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Table 2 Parameters for TCN and CRNN model architecture

From: A large TV dataset for speech and music activity detection

Model Arch.

Parameters

Values

TCN

Kernel size

{3, 5, 5}

 

No. filters

{32, 16, 32}

 

No. stacks

{9, 5, 2}

 

No. dilations

{3, 7, 2}

 

Use skip connections

{False, true, true}

CRNN

Kernel size

{3, 11, 11}

 

No. filters

{64, 64, 16}

 

No. GRU units

{80, 40}