IEEE

On Random Fields Associated with Analytic Wavelet Transform

Abstract: Despite the broad application of the analytic wavelet transform (AWT), a systematic statistical characterization of its magnitude and phase as inhomogeneous random fields on the ...
IEEE

Ecg Signal Classification Using Wavelet Scattering Transform and Hybrid Cnn-Lstm Network

Abstract: This paper presents a robust method for ECG signal classification by integrating Wavelet Scattering Transform (WST) with a lightweight CNN-LSTM network. Unlike the conventional Continuous ...
GitHub

Spectral Analysis of Real-World Audio Signals Using Python

This project explores how real-world sounds can be analyzed in the frequency domain using signal processing techniques in Python. By applying Fourier Transform and spectral feature extraction, ...
GitHub

load_benchmark_data.py

# stimulus frequencies: [ 8. 9. 10. 11. 12. 13. 14. 15. 8.2 9.2 10.2 11.2 12.2 13.2 # 14.2 15.2 8.4 9.4 10.4 11.4 12.4 13.4 14.4 15.4 8.6 9.6 10.6 11.6 # 12.6 13.6 14 ...