Xinli Ma

Acoustic recognition of tilapia feeding intensity via LoRA-fine-tuned multimodal large language models

Real-time assessment of fish feeding intensity is essential for demand-based feeding in intensive aquaculture, yet existing methods rely on external spectrogram preprocessing and large annotated datasets, limiting practical deployment. This study proposes an end-to-end approach t...