qiuqiangkong / piano_transcription_inference

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Is pretrained model trained with augmentation? #6

Open sweetcocoa opened 2 years ago

sweetcocoa commented 2 years ago

Hi, Thanks for sharing this work.

I am using pretrained model from this repo. and I found that its performance score is much higher than the original paper's score. (Note F1 0.89, Onset F1 0.979)

Is this pretrained model trained by applying the augmentation technique included in the code you provided?

I may have made a mistake in the score calculation, so I would appreciate it if you let me know if audio augmentation is applied on this pretrained model.

qiuqiangkong commented 2 years ago

Hi, thanks!

This repo is not trained with augmentation. I thought the score should

not be that high. The score should be the same as reported in the paper.

Best wishes, Qiuqiang

On Thu, 23 Dec 2021 at 16:53, Jongho Choi @.***> wrote:

Hi, Thanks for sharing this work.

I am using pretrained model from this repo. and I found that its performance score is much higher than the original paper's score. (Note F1 0.89, Onset F1 0.979)

Is this pretrained model trained by applying the augmentation technique included in the code you provided?

I may have made a mistake in the score calculation, so I would appreciate it if you let me know if audio augmentation is applied on this pretrained model.

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