There are some problems with voxlb2_train.txt and voxlb2_val.txt

[lyu-joe]

There are some identical audio between voxlb2_train.txt and voxlb2_val.txt

[WeidiXie]

Oh, this validation set is useless. The task is for speaker verification is only for openest setting, meaning any of the audio clip from the test speaker should not appear in training.

So you should check the overlap between voxceleb2 and voxceleb1, because the model trained with voxceleb2 will be tested on voxceleb1.

[lyu-joe]

I still have some questions,You train this speaker verifier with the training process of a classifier. Your monitor when you are training is training loss, so you did not use of a validation set until the end,right ,

[WeidiXie]

while designing architecture, searching hyper-parameters, training epochs, etc, you need to split the trainset to train and val, make them disjoint.

Once you decide the best parameters, then train on all data with cyclic learning rate.

[lyu-joe]

when i split the trainset to train and val, make them disjoint. i am using the method of training classifier,means that the train and val are shared all person ，but the audio is from different audios of the same person

[WeidiXie]

yes.

[lyu-joe]

Thank you for your prompt and patient response.finally ,what is you final training loss,thanks again

[WeidiXie]

Can't remember this, but I think the final accuracy you will get on training set is around 92-93%.

[THtanghuan]

hey，when I load your pre-trained model it raise ''ValueError: You are trying to load a weight file containing 80 layers into a model with 81 layers''. i did not change the structure of you model.so why

[WeidiXie]

change the way model is loaded: https://github.com/WeidiXie/VGG-Speaker-Recognition/blob/837735b72033f4d2369fd3ba0d0f5d632b14fc07/src/main.py#L81

if single GPU: network.load_weights(os.path.join(args.resume), by_name=True)

[THtanghuan]

which layer is the extra layer

[WeidiXie]

if you are doing verification, then the last classifier is redundant.

[Fan0fan]

Can you send me the voxlb2_val.txt? Maybe the author deleted this file. Looking forward to your reply.