add a simple intro to MDTC
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@ -167,6 +167,15 @@ class TCNStack(nn.Module):
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class MDTC(nn.Module):
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class MDTC(nn.Module):
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"""Multi-scale Depthwise Temporal Convolution (MDTC).
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In MDTC, stacked depthwise one-dimensional (1-D) convolution with
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dilated connections is adopted to efficiently model long-range
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dependency of speech. With a large receptive field while
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keeping a small number of model parameters, the structure
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can model temporal context of speech effectively. It aslo
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extracts multi-scale features from different hidden layers
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of MDTC with different receptive fields.
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"""
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def __init__(
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def __init__(
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self,
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self,
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stack_num: int,
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stack_num: int,
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