@article{knowledgeaugmentedvisionlanguagemodelsfo, title = {Knowledge-Augmented Vision Language Models for Underwater Bioacoustic Spectrogram Analysis}, author = {Ragib Amin Nihal and Benjamin Yen and Takeshi Ashizawa and Kazuhiro Nakadai}, year = {2025}, eprint = {2509.05703}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.05703}, }