“Efficient Temporal Segmentation And Classification Of Short-Form Video Content Using Lightweight CNN-LSTM Architecture”. 2026. Journal of Technology Informatics and Engineering 5 (1): 1-16. https://doi.org/10.51903/jtie.v5i1.441.