File size: 1,927 Bytes
5d31cd1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 | {
"model_type": "autoencoder",
"sample_size": 196608,
"sample_rate": 44100,
"audio_channels": 2,
"model": {
"pretransform": {
"type": "patched",
"config": {
"patch_size": 256,
"channels": 2
}
},
"encoder": {
"type": "same",
"requires_grad": false,
"config": {
"in_channels": 512,
"channels": 256,
"c_mults": [6],
"strides": [16],
"latent_dim": 256,
"transformer_depths": [12],
"checkpointing": true,
"differential": true,
"dyt": true,
"dim_heads": 64,
"sliding_window": [1,1],
"variable_stride": true,
"mask_noise": 0.001
}
},
"decoder": {
"type": "same",
"requires_grad": false,
"config": {
"out_channels": 512,
"channels": 256,
"c_mults": [6],
"strides": [16],
"latent_dim": 256,
"transformer_depths": [12],
"sinusoidal_blocks": [8],
"checkpointing": false,
"differential": true,
"dyt": true,
"dim_heads": 64,
"sliding_window": [1,1],
"variable_stride": true,
"mask_noise": 0.1
}
},
"bottleneck": {
"type": "softnorm",
"config": {
"dim": 256,
"noise_augment_dim": 0,
"noise_regularize": true,
"auto_scale": true,
"freeze": true
}
},
"latent_dim": 256,
"downsampling_ratio": 4096,
"io_channels": 2
}
}
|