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cs.SD2026
XVAE-WMT: Explainable Wavelet-Temporal Variational Autoencoder for Blind Source Separation of Heart and Lung Sounds
Yasaman Torabi, Shahram Shirani, James P. Reilly
The separation of cardiovascular sounds is a critical task in biomedical signal processing. In this paper, we introduce XVAE-WMT1, an unsupervised explainable generative AI algorit…
cs.SD2025
Large Language Model-based Nonnegative Matrix Factorization For Cardiorespiratory Sound Separation
Yasaman Torabi, Shahram Shirani, James P. Reilly
This study represents the first integration of large language models (LLMs) with non-negative matrix factorization (NMF), marking a novel advancement in the source separation field…