Yuan Gong

Hi there, I assume you mean https://github.com/YuanGongND/ast/blob/3f53567ed2aa9bf9305eb89f86dbbef17343695a/src/traintest.py#L311-L327 Please refer to [this paper](https://arxiv.org/pdf/2102.01243.pdf), Section VI.B.1 Checkpoint Averaging. This function implement the above algorithm that 1) save checkpoint model of every epoch...

Hi, could you paste the full error message? And which code are you running?

If you could paste your code piece of model creation and weight loading, I can take a look. But it seems that you forgot to convert the model to a...

One simple sample of correct model creation and weight loading is in the Colab script at https://github.com/YuanGongND/ast/blob/master/Audio_Spectrogram_Transformer_Inference_Demo.ipynb It can be run online with one click. I guess what you need...

> does AST only support the input of length 1024 No, it supports any length with or without using pretrained weights. If you don't use pretrained weights, just change the...

A regular check on the traffic of this repo shows that many people are searching this issue - which means this bug affects many people. Follow your suggestion I have...

hi Fabian, Thanks for pointing out this, it might be a bug, but it does not impact the performance, right? I just use this to check I/O and network bottleneck....

Hi Hitesh, Sorry for the late reply. I honestly don't know about EEG data - which has a different distribution from audios. And I have no idea about the dataset...

Can I know what type of sound your dataset is? It is possible to have larger variance. Also do you plan to pre-train the model with your own dataset or...

Hi there, Thanks for the clarification. First, I want to remind that - > What am doing is to extract frame-level features from the frame-based pretrained frame-wise AST model. So...