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21c73bb | 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 | {
"model_type": "xlsr_mamba",
"architecture": "XLS-R + Bidirectional Mamba State-Space Audio Deepfake Detector",
"frontend": {
"type": "wav2vec2_xlsr",
"name": "xlsr_300m",
"sample_rate": 16000,
"feat_dim": 1024,
"encoder_layers": 24,
"encoder_embed_dim": 1024,
"encoder_num_heads": 16,
"encoder_ff_interm_features": 4096,
"conv_layer_config": [
[512, 10, 5],
[512, 3, 2],
[512, 3, 2],
[512, 3, 2],
[512, 3, 2],
[512, 2, 2],
[512, 2, 2]
]
},
"projection": {
"in_features": 1024,
"out_features": 144,
"bias": true
},
"first_bn": {
"num_features": 1
},
"backbone": {
"type": "BiMambaConformer",
"d_model": 144,
"num_layers": 6,
"d_state": 16,
"d_conv": 4,
"expand": 2,
"d_inner": 288,
"dt_rank": 9,
"pooling": "bidirectional_self_attention",
"classifier": {
"in_features": 144,
"num_classes": 2
}
}
}
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