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speech_config:
sample_rate: 16000
frame_ms: 25
stride_ms: 10
num_feature_bins: 80
feature_type: log_mel_spectrogram
preemphasis: 0.97
normalize_signal: True
normalize_feature: True
normalize_per_feature: False
model_config:
name: cnn
d_model: 64
filters: [32,64,64]
kernel_size: [[11,5],[11,5],[11,5]]
rnn_cell: 256
seq_mask: False
dataset_config:
vocabulary: vocab/lr_vocab.txt
data_path: /home/sd8/LR
corpus_name: dat
file_nums: 1
max_audio_length: 1200
max_label_length: 150
shuffle_size: 1200
subword: True
train: train
dev: dev
test: test
optimizer_config:
init_steps: 0
warmup_steps: 10000
max_lr: 1e-4
beta1: 0.9
beta2: 0.999
epsilon: 1e-9
sil_weight: 1
sil_id: 2
running_config:
language: lr
data_type: dat
prefetch: False
is_topk: False
is_load: False
load_weights: ./saved_weights/lr/20230224-014403/last/model
num_epochs: 34
batch_size: 128
train_steps: 500
dev_steps: 20
test_steps: 20 |