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Spring 2015 | Multimedia Database Management System - Academic Project

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Audio-Classifier

Multimedia Database Management System | UW, Bothell | Spring 2015 |

A stand-alone application that can be used to,

  • Classify a set of audio files as speech/music, from a given a user-specified set by using Machine learning and Audio feature analysis.
  • Reconfigured OTS tool - jAudio , to extract specific audio features and integrated with Weka (feedback extracted audio features as i/p) for predictive (Decision Tree Algorithm) modelling in order to return the type of audio.

Overall precision ~ 70%.

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Spring 2015 | Multimedia Database Management System - Academic Project

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