocketing and sytem emphasising girls' protection .The project was selected for the project exhibition cum competition in International Conference on Contemporary Computing (IC3) 2009 held at JIITU, Noida.
    (Microprocessors and Microcontrollers Course Project, Summer 2009)
  • Shot Put Throw
    Robot was provided with the functionality to pick the ball(tennis ball) and throw it (similar to shot put event). It was presented in Robo Olympics 2007 held at JIITU, Noida.
    (Robotics Club Project, 2007)