LAION-AI / CLAP

Contrastive Language-Audio Pretraining
https://arxiv.org/abs/2211.06687
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finetune on which branch #102

Open jammyWolf opened 1 year ago

jammyWolf commented 1 year ago

i have 2 questions:

  1. released music model is trained both audio and text branch or just trained on audio branch?
  2. i followed the finetune_script finding it only finetuneed audio branch for classification, is that right? if i want to finetune both text and audio branch i should unfreeze the text branch ?
lukewys commented 1 year ago

Hi,

  1. both branch
  2. Yes. If you want to fine-tune both text and audio branch, you should use the training script but not the fine-tune script. Sorry for the potential confusion of the naming, the fine-tune script is for fine-tuning the audio encoder for downstream task.

Best