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sam-audio-small

Audio-to-Audio
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mlx-audio
speech
speech generation
voice isolation
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sam-audio-small
File size: 2,251 Bytes 
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{
    "in_channels": 768,
    "audio_codec": {
        "encoder_dim": 64,
        "encoder_rates": [
            2,
            8,
            10,
            12
        ],
        "latent_dim": 1024,
        "decoder_dim": 1536,
        "decoder_rates": [
            12,
            10,
            8,
            2
        ],
        "n_codebooks": 16,
        "codebook_size": 1024,
        "codebook_dim": 128,
        "quantizer_dropout": false,
        "sample_rate": 48000,
        "mean": 0.0,
        "std": 1.0
    },
    "text_encoder": {
        "dim": 768,
        "name": "t5-base",
        "max_length": 512,
        "pad_mode": "longest"
    },
    "vision_encoder": {
        "dim": 1024,
        "batch_size": 300,
        "name": "PE-Core-L14-336",
        "normalize_feature": true,
        "interpolation_mode": "BICUBIC",
        "image_size": 336
    },
    "transformer": {
        "dim": 1536,
        "n_heads": 12,
        "n_layers": 12,
        "dropout": 0.1,
        "norm_eps": 1e-05,
        "qk_norm": true,
        "fc_bias": false,
        "ffn_exp": 4,
        "ffn_dim_multiplier": 1,
        "multiple_of": 64,
        "non_linearity": "swiglu",
        "use_rope": true,
        "max_positions": 10000,
        "frequency_embedding_dim": 256,
        "timestep_non_linearity": "swiglu",
        "t_block_non_linearity": "silu",
        "t_block_bias": true,
        "context_dim": 1536,
        "context_non_linearity": "swiglu",
        "context_embedder_dropout": 0.0,
        "context_norm": false,
        "out_channels": 256,
        "in_channels": null
    },
    "num_anchors": 3,
    "anchor_embedding_dim": 128,
    "visual_ranker": {
        "checkpoint": null,
        "kind": "imagebind"
    },
    "text_ranker": {
        "rankers": {
            "clap": [
                {
                    "checkpoint": null,
                    "kind": "clap"
                },
                5.0
            ],
            "judge": [
                {
                    "checkpoint_or_model_id": "facebook/sam-audio-judge",
                    "kind": "judge"
                },
                1.0
            ]
        },
        "kind": "ensemble"
    },
    "span_predictor": "pe-a-frame-large"
}