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dohe0342 2023-01-07 23:55:22 +09:00
parent 46a7ccebac
commit 10e54ef89f
2 changed files with 10 additions and 12 deletions
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egs/librispeech/ASR/pruned_transducer_stateless_gtrans/.conformer.py.swp
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egs/librispeech/ASR/pruned_transducer_stateless_gtrans/conformer.py
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@ -206,22 +206,20 @@ class Conformer(EncoderInterface):
layer_output = [x.permute(1, 0, 2) for x in layer_output]
'''
x = self.layer_norm(1/12*(self.sigmoid(self.alpha[0])*layer_output[3] + \
self.sigmoid(self.alpha[1])*layer_output[7] + \
self.sigmoid(self.alpha[1])*layer_output[7] + \
self.sigmoid(self.alpha[1])*layer_output[7] + \
self.sigmoid(self.alpha[1])*layer_output[7] + \
self.sigmoid(self.alpha[2])*layer_output[11]
x = self.layer_norm(1/6*(self.sigmoid(self.alpha[0])*layer_output[1] + \
self.sigmoid(self.alpha[1])*layer_output[3] + \
self.sigmoid(self.alpha[2])*layer_output[5] + \
self.sigmoid(self.alpha[3])*layer_output[7] + \
self.sigmoid(self.alpha[4])*layer_output[9] + \
self.sigmoid(self.alpha[5])*layer_output[11]
)
)
'''
x = 0
for enum, alpha in enumerate(self.alpha):
x += self.sigmoid(alpha)*layer_output[enum]
#x = 0
#for enum, alpha in enumerate(self.alpha):
# x += self.sigmoid(alpha)*layer_output[enum]
x = self.layer_norm((1/self.group_size)*x)
#x = self.layer_norm((1/self.group_size)*x)
return x, lengths