experiments/STT
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Merge pull request #2780 from rhamnett/patch-1

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Fix transcribe.py - use new checkpoint load method
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Reuben Morais 2020-02-21 18:04:24 +01:00 committed by GitHub
commit aff310d73a
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1 changed files with 7 additions and 8 deletions
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transcribe.py
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@ -27,7 +27,8 @@ def fail(message, code=1):
def transcribe_file(audio_path, tlog_path):
from DeepSpeech import create_model, try_loading # pylint: disable=cyclic-import,import-outside-toplevel
from DeepSpeech import create_model # pylint: disable=cyclic-import,import-outside-toplevel
from util.checkpoints import load_or_init_graph
initialize_globals()
scorer = Scorer(FLAGS.lm_alpha, FLAGS.lm_beta, FLAGS.scorer_path, Config.alphabet)
try:
@ -47,14 +48,12 @@ def transcribe_file(audio_path, tlog_path):
logits, _ = create_model(batch_x=batch_x, seq_length=batch_x_len, dropout=no_dropout)
transposed = tf.nn.softmax(tf.transpose(logits, [1, 0, 2]))
tf.train.get_or_create_global_step()
saver = tf.train.Saver()
with tf.Session(config=Config.session_config) as session:
loaded = try_loading(session, saver, 'best_dev_checkpoint', 'best validation', log_success=False)
if not loaded:
loaded = try_loading(session, saver, 'checkpoint', 'most recent', log_success=False)
if not loaded:
fail('Checkpoint directory ({}) does not contain a valid checkpoint state.'
.format(FLAGS.checkpoint_dir))
if FLAGS.load == 'auto':
method_order = ['best', 'last']
else:
method_order = [FLAGS.load]
load_or_init_graph(session, method_order)
session.run(iterator.make_initializer(data_set))
transcripts = []
while True: