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dohe0342 2023-01-12 16:01:55 +09:00
parent 7863c82966
commit 71cbd39280
2 changed files with 6 additions and 0 deletions
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egs/librispeech/ASR/pruned_transducer_stateless_gtrans/.conformer_randomcombine.py.swp
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egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer_randomcombine.py
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@ -214,6 +214,7 @@ class Conformer(EncoderInterface):
x = x.permute(1, 0, 2) # (T, N, C) ->(N, T, C)
layer_outputs = [x.permute(1, 0, 2) for x in layer_outputs]
'''
if self.group_num == 4:
x = self.layer_norm(1/4*(self.sigmoid(self.alpha[0])*layer_outputs[2] + \
self.sigmoid(self.alpha[1])*layer_outputs[5] + \
@ -247,6 +248,11 @@ class Conformer(EncoderInterface):
)
)
'''
x = 0
for enum, alpha in enumerate(self.alpha):
x += self.sigmoid(alpha) * layer_outputs[(enum+1)*self.group_layer_num-1]
x = self.layer_norm(x/self.group_num)
'''
layer_outputs = [x.permute(1, 0, 2) for x in layer_outputs]
x = 0