47 lines
848 B
YAML
47 lines
848 B
YAML
dataset_conf:
|
|
filter_conf:
|
|
max_length: 2048
|
|
min_length: 0
|
|
resample_conf:
|
|
resample_rate: 16000
|
|
speed_perturb: false
|
|
feature_extraction_conf:
|
|
feature_type: 'fbank'
|
|
num_mel_bins: 40
|
|
frame_shift: 10
|
|
frame_length: 25
|
|
dither: 1.0
|
|
spec_aug: false
|
|
spec_aug_conf:
|
|
num_t_mask: 1
|
|
num_f_mask: 1
|
|
max_t: 20
|
|
max_f: 10
|
|
shuffle: true
|
|
shuffle_conf:
|
|
shuffle_size: 1500
|
|
batch_conf:
|
|
batch_size: 256
|
|
|
|
model:
|
|
hidden_dim: 256
|
|
preprocessing:
|
|
type: linear
|
|
backbone:
|
|
type: tcn
|
|
ds: true
|
|
num_layers: 4
|
|
kernel_size: 8
|
|
dropout: 0.1
|
|
|
|
optim: adam
|
|
optim_conf:
|
|
lr: 0.001
|
|
weight_decay: 0.0001
|
|
|
|
training_config:
|
|
grad_clip: 5
|
|
max_epoch: 80
|
|
log_interval: 10
|
|
|