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MusicFMInference

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MusicFMInference
File size: 3,138 Bytes 
610b667
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "architectures": [
    "MusicFM25HzInference"
  ],
  "auto_map": {
    "AutoConfig": "configuration_musicfm.MusicFMInferenceConfig",
    "AutoModel": "modeling_musicfm.MusicFM25HzInference"
  },
  "codebook_dim": 16,
  "codebook_size": 4096,
  "conv_dim": 512,
  "encoder_depth": 12,
  "encoder_dim": 1024,
  "features": [
    "melspec_2048"
  ],
  "hop_length": 240,
  "is_flash": false,
  "layer_index": 9,
  "mask_hop": 0.4,
  "mask_prob": 0.6,
  "model_type": "musicfm_inference",
  "n_mels": 128,
  "num_codebooks": 1,
  "stat": {
    "chromagram_1024_cnt": 1339008768,
    "chromagram_1024_mean": 589.2947481634608,
    "chromagram_1024_std": 913.857929063196,
    "chromagram_2048_cnt": 1339008768,
    "chromagram_2048_mean": 2062.286388327397,
    "chromagram_2048_std": 3458.92657915397,
    "chromagram_256_cnt": 1339008768,
    "chromagram_256_mean": 55.15596556703181,
    "chromagram_256_std": 73.91858278719991,
    "chromagram_4096_cnt": 1339008768,
    "chromagram_4096_mean": 7673.039107997085,
    "chromagram_4096_std": 13009.883158267234,
    "chromagram_512_cnt": 1339008768,
    "chromagram_512_mean": 175.73092252759895,
    "chromagram_512_std": 248.48485148525953,
    "cqt_cnt": 9373061376,
    "cqt_mean": 0.46341379757927165,
    "cqt_std": 0.9543998080910191,
    "melspec_1024_cnt": 14282760192,
    "melspec_1024_mean": 0.37302579246531126,
    "melspec_1024_std": 18.684082325919388,
    "melspec_2048_cnt": 14282760192,
    "melspec_2048_mean": 6.768444971712967,
    "melspec_2048_std": 18.417922652295623,
    "melspec_256_cnt": 14282760192,
    "melspec_256_mean": -26.962600400166156,
    "melspec_256_std": 36.13614100912126,
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    "melspec_4096_mean": 13.617164614990036,
    "melspec_4096_std": 18.08552130124525,
    "melspec_512_cnt": 14282760192,
    "melspec_512_mean": -9.108344167718862,
    "melspec_512_std": 24.71910937988429,
    "mfcc_1024_cnt": 1339008768,
    "mfcc_1024_mean": 6.606636263169779,
    "mfcc_1024_std": 34.151644801729624,
    "mfcc_2048_cnt": 1339008768,
    "mfcc_2048_mean": 5.281600844245184,
    "mfcc_2048_std": 33.12784541220003,
    "mfcc_256_cnt": 1339008768,
    "mfcc_256_mean": -11.681755459447485,
    "mfcc_256_std": 29.183186444668316,
    "mfcc_4096_cnt": 1339008768,
    "mfcc_4096_mean": 4.7616569480166095,
    "mfcc_4096_std": 32.61458906894133,
    "mfcc_512_cnt": 1339008768,
    "mfcc_512_mean": -2.540581461792183,
    "mfcc_512_std": 31.93752185832081,
    "spec_1024_cnt": 57242624832,
    "spec_1024_mean": -18.852271129208273,
    "spec_1024_std": 26.443154583585663,
    "spec_2048_cnt": 114373665600,
    "spec_2048_mean": -15.638743433896792,
    "spec_2048_std": 26.115825961611545,
    "spec_256_cnt": 14394344256,
    "spec_256_mean": -23.34296658431829,
    "spec_256_std": 26.189295587132637,
    "spec_4096_cnt": 228635747136,
    "spec_4096_mean": -11.715532502794836,
    "spec_4096_std": 25.763972210234062,
    "spec_512_cnt": 28677104448,
    "spec_512_mean": -21.31267396860235,
    "spec_512_std": 26.52644536245769
  },
  "torch_dtype": "float32",
  "transformers_version": "4.53.0"
}