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Shahram Shirani

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#generative ai Preprint Aug 2026

XVAE-WMT: Explainable Wavelet-Temporal Variational Autoencoder for Blind Source Separation of Heart and Lung Sounds

This paper introduces XVAE-WMT1, an unsupervised explainable generative AI algorithm combining a variational autoencoder with explainable AI, wavelet-based inputs, a post-hoc output mask, and temporal consistency (TC) loss.

Yasaman Torabi, Shahram Shirani, James P. Reilly · 0 citations