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hyperparams.txt
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hyperparams.txt
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audio hidden video hidden text hidden audio dropout video dropout text dropout factor lr learning rate rank batch size weight decay
For POM:
Confidence 16 16 64 0.3 0.5 0.2 0.0005 0.001 4 16 0
Passion 16 16 64 0.3 0.5 0.2 0.0005 0.001 4 16 0
Pleasant 16 16 256 0.1 0.15 0.5 0.0003 0.003 1 128 0
Dominance 8 8 64 0.1 0.2 0.2 0.003 0.0003 4 8 0
Credible (same model setting as confidence)
Vivid 16 8 64 0.15 0.15 0.15 0.003 0.0005 16 32 0.01
Expertise 8 16 64 0.2 0.15 0.3 0.003 0.0003 16 16 0.001
Entertaining 8 8 64 0.2 0.2 0.15 0.0005 0.001 8 8 0
Reserve 8 16 64 0.5 0.1 0.15 0.003 0.0003 16 8 0.001
Trusting 16 8 128 0.1 0.5 0.15 0.0003 0.001 16 16 0
Relaxed 8 8 64 0.5 0.1 0.2 0.0005 0.0003 8 16 0
Outgoing 16 16 256 0.1 0.15 0.2 0.003 0.0005 4 16 0.01
Thorough (same model setting as confidence)
Nervous 4 8 256 0 0.5 0.1 0.003 0.003 8 64 0
Sentiment 16 16 64 0.5 0.5 0.2 0.003 0.001 4 8 0.002
Persuasive (same model setting as confidence)
Humorous 8 8 64 0.5 0.2 0.15 0.003 0.001 4 4 0.001
For IEMOCAP:
Angry 8 4 64 0.3 0.1 0.15 0.003 0.0005 8 64 0.001
Sad 8 4 128 0 0 0 0.0005 0.003 4 64 0.002
Happy 4 16 128 0.3 0.1 0.5 0.003 0.001 1 128 0.002
Neutral 32 8 64 0.2 0.5 0.2 0.003 0.0005 16 16 0.002