├── Calculate.ipynb ├── Figs ├── Configs.png ├── SITW.png ├── VoxEER.png └── arch.png ├── Models ├── DS_TDNN.py ├── DS_TDNN_AP.py ├── ECAPA.py ├── MFA_TDNN.py ├── SEResNetX.py ├── __init__.py └── conformer.py ├── MyModel.py ├── README.md ├── dataLoader.py ├── exp └── DS_TDNN_B │ └── model │ └── sota.cpp ├── loss ├── AAMSoftmax.py ├── AMSoftmax.py ├── ARMSoftmax.py ├── Subcenter.py ├── __init__.py └── tools.py ├── modules ├── ConvGF.py ├── DGF.py ├── GF.py ├── GF2d.py ├── GLF.py ├── MFAmodule.py ├── MSA.py ├── Res2Conv.py ├── ResNetBlocks.py ├── SDGF.py ├── SGF.py ├── __init__.py ├── gnConv.py ├── transformer │ ├── __init__.py │ ├── attention.py │ ├── cmvn.py │ ├── convolution.py │ ├── embedding.py │ ├── encoder.py │ ├── encoder_cat.py │ ├── encoder_layer.py │ ├── encoder_weight.py │ ├── label_smoothing_loss.py │ ├── positionwise_feed_forward.py │ ├── subsampling.py │ ├── swish.py │ └── test.cpp └── utils.py ├── requirements.txt ├── train.py └── visualization └── test.cpp /Calculate.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Calculate.ipynb -------------------------------------------------------------------------------- /Figs/Configs.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Figs/Configs.png -------------------------------------------------------------------------------- /Figs/SITW.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Figs/SITW.png -------------------------------------------------------------------------------- /Figs/VoxEER.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Figs/VoxEER.png -------------------------------------------------------------------------------- /Figs/arch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Figs/arch.png -------------------------------------------------------------------------------- /Models/DS_TDNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Models/DS_TDNN.py -------------------------------------------------------------------------------- /Models/DS_TDNN_AP.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Models/DS_TDNN_AP.py -------------------------------------------------------------------------------- /Models/ECAPA.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Models/ECAPA.py -------------------------------------------------------------------------------- /Models/MFA_TDNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Models/MFA_TDNN.py -------------------------------------------------------------------------------- /Models/SEResNetX.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Models/SEResNetX.py -------------------------------------------------------------------------------- /Models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Models/__init__.py -------------------------------------------------------------------------------- /Models/conformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/Models/conformer.py -------------------------------------------------------------------------------- /MyModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/MyModel.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/README.md -------------------------------------------------------------------------------- /dataLoader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/dataLoader.py -------------------------------------------------------------------------------- /exp/DS_TDNN_B/model/sota.cpp: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /loss/AAMSoftmax.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/loss/AAMSoftmax.py -------------------------------------------------------------------------------- /loss/AMSoftmax.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/loss/AMSoftmax.py -------------------------------------------------------------------------------- /loss/ARMSoftmax.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/loss/ARMSoftmax.py -------------------------------------------------------------------------------- /loss/Subcenter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/loss/Subcenter.py -------------------------------------------------------------------------------- /loss/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/loss/__init__.py -------------------------------------------------------------------------------- /loss/tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/loss/tools.py -------------------------------------------------------------------------------- /modules/ConvGF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/ConvGF.py -------------------------------------------------------------------------------- /modules/DGF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/DGF.py -------------------------------------------------------------------------------- /modules/GF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/GF.py -------------------------------------------------------------------------------- /modules/GF2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/GF2d.py -------------------------------------------------------------------------------- /modules/GLF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/GLF.py -------------------------------------------------------------------------------- /modules/MFAmodule.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/MFAmodule.py -------------------------------------------------------------------------------- /modules/MSA.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/MSA.py -------------------------------------------------------------------------------- /modules/Res2Conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/Res2Conv.py -------------------------------------------------------------------------------- /modules/ResNetBlocks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/ResNetBlocks.py -------------------------------------------------------------------------------- /modules/SDGF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/SDGF.py -------------------------------------------------------------------------------- /modules/SGF.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/SGF.py -------------------------------------------------------------------------------- /modules/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/__init__.py -------------------------------------------------------------------------------- /modules/gnConv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/gnConv.py -------------------------------------------------------------------------------- /modules/transformer/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/__init__.py -------------------------------------------------------------------------------- /modules/transformer/attention.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/attention.py -------------------------------------------------------------------------------- /modules/transformer/cmvn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/cmvn.py -------------------------------------------------------------------------------- /modules/transformer/convolution.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/convolution.py -------------------------------------------------------------------------------- /modules/transformer/embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/embedding.py -------------------------------------------------------------------------------- /modules/transformer/encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/encoder.py -------------------------------------------------------------------------------- /modules/transformer/encoder_cat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/encoder_cat.py -------------------------------------------------------------------------------- /modules/transformer/encoder_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/encoder_layer.py -------------------------------------------------------------------------------- /modules/transformer/encoder_weight.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/encoder_weight.py -------------------------------------------------------------------------------- /modules/transformer/label_smoothing_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/label_smoothing_loss.py -------------------------------------------------------------------------------- /modules/transformer/positionwise_feed_forward.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/positionwise_feed_forward.py -------------------------------------------------------------------------------- /modules/transformer/subsampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/subsampling.py -------------------------------------------------------------------------------- /modules/transformer/swish.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/transformer/swish.py -------------------------------------------------------------------------------- /modules/transformer/test.cpp: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /modules/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/modules/utils.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/requirements.txt -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YChenL/DS-TDNN/HEAD/train.py -------------------------------------------------------------------------------- /visualization/test.cpp: -------------------------------------------------------------------------------- 1 | 2 | --------------------------------------------------------------------------------