You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
66 lines
1.8 KiB
66 lines
1.8 KiB
# https://yaml.org/type/float.html
|
|
###########################################
|
|
# Data #
|
|
###########################################
|
|
train_manifest: data/manifest.train
|
|
dev_manifest: data/manifest.dev-clean
|
|
test_manifest: data/manifest.test-clean
|
|
min_input_len: 0.0
|
|
max_input_len: 30.0 # second
|
|
min_output_len: 0.0
|
|
max_output_len: .inf
|
|
min_output_input_ratio: 0.00
|
|
max_output_input_ratio: .inf
|
|
|
|
###########################################
|
|
# Dataloader #
|
|
###########################################
|
|
vocab_filepath: data/lang_char/vocab.txt
|
|
spm_model_prefix: ''
|
|
unit_type: 'char'
|
|
preprocess_config: conf/preprocess.yaml
|
|
feat_dim: 161
|
|
stride_ms: 10.0
|
|
window_ms: 25.0
|
|
sortagrad: 0 # Feed samples from shortest to longest ; -1: enabled for all epochs, 0: disabled, other: enabled for 'other' epochs
|
|
batch_size: 64
|
|
maxlen_in: 512 # if input length > maxlen-in, batchsize is automatically reduced
|
|
maxlen_out: 150 # if output length > maxlen-out, batchsize is automatically reduced
|
|
minibatches: 0 # for debug
|
|
batch_count: auto
|
|
batch_bins: 0
|
|
batch_frames_in: 0
|
|
batch_frames_out: 0
|
|
batch_frames_inout: 0
|
|
num_workers: 8
|
|
subsampling_factor: 1
|
|
num_encs: 1
|
|
|
|
############################################
|
|
# Network Architecture #
|
|
############################################
|
|
num_conv_layers: 2
|
|
num_rnn_layers: 5
|
|
rnn_layer_size: 1024
|
|
rnn_direction: bidirect
|
|
num_fc_layers: 0
|
|
fc_layers_size_list: -1
|
|
use_gru: False
|
|
blank_id: 0
|
|
|
|
|
|
###########################################
|
|
# Training #
|
|
###########################################
|
|
n_epoch: 15
|
|
accum_grad: 1
|
|
lr: 5.0e-4
|
|
lr_decay: 0.93
|
|
weight_decay: 1.0e-6
|
|
global_grad_clip: 5.0
|
|
dist_sampler: False
|
|
log_interval: 1
|
|
checkpoint:
|
|
kbest_n: 50
|
|
latest_n: 5
|