GitHub

Generating sound spectrograms using short-time Fourier transform that can be used for purposes such as sound classification by machine learning algorithms.

I needed an audio spectrogram generator for a machine learning algorithm I wanted to produce, but all the codes I encountered were missing, old or incorrect. The problem I encountered in all the codes ...
Europe PMC

Emotional sounds of crowds: spectrogram-based analysis using deep learning.

Crowds express emotions as a collective individual, which is evident from the sounds that a crowd produces in particular events, e.g., collective booing, laughing or cheering in sports matches, movies ...
IEEE

Spectrogram-based detection of crackles from lung sounds

Abstract: Analyzing lung sound helps in identifying the associated pathological condition. Auscultation is the common tool used for categorizing the lung sounds. Computer based analysis of lung sounds ...
GitHub

Images that Sound

This repository contains the code to generate images that sound, a special spectrogram that can be seen as images and played as sound. Note: our method does not have a high success rate since it's ...