benjamin-paine commited on
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389bee3
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1 Parent(s): 7217352

Delete speech-enhancement-deep-filter-net-3-config.ini

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speech-enhancement-deep-filter-net-3-config.ini DELETED
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- [train]
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- seed = 43
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- device =
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- model = deepfilternet3
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- jit = false
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- mask_only = false
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- df_only = false
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- batch_size = 64
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- batch_size_eval = 64
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- num_workers = 16
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- max_sample_len_s = 3.0
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- p_atten_lim = 0.0
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- overfit = false
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- max_epochs = 120
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- log_freq = 100
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- log_timings = True
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- validation_criteria = loss
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- validation_criteria_rule = min
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- early_stopping_patience = 25
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- global_ds_sampling_f = 1
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- num_prefetch_batches = 8
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- dataloader_snrs = -100,-5,0,5,10,20,40
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- detect_anomaly = false
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- batch_size_scheduling = 0/16,2/24,5/32,10/64,20/128,40/9999
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- start_eval = false
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- validation_set_caching = false
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- cp_blacklist =
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-
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- [distortion]
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- p_reverb = 0.1
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- p_bandwidth_ext = 0.0
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- p_clipping = 0.0
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- p_air_absorption = 0.0
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- p_zeroing = 0.0
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- p_interfer_sp = 0.0
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-
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- [df]
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- sr = 48000
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- fft_size = 960
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- hop_size = 480
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- nb_erb = 32
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- nb_df = 96
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- norm_tau = 1
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- lsnr_max = 35
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- lsnr_min = -15
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- min_nb_erb_freqs = 2
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- pad_mode = output
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- df_order = 5
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- df_lookahead = 2
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-
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- [deepfilternet]
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- conv_lookahead = 2
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- conv_ch = 64
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- conv_depthwise = True
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- emb_hidden_dim = 256
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- emb_num_layers = 3
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- enc_linear_groups = 32
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- linear_groups = 16
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- conv_dec_mode = transposed
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- convt_depthwise = False
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- mask_pf = False
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- df_hidden_dim = 256
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- df_num_layers = 2
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- dfop_method = df
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- group_shuffle = False
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- conv_kernel = 1,3
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- df_gru_skip = groupedlinear
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- df_pathway_kernel_size_t = 5
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- enc_concat = False
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- conv_kernel_inp = 3,3
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- emb_gru_skip = none
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- df_n_iter = 1
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- convt_kernel = 1,3
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- lsnr_dropout = False
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-
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- [localsnrloss]
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- factor = 1e-3
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-
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- [maskloss]
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- factor = 0
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- mask = spec
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- gamma = 0.3
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- gamma_pred = 0.3
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- f_under = 1
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-
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- [spectralloss]
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- factor_magnitude = 0
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- factor_complex = 0
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- gamma = 0.3
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- factor_under = 1
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-
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- [dfalphaloss]
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- factor = 0.0
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-
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- [multiresspecloss]
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- factor = 500
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- factor_complex = 500
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- gamma = 0.3
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- fft_sizes = 256,512,1024,2048
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-
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- [optim]
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- lr = 0.001
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- momentum = 0
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- weight_decay = 1e-12
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- weight_decay_end = 0.01
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- optimizer = adamw
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- lr_min = 1e-06
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- lr_warmup = 0.0001
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- warmup_epochs = 3
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- lr_cycle_mul = 1.0
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- lr_cycle_decay = 0.5
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- lr_cycle_limit = 1
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- lr_update_per_epoch = False
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- lr_cycle_epochs = -1
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-
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- [sdrloss]
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- factor = 0.0
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- segmental_ws = 0
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-
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- [asrloss]
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- factor = 0
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- factor_lm = 0
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- loss_lm = CrossEntropy
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- model = base.en