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cankeles/DPTNet_WHAMR_enhsignle_16kenh_single task of the Libri1Mix dataset.1data:
2 mode: min
3 nondefault_nsrc: null
4 sample_rate: 16000
5 segment: 2.0
6 task: enh_single
7 train_dir: wav16k/min/tr/
8 valid_dir: wav16k/min/cv/
9filterbank:
10 kernel_size: 16
11 n_filters: 64
12 stride: 8
13main_args:
14 exp_dir: exp/tmp
15 help: null
16masknet:
17 bidirectional: true
18 chunk_size: 100
19 dropout: 0
20 ff_activation: relu
21 ff_hid: 256
22 hop_size: 50
23 in_chan: 64
24 mask_act: sigmoid
25 n_repeats: 2
26 n_src: 1
27 norm_type: gLN
28 out_chan: 64
29optim:
30 lr: 0.001
31 optimizer: adam
32 weight_decay: 1.0e-05
33positional arguments: {}
34scheduler:
35 d_model: 64
36 steps_per_epoch: 10000
37training:
38 batch_size: 4
39 early_stop: true
40 epochs: 60
41 gradient_clipping: 5
42 half_lr: true
43 num_workers: 41'sar': 12.853384266251018,
2 'sar_imp': 8.950332361953906,
3 'sdr': 12.853384266251018,
4 'sdr_imp': 8.950332361953906,
5 'si_sdr': 12.247012621312548,
6 'si_sdr_imp': 8.429646186633407,
7 'sir': inf,
8 'sir_imp': nan,
9 'stoi': 0.9022338865380519,
10 'stoi_imp': 0.09735707619500522