Instrument-Sound-Processing

Experimentation and Ideation regarding how sounds made by musical instruments can be processed.

Denoising

An analysis on algorithms for de-noising an audio file

• Use STFT and remove frequencies under an amplitude threshold to De-noise the WAV file.

Genre Identification

Analysis, comparison, and rationale of approaches towards identifying the genre of an audio recording of a song

• Use 2D CNNs on Spectograms of audio files to identify music genres
• Use 1D CNN on audio file to identify music genres
• Use domain knowledge to extract features of a recording that affect genre and pass through a fully-connected layer.