Mirror the DeepFilterNet3 model.

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+DeepFilterNet3/checkpoints/model_120.ckpt.best filter=lfs diff=lfs merge=lfs -text

DeepFilterNet3/checkpoints/model_120.ckpt.best

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23b92884f63ccf54bb026014604625ab231657b6480df65db4095c4c171e6003
+size 8714073

DeepFilterNet3/config.ini

@@ -0,0 +1,125 @@
+[train]
+seed = 43
+device = 
+model = deepfilternet3
+jit = false
+mask_only = false
+df_only = false
+batch_size = 64
+batch_size_eval = 64
+num_workers = 16
+max_sample_len_s = 3.0
+p_atten_lim = 0.0
+overfit = false
+max_epochs = 120
+log_freq = 100
+log_timings = True
+validation_criteria = loss
+validation_criteria_rule = min
+early_stopping_patience = 25
+global_ds_sampling_f = 1
+num_prefetch_batches = 8
+dataloader_snrs = -100,-5,0,5,10,20,40
+detect_anomaly = false
+batch_size_scheduling = 0/16,2/24,5/32,10/64,20/128,40/9999
+start_eval = false
+validation_set_caching = false
+cp_blacklist = 
+
+[distortion]
+p_reverb = 0.1
+p_bandwidth_ext = 0.0
+p_clipping = 0.0
+p_air_absorption = 0.0
+p_zeroing = 0.0
+p_interfer_sp = 0.0
+
+[df]
+sr = 48000
+fft_size = 960
+hop_size = 480
+nb_erb = 32
+nb_df = 96
+norm_tau = 1
+lsnr_max = 35
+lsnr_min = -15
+min_nb_erb_freqs = 2
+pad_mode = output
+df_order = 5
+df_lookahead = 2
+
+[deepfilternet]
+conv_lookahead = 2
+conv_ch = 64
+conv_depthwise = True
+emb_hidden_dim = 256
+emb_num_layers = 3
+enc_linear_groups = 32
+linear_groups = 16
+conv_dec_mode = transposed
+convt_depthwise = False
+mask_pf = False
+df_hidden_dim = 256
+df_num_layers = 2
+dfop_method = df
+group_shuffle = False
+conv_kernel = 1,3
+df_gru_skip = groupedlinear
+df_pathway_kernel_size_t = 5
+enc_concat = False
+conv_kernel_inp = 3,3
+emb_gru_skip = none
+df_n_iter = 1
+convt_kernel = 1,3
+lsnr_dropout = False
+
+[localsnrloss]
+factor = 1e-3
+
+[maskloss]
+factor = 0
+mask = spec
+gamma = 0.3
+gamma_pred = 0.3
+f_under = 1
+
+[spectralloss]
+factor_magnitude = 0
+factor_complex = 0
+gamma = 0.3
+factor_under = 1
+
+[dfalphaloss]
+factor = 0.0
+
+[multiresspecloss]
+factor = 500
+factor_complex = 500
+gamma = 0.3
+fft_sizes = 256,512,1024,2048
+
+[optim]
+lr = 0.001
+momentum = 0
+weight_decay = 1e-12
+weight_decay_end = 0.01
+optimizer = adamw
+lr_min = 1e-06
+lr_warmup = 0.0001
+warmup_epochs = 3
+lr_cycle_mul = 1.0
+lr_cycle_decay = 0.5
+lr_cycle_limit = 1
+lr_update_per_epoch = False
+lr_cycle_epochs = -1
+
+[sdrloss]
+factor = 0.0
+segmental_ws = 0
+
+[asrloss]
+factor = 0
+factor_lm = 0
+loss_lm = CrossEntropy
+model = base.en
+

README.md

@@ -0,0 +1,11 @@
+---
+license: mit
+---
+
+The pretrained DeepFilterNet3 model for the [DeepFilterNet](https://huggingface.co/spaces/teamup-tech/DeepFilterNet) Space, mirrored because the `deepfilternet` package otherwise downloads it from the `main` branch of its GitHub repository. The files are unchanged, in the layout `init_df(model_base_dir=...)` reads.
+
+- `DeepFilterNet3/`: extracted from https://github.com/Rikorose/DeepFilterNet/raw/d375b2d8309e0935d165700c91da9de862a99c31/models/DeepFilterNet3.zip (SHA-256 `49c52edc8947ae1f9bf50d81530beaf3a2c3245aeaf34b6f31ff535cd22284d2`).
+  - `config.ini`: SHA-256 `415eb925d44990d938fb739f514aa3662c1ec0ea836cff044fa1291b82cb4290`
+  - `checkpoints/model_120.ckpt.best`: SHA-256 `23b92884f63ccf54bb026014604625ab231657b6480df65db4095c4c171e6003`
+
+Everything in the DeepFilterNet repository, the models included, is dual-licensed MIT or Apache-2.0 by Hendrik Schröter.