Predominant Instrument Recognition in Polyphonic Music

Experiment Details and Code


(1) The following file set contains a Read Me 1.docx . It describes the code to generate modgdgrams

(2) A file describing the waveGAN architecture is included.

(3) Mel-spectrograms of few generated audio files.

(4) Modgdgrams of few generated audio files

(5) Tempograms of few generated audio files

(6) Samples of generated audio files




👇 Codes


👇 Few mel-spectrograms of wave files generated using waveGAN

👇 Few modgdgrams of wave files from generated using waveGAN

👇 Samples of generated wave files using waveGAN,


Clarinet1, Clarinet 2, Violin, Flute , Piano, Cello (In the same order given below)

cla44k-197.wav
cla44k-87.wav
violin44k_234.wav
flu44K_112.wav
pia44k-257.wav
cello44k_13.wav





(a) a frame (b) Group delay functions for (a) (c) Modified group delay functions for (a)