DTLN (models)

.gitattributes

@@ -41,3 +41,7 @@ models/DTLN/tflite/dtln_saved_model/variables/variables.data-00000-of-00001 filt
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models/DTLN_pytorch (ONNX, pth, bin)/bin/model_p1.bin

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models/DTLN_pytorch (ONNX, pth, bin)/bin/model_p1.param

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+Input            mag                      0 1 mag
+Split            splitncnn_input0         1 2 mag mag_splitncnn_0 mag_splitncnn_1
+Input            h1_in                    0 1 h1_in
+Input            c1_in                    0 1 c1_in
+Input            h2_in                    0 1 h2_in
+Input            c2_in                    0 1 c2_in
+MemoryData       sep1.dense.bias          0 1 sep1.dense.bias 0=257
+LSTM             LSTM_1                   3 3 mag_splitncnn_1 h1_in c1_in 40 38 39 0=128 1=131584 2=0
+LSTM             LSTM_3                   3 3 40 h2_in c2_in 66 63 64 0=128 1=65536 2=0
+InnerProduct     MatMul_6                 1 1 66 68 0=257 1=0 2=32896
+BinaryOp         Add_7                    2 1 sep1.dense.bias 68 69 0=0
+Sigmoid          Sigmoid_8                1 1 69 70
+Concat           Concat_9                 4 1 38 39 63 64 out_state1 0=0
+Reshape          Reshape_11               1 1 70 73 0=-1
+Reshape          Reshape_13               1 1 mag_splitncnn_0 75 0=-1
+BinaryOp         Mul_14                   2 1 73 75 76 0=2
+Reshape          Reshape_16               1 1 76 y1 0=-1 1=1

models/DTLN_pytorch (ONNX, pth, bin)/bin/model_p2.bin

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models/DTLN_pytorch (ONNX, pth, bin)/bin/model_p2.param

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+Input            y1                       0 1 y1
+Input            h1_in                    0 1 h1_in
+Input            c1_in                    0 1 c1_in
+Input            h2_in                    0 1 h2_in
+Input            c2_in                    0 1 c2_in
+MemoryData       encoder_norm1.beta       0 1 encoder_norm1.beta 0=256 1=1
+MemoryData       encoder_norm1.gamma      0 1 encoder_norm1.gamma 0=256 1=1
+MemoryData       sep2.dense.bias          0 1 sep2.dense.bias 0=256
+Convolution1D    Conv_0                   1 1 y1 19 0=256 1=1 2=1 3=1 4=0 14=0 5=0 6=131072
+Permute          Transpose_1              1 1 19 20 0=1
+Split            splitncnn_0              1 3 20 20_splitncnn_0 20_splitncnn_1 20_splitncnn_2
+Reduction        ReduceMean_2             1 1 20_splitncnn_2 21 0=3 1=1 4=0 5=1
+BinaryOp         Sub_3                    2 1 20_splitncnn_1 21 22 0=1
+Split            splitncnn_1              1 3 22 22_splitncnn_0 22_splitncnn_1 22_splitncnn_2
+BinaryOp         Mul_4                    2 1 22_splitncnn_2 22_splitncnn_1 23 0=2
+Reduction        ReduceMean_5             1 1 23 24 0=3 1=1 4=0 5=1
+BinaryOp         Add_7                    1 1 24 26 0=0 1=1 2=1.000000e-07
+UnaryOp          Sqrt_8                   1 1 26 27 0=5
+BinaryOp         Div_9                    2 1 22_splitncnn_0 27 28 0=3
+BinaryOp         Mul_10                   2 1 28 encoder_norm1.gamma 29 0=2
+BinaryOp         Add_11                   2 1 29 encoder_norm1.beta 30 0=0
+LSTM             LSTM_13                  3 3 30 h1_in c1_in 56 54 55 0=128 1=131072 2=0
+LSTM             LSTM_15                  3 3 56 h2_in c2_in 82 79 80 0=128 1=65536 2=0
+InnerProduct     MatMul_18                1 1 82 84 0=256 1=0 2=32768
+BinaryOp         Add_19                   2 1 sep2.dense.bias 84 85 0=0
+Sigmoid          Sigmoid_20               1 1 85 86
+Concat           Concat_21                4 1 54 55 79 80 out_state2 0=0
+Reshape          Reshape_23               1 1 86 89 0=-1
+Reshape          Reshape_25               1 1 20_splitncnn_0 91 0=-1
+BinaryOp         Mul_26                   2 1 89 91 92 0=2
+Reshape          Reshape_28               1 1 92 94 0=256 1=1
+Permute          Transpose_29             1 1 94 95 0=1
+Convolution1D    Conv_30                  1 1 95 y 0=512 1=1 2=1 3=1 4=0 14=0 5=0 6=131072

models/DTLN_pytorch (ONNX, pth, bin)/onnx/model_p1.onnx

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