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{ | |
"dataset": "speech", | |
"dimension": 1024, | |
"batch_size": 50, | |
"set_size": 200, | |
"mask_type": "arb_expand", | |
"model": "pc_acset_vae", | |
"latent_encoder_hidden": [256,256,256,256], | |
"latent_dim": 256, | |
"trans_params": { | |
"transform": ["L","LR","CP","R","L","LR","CP","R","L","LR","CP","R","L","LR","CP"], | |
"dimension": 256, | |
"coupling_hids": [256,256] | |
}, | |
"vae_params": { | |
"hid_dimensions": 256, | |
"dimension": 1024, | |
"enc_dense_hids": [512,512,512,512], | |
"dec_dense_hids": [512,512,512,512] | |
}, | |
"use_peq_embed": 1, | |
"set_xformer_hids": [256,256,256,256], | |
"epochs": 1000, | |
"optimizer": "adam", | |
"lr": 0.0001, | |
"decay_steps": 100000, | |
"decay_rate": 0.5, | |
"clip_gradient": 1, | |
"exp_dir": "Phoneme_Hallucinator_v2/exp/speech_XXL_cond", | |
"summ_freq": 100, | |
"eval_metrics": ["sam"] | |
} | |