Artificial Intelligence


MySong

This is a program which takes in a .wav file containing a melody and generates a .mid file that harmonizes the .wav file appropriately.

Developed in cs141: Introduction to Artificial Intelligence at Brown University in Spring, 2009.

Features

  • Pitch detection from input (*.wav) files via external library.
  • Automatic harmonization using Hidden Markov Models and Viterbi algorithm.
  • Key detection based on Viterbi algorithm.
  • Support for multiple musical models, such as classical major keys, minor keys, and "rock."

Demonstration

  • Available upon request (Linux platform only).

Lemonade

This is a software program to model demand states for an imaginary business using Bayesian networks and Monte Carlo methods.

Developed in cs141: Introduction to Artificial Intelligence at Brown University in Spring, 2009.

Features

  • Java Swing graphical display (using JFreeChart)
  • Mean and percentile demand state estimations
  • Bayes and Monte Carlo methods

Demonstration

  • Available upon request (Java)

Above:Lemonade demand prediction