Local

Python Modules

recipes.cad2.task2.ConvTasNet.local.cad2task2_dataloader

recipes.cad2.task2.ConvTasNet.local.tasnet

Configuration Files

conf.yml

 1# ConvTasNet config
 2convtasnet:
 3  N: 256
 4  L: 20
 5  B: 256
 6  H: 512
 7  P: 3
 8  X: 10
 9  R: 4
10  C: 2
11  audio_channels: 2 #  stereo
12  norm_type: gLN
13  causal: False
14  mask_nonlinear: 'relu'
15
16# Training config
17training:
18  epochs: 200
19  batch_size: 4
20  num_workers: 4
21  half_lr: yes
22  early_stop: yes
23  aggregate: 1
24# Optim config
25optim:
26  lr: 0.0001
27# Data config
28data:
29  root_path: path/to/cad2/task2/audio/data # path to Cadenza dataset, audio folder
30  music_tracks_file: path/to/cad2/task2/metadata/data # path to metadata file in cadenza format
31  sample_rate: 44100
32  target: 'Bassoon'
33  samples_per_track: 64
34  segment_length: 3.0