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What does the feature dimension represent? #6

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hxl523 opened this issue Mar 11, 2022 · 2 comments
Open

What does the feature dimension represent? #6

hxl523 opened this issue Mar 11, 2022 · 2 comments

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@hxl523
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hxl523 commented Mar 11, 2022

Hi,
when I run the code
train_audio,valid_audio,test_audio= pickle.load(open('Cross-Modal-BERT-master/data/audio/MOSI_cmu_audio_CLS.pickle','rb'))

I look at the size of the train_audio , valid_audio and test_audio:
train_audio.shape=(1284, 50, 5),valid_audio.shape=(229, 50, 5), test_audio.shape=(686, 50, 5)

1284,229,686 is their data size,But what do 5 and 50 mean?

Looking forward to your reply.
Thanks.

@Kaicheng-Yang0828
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50 is timesteps,5 is feature dimensions. You can get more infomation from https://github.com/A2Zadeh/CMU-MultimodalSDK/issues/172

@pretbc
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pretbc commented Oct 13, 2023

It seems that link expire - could You tell more ?

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