AMATH-582 Homework and Project AMATH 582 at UW: Computational Methods For Data Analysis Below are quick preview of each project. Please feel free to click each folder to obtain more details! Can you save your dog? FFT of Ultrasound time series Trajectory of marble in dog's intestine Gábor transforms: Time-frequency analysis and music score extraction Part 1: Time-frequency analysis of Handel's music Handel's music FFT Spectrogram by Gábor transform Part 2: Music score extraction of Mary had a little lamp Music piece Overtones of Piano Spectrogram by Gábor transform Music score extracted! (Plot created by LilyPond) Principal Component Analysis (PCA) on oscillating and rotating paint can! Sqrt of Variances Independent leading modes of motion Eigenface analysis and Music genre classification Part 1: Eigenface analysis Part 2: Music genre classification What becomes possible? The genre of a song can be determined by a 5-second clip of the song!
