add a simple intro to MDTC

This commit is contained in:
Jingyong Hou 2021-11-11 09:55:29 +08:00
parent 674c372c9a
commit 603662f152

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