An investigation on selecting audio pre-trained models for audio captioning. (arXiv:2208.06127v1 [cs.SD])

Audio captioning is a task that generates description of audio based on
content. Pre-trained models are widely used in audio captioning due to high
complexity. Unless a comprehensive system is re-trained, it is hard to
determine how well pre-trained models contribute to audio captioning system. To
prevent the time consuming and energy consuming process of retraining, it is
necessary to propose a preditor of performance for the pre-trained model in
audio captioning. In this paper, a series of pre-trained models …

arxiv audio captioning investigation pre-trained models