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eess.AS2025
Large Language Models and Non-Negative Matrix Factorization for Bioacoustic Signal Decomposition
Yasaman Torabi, Shahram Shirani, James P. Reilly
Large language models have shown a remarkable ability to extract meaning from unstructured data, offering new ways to interpret biomedical signals beyond traditional numerical meth…
eess.AS2025
Blind Source Separation in Biomedical Signals Using Variational Methods
Yasaman Torabi, Shahram Shirani, James P. Reilly
This study introduces a novel unsupervised approach for separating overlapping heart and lung sounds using variational autoencoders (VAEs). In clinical settings, these sounds often…