IEEE

Spectrogram-Based Spectrum Prediction for AI-managed Cognitive-Radio Edge Devices

Abstract: This paper presents a Radio-Frequency (RF) spectrum prediction system based on a Convolutional Neural Network (CNN) architecture for image-based forecasting intended for Cognitive Radio (CR) ...
GitHub

spectrogram-images

Add a description, image, and links to the spectrogram-images topic page so that developers can more easily learn about it.
IEEE

Increasing the Accuracy of Spectrogram-based Spectrum Sensing Trained by a Deep Learning Network Using a Resnet-18 Model

Abstract: This paper presents the evaluation of an image restoration approach based on a bilateral Gaussian filter (BGF) to address signal identification for spectrum sensing. The proposed methodology ...
Frontiers

A SVM-based method for identifying fracture modes of rock using WVD spectrogram features of AE signals

1 Guangxi Xinfazhan Communication Group Co., Ltd., Nanning, China 2 College of Civil Engineering and Architecture, Guangxi University, Nanning, China In order to achieve the highly efficient and ...
National Audubon Society

Start Using Spectrograms to ’Read’ Bird Songs and Calls

Editor’s Note: There's a lot to look forward to in spring, including the welcomed hullabaloo of birdsong. The sheer volume of songs and calls can often feel overwhelming for birders, but these sounds ...
Interesting Engineering

Riffusion tweaks Stable Diffusion to make AI text to image spectrograms play audio

Stable Diffusion has been tweaked to include an update to its AI routines to include a fine-tuning of the images of spectrograms that are paired to text. Now they are able to generate more precise ...