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MDX_Net_Models/model_data/mdx_c_configs/model1.yaml

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+audio:
+  chunk_size: 260096
+  dim_f: 4096
+  dim_t: 128
+  hop_length: 2048
+  n_fft: 8192
+  num_channels: 2
+  sample_rate: 44100
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 64
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 128
+  num_scales: 5
+  num_subbands: 4
+  scale:
+  - 2
+  - 2
+training:
+  batch_size: 8
+  grad_clip: 0
+  instruments:
+  - Vocals
+  - Drums
+  - Bass
+  - Other
+  lr: 5.0e-05
+  target_instrument: null
+inference:
+  batch_size: 1
+  dim_t: 256
+  num_overlap: 8

MDX_Net_Models/model_data/mdx_c_configs/model2.yaml

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+audio:
+  chunk_size: 260096
+  dim_f: 4096
+  dim_t: 128
+  hop_length: 2048
+  n_fft: 8192
+  num_channels: 2
+  sample_rate: 44100
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 64
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 256
+  num_scales: 5
+  num_subbands: 4
+  scale:
+  - 2
+  - 2
+training:
+  batch_size: 8
+  grad_clip: 0
+  instruments:
+  - Vocals
+  - Drums
+  - Bass
+  - Other
+  lr: 3.0e-05
+  target_instrument: null
+inference:
+  batch_size: 1
+  dim_t: 256
+  num_overlap: 8

MDX_Net_Models/model_data/mdx_c_configs/model3.yaml

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+audio:
+  chunk_size: 260096
+  dim_f: 4096
+  dim_t: 128
+  hop_length: 2048
+  n_fft: 12288
+  num_channels: 2
+  sample_rate: 44100
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 64
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 128
+  num_scales: 5
+  num_subbands: 4
+  scale:
+  - 2
+  - 2
+training:
+  batch_size: 8
+  grad_clip: 0
+  instruments:
+  - Vocals
+  - Drums
+  - Bass
+  - Other
+  lr: 5.0e-05
+  target_instrument: Vocals
+inference:
+  batch_size: 1
+  dim_t: 256
+  num_overlap: 8

MDX_Net_Models/model_data/mdx_c_configs/modelA.yaml

@@ -0,0 +1,39 @@
+audio:
+  chunk_size: 261120
+  dim_f: 4096
+  dim_t: 256
+  hop_length: 1024
+  min_mean_abs: 0.01
+  n_fft: 8192
+  num_channels: 2
+  sample_rate: 44100
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 64
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 64
+  num_scales: 5
+  num_subbands: 4
+  scale:
+  - 2
+  - 2
+training:
+  batch_size: 6
+  coarse_loss_clip: true
+  ema_momentum: 0.999
+  grad_clip: null
+  instruments:
+  - Vocals
+  - Drums
+  - Bass
+  - Other
+  lr: 0.0001
+  num_steps: 100000
+  q: 0.4
+  target_instrument: null
+inference:
+  batch_size: 2
+  dim_t: 256
+  num_overlap: 8

MDX_Net_Models/model_data/mdx_c_configs/modelB.yaml

@@ -0,0 +1,41 @@
+audio:
+  chunk_size: 261120
+  dim_f: 4096
+  dim_t: 256
+  hop_length: 1024
+  min_mean_abs: 0.01
+  n_fft: 8192
+  num_channels: 2
+  sample_rate: 44100
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 64
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 64
+  num_scales: 5
+  num_subbands: 4
+  scale:
+  - 2
+  - 2
+training:
+  batch_size: 6
+  coarse_loss_clip: false
+  datasets:
+  - ../data/moises/bleeding
+  ema_momentum: 0.999
+  grad_clip: null
+  instruments:
+  - Vocals
+  - Drums
+  - Bass
+  - Other
+  lr: 0.0001
+  num_steps: 150000
+  q: 0.93
+  target_instrument: null
+inference:
+  batch_size: 2
+  dim_t: 256
+  num_overlap: 8

MDX_Net_Models/model_data/mdx_c_configs/model_2_stem_061321.yaml

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+audio:
+  chunk_size: 260096
+  dim_f: 4096
+  dim_t: 256
+  hop_length: 2048
+  n_fft: 12288
+  num_channels: 2
+  sample_rate: 44100
+  min_mean_abs: 0.001
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 64
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 128
+  num_scales: 5
+  num_subbands: 4
+  scale:
+  - 2
+  - 2
+  name: epoch_10.ckpt
+training:
+  batch_size: 16
+  grad_clip: 0
+  instruments:
+  - Vocals
+  - Instrumental
+  lr: 5.0e-05
+  target_instrument: null
+  num_epochs: 100
+  num_steps: 1000
+inference:
+  batch_size: 1
+  dim_t: 256
+  num_overlap: 8

MDX_Net_Models/model_data/mdx_c_configs/model_2_stem_full_band.yaml

@@ -0,0 +1,36 @@
+audio:
+  chunk_size: 260096
+  dim_f: 6144
+  dim_t: 128
+  hop_length: 2048
+  n_fft: 12288
+  num_channels: 2
+  sample_rate: 44100
+  min_mean_abs: 0.001
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 64
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 128
+  num_scales: 5
+  num_subbands: 6
+  scale:
+  - 2
+  - 2
+training:
+  batch_size: 14
+  grad_clip: 0
+  instruments:
+  - Vocals
+  - Instrumental
+  lr: 3.0e-05
+  target_instrument: null
+  num_epochs: 1000
+  num_steps: 1000
+  augmentation: 1
+inference:
+  batch_size: 1
+  dim_t: 256
+  num_overlap: 8

MDX_Net_Models/model_data/mdx_c_configs/model_2_stem_full_band_2.yaml

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+audio:
+  chunk_size: 260096
+  dim_f: 6144
+  dim_t: 128
+  hop_length: 2048
+  n_fft: 12288
+  num_channels: 2
+  sample_rate: 44100
+  min_mean_abs: 0.001
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 128
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 128
+  num_scales: 5
+  num_subbands: 6
+  scale:
+  - 2
+  - 2
+training:
+  batch_size: 14
+  grad_clip: 0
+  instruments:
+  - Vocals
+  - Instrumental
+  lr: 2.0e-05
+  target_instrument: null
+  num_epochs: 1000
+  num_steps: 1000
+  augmentation: 1
+inference:
+  batch_size: 1
+  dim_t: 256
+  num_overlap: 8

MDX_Net_Models/model_data/mdx_c_configs/model_2_stem_full_band_3.yaml

@@ -0,0 +1,39 @@
+audio:
+  chunk_size: 261120
+  dim_f: 6144
+  dim_t: 256
+  hop_length: 1024
+  n_fft: 12288
+  num_channels: 2
+  sample_rate: 44100
+  min_mean_abs: 0.001
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 128
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 128
+  num_scales: 5
+  num_subbands: 6
+  scale:
+  - 2
+  - 2
+training:
+  batch_size: 6
+  grad_clip: 0
+  instruments:
+  - Vocals
+  - Instrumental
+  lr: 1.0e-05
+  target_instrument: null
+  num_epochs: 1000
+  num_steps: 1000
+  augmentation: 1
+  q: 0.95
+  coarse_loss_clip: true
+  ema_momentum: 0.999
+inference:
+  batch_size: 1
+  dim_t: 256
+  num_overlap: 8

MDX_Net_Models/model_data/mdx_c_configs/model_2_stem_full_band_4.yaml

@@ -0,0 +1,40 @@
+audio:
+  chunk_size: 261120
+  dim_f: 6144
+  dim_t: 256
+  hop_length: 1024
+  n_fft: 12288
+  num_channels: 2
+  sample_rate: 44100
+  min_mean_abs: 0.001
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 128
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 128
+  num_scales: 5
+  num_subbands: 6
+  scale:
+  - 2
+  - 2
+training:
+  batch_size: 6
+  grad_clip: 0
+  instruments:
+  - Vocals
+  - Instrumental
+  lr: 0.7e-05
+  patience: 2
+  target_instrument: null
+  num_epochs: 1000
+  num_steps: 1000
+  augmentation: 1
+  q: 0.95
+  coarse_loss_clip: true
+  ema_momentum: 0.999
+inference:
+  batch_size: 1
+  dim_t: 256
+  num_overlap: 8

MDX_Net_Models/model_data/mdx_c_configs/model_2_stem_full_band_8k.yaml

@@ -0,0 +1,43 @@
+audio:
+  chunk_size: 261120
+  dim_f: 4096
+  dim_t: 256
+  hop_length: 1024
+  n_fft: 8192
+  num_channels: 2
+  sample_rate: 44100
+  min_mean_abs: 0.001
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 128
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 128
+  num_scales: 5
+  num_subbands: 4
+  scale:
+  - 2
+  - 2
+training:
+  batch_size: 6
+  grad_clip: 0
+  instruments:
+  - Vocals
+  - Instrumental
+  lr: 1.0e-05
+  patience: 2
+  reduce_factor: 0.95
+  target_instrument: null
+  num_epochs: 1000
+  num_steps: 1000
+  augmentation: 1
+  augmentation_type: simple1
+  augmentation_mix: true
+  q: 0.95
+  coarse_loss_clip: true
+  ema_momentum: 0.999
+inference:
+  batch_size: 1
+  dim_t: 256
+  num_overlap: 8

MDX_Net_Models/model_data/mdx_c_configs/sndfx.yaml

@@ -0,0 +1,41 @@
+audio:
+  chunk_size: 261120
+  dim_f: 1024
+  dim_t: 256
+  hop_length: 1024
+  min_mean_abs: 0.01
+  n_fft: 2048
+  num_channels: 2
+  sample_rate: 44100
+  stereo_prob: 0.7
+model:
+  act: gelu
+  bottleneck_factor: 4
+  growth: 64
+  norm: InstanceNorm
+  num_blocks_per_scale: 2
+  num_channels: 64
+  num_scales: 5
+  num_subbands: 4
+  scale:
+  - 2
+  - 2
+training:
+  batch_size: 8
+  ema_momentum: 0.999
+  grad_clip: null
+  instruments:
+  - Music
+  - Speech
+  - SFX
+  lr: 0.0001
+  num_steps: 30000
+  target_instrument: null
+inference:
+  batch_size: 8
+  dim_t: 256
+  instruments:
+  - Music
+  - Dialog
+  - Effect
+  num_overlap: 8

MDX_Net_Models/model_data/model_data.json

@@ -0,0 +1,351 @@
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+        "compensate": 1.035,
+        "mdx_dim_f_set": 3072,
+        "mdx_dim_t_set": 8,
+        "mdx_n_fft_scale_set": 6144,
+        "primary_stem": "Instrumental"
+    },
+    "cc63408db3d80b4d85b0287d1d7c9632": {
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+        "mdx_dim_f_set": 3072,
+        "mdx_dim_t_set": 8,
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+        "primary_stem": "Instrumental"
+    },
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+        "mdx_dim_f_set": 3072,
+        "mdx_dim_t_set": 9,
+        "mdx_n_fft_scale_set": 6144,
+        "primary_stem": "Reverb"
+    },
+    "55657dd70583b0fedfba5f67df11d711": {
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+        "mdx_dim_f_set": 3072,
+        "mdx_dim_t_set": 8,
+        "mdx_n_fft_scale_set": 6144,
+        "primary_stem": "Instrumental"
+    },
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+        "mdx_dim_f_set": 3072,
+        "mdx_dim_t_set": 8,
+        "mdx_n_fft_scale_set": 7680,
+        "primary_stem": "Instrumental"
+    },
+    "8a88db95c7fb5dbe6a095ff2ffb428b1": {
+        "compensate": 1.026,
+        "mdx_dim_f_set": 2048,
+        "mdx_dim_t_set": 8,
+        "mdx_n_fft_scale_set": 5120,
+        "primary_stem": "Instrumental"
+    },
+    "b78da4afc6512f98e4756f5977f5c6b9": {
+        "compensate": 1.021,
+        "mdx_dim_f_set": 3072,
+        "mdx_dim_t_set": 8,
+        "mdx_n_fft_scale_set": 7680,
+        "primary_stem": "Instrumental"
+    },
+    "77d07b2667ddf05b9e3175941b4454a0": {
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+        "mdx_dim_f_set": 3072,
+        "mdx_dim_t_set": 8,
+        "mdx_n_fft_scale_set": 7680,
+        "primary_stem": "Vocals"
+    },
+    "2154254ee89b2945b97a7efed6e88820": {
+        "config_yaml": "model_2_stem_061321.yaml"
+    },
+    "063aadd735d58150722926dcbf5852a9": {
+        "config_yaml": "model_2_stem_061321.yaml"
+    },
+    "c09f714d978b41d718facfe3427e6001": {
+        "config_yaml": "model_2_stem_061321.yaml"
+    },
+    "fe96801369f6a148df2720f5ced88c19": {
+        "config_yaml": "model3.yaml"
+    },
+    "02e8b226f85fb566e5db894b9931c640": {
+        "config_yaml": "model2.yaml"
+    },
+    "e3de6d861635ab9c1d766149edd680d6": {
+        "config_yaml": "model1.yaml"
+    },
+    "3f2936c554ab73ce2e396d54636bd373": {
+        "config_yaml": "modelB.yaml"
+    },
+    "890d0f6f82d7574bca741a9e8bcb8168": {
+        "config_yaml": "modelB.yaml"
+    },
+    "63a3cb8c37c474681049be4ad1ba8815": {
+        "config_yaml": "modelB.yaml"
+    },
+    "a7fc5d719743c7fd6b61bd2b4d48b9f0": {
+        "config_yaml": "modelA.yaml"
+    },
+    "3567f3dee6e77bf366fcb1c7b8bc3745": {
+        "config_yaml": "modelA.yaml"
+    },
+    "a28f4d717bd0d34cd2ff7a3b0a3d065e": {
+        "config_yaml": "modelA.yaml"
+    },
+    "c9971a18da20911822593dc81caa8be9": {
+        "config_yaml": "sndfx.yaml"
+    },
+    "57d94d5ed705460d21c75a5ac829a605": {
+        "config_yaml": "sndfx.yaml"
+    },
+    "e7a25f8764f25a52c1b96c4946e66ba2": {
+        "config_yaml": "sndfx.yaml"
+    },
+    "104081d24e37217086ce5fde09147ee1": {
+        "config_yaml": "model_2_stem_061321.yaml"
+    },
+    "1e6165b601539f38d0a9330f3facffeb": {
+        "config_yaml": "model_2_stem_061321.yaml"
+    },
+    "fe0108464ce0d8271be5ab810891bd7c": {
+        "config_yaml": "model_2_stem_full_band.yaml"
+    },
+    "e9b82ec90ee56c507a3a982f1555714c": {
+        "config_yaml": "model_2_stem_full_band_2.yaml"
+    },
+    "99b6ceaae542265a3b6d657bf9fde79f": {
+        "config_yaml": "model_2_stem_full_band_8k.yaml"
+    }
+}

MDX_Net_Models/model_data/model_name_mapper.json

@@ -0,0 +1,22 @@
+{
+    "UVR_MDXNET_1_9703": "UVR-MDX-NET 1",
+    "UVR_MDXNET_2_9682": "UVR-MDX-NET 2",
+    "UVR_MDXNET_3_9662": "UVR-MDX-NET 3",
+    "UVR_MDXNET_KARA": "UVR-MDX-NET Karaoke",
+    "UVR_MDXNET_Main": "UVR-MDX-NET Main",
+    "UVR-MDX-NET-Inst_1": "UVR-MDX-NET Inst 1",
+    "UVR-MDX-NET-Inst_2": "UVR-MDX-NET Inst 2",
+    "UVR-MDX-NET-Inst_3": "UVR-MDX-NET Inst 3",
+    "UVR-MDX-NET-Inst_4": "UVR-MDX-NET Inst 4",
+    "UVR-MDX-NET-Inst_Main": "UVR-MDX-NET Inst Main",
+    "UVR-MDX-NET-Inst_Main_2": "UVR-MDX-NET Inst Main 2",
+    "UVR-MDX-NET-Inst_HQ_1": "UVR-MDX-NET Inst HQ 1",
+    "UVR-MDX-NET-Inst_HQ_2": "UVR-MDX-NET Inst HQ 2",
+    "UVR-MDX-NET-Inst_HQ_3": "UVR-MDX-NET Inst HQ 3",
+    "UVR_MDXNET_KARA_2": "UVR-MDX-NET Karaoke 2",
+    "Kim_Vocal_1": "Kim Vocal 1",
+    "Kim_Vocal_2": "Kim Vocal 2",
+    "Kim_Inst": "Kim Inst",
+    "MDX23C-8KFFT-InstVoc_HQ.ckpt": "MDX23C-InstVoc HQ",
+    "Reverb_HQ_By_FoxJoy": "Reverb HQ"
+}