Syeda Bushra Banu, Dr. Lalitha Saroja CH. An Intelligent Deep Learning Framework for Industrial Machine Sound Anomaly Detection Using YAMNet Embeddings and Bidirectional GRU Networks. Int. J. Data. Sci. IoT. Manag. Syst. 2026;5(3):874-883. doi:10.64751/ijdim.2026.v5.n3.1280