STT/bin/run-ldc93s1.py
2021-07-22 05:39:45 -04:00

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767 B
Python
Executable File

#!/usr/bin/env python
import os
from import_ldc93s1 import _download_and_preprocess_data as download_ldc
from coqui_stt_training.util.config import initialize_globals_from_args
from coqui_stt_training.train import train, test, early_training_checks
import tensorflow.compat.v1 as tfv1
# only one GPU for only one training sample
os.environ["CUDA_VISIBLE_DEVICES"] = "0"
download_ldc("data/ldc93s1")
initialize_globals_from_args(
load_train="init",
alphabet_config_path="data/alphabet.txt",
train_files=["data/ldc93s1/ldc93s1.csv"],
dev_files=["data/ldc93s1/ldc93s1.csv"],
test_files=["data/ldc93s1/ldc93s1.csv"],
augment=["time_mask"],
n_hidden=100,
epochs=200,
)
early_training_checks()
train()
tfv1.reset_default_graph()
test()