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Add word time offset samples [(#1050)](GoogleCloudPlatform/python-doc…
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packages/google-cloud-python-speech/samples/snippets/transcribe_word_time_offsets.py
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#!/usr/bin/env python | ||
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# Copyright 2017 Google Inc. All Rights Reserved. | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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"""Google Cloud Speech API sample that demonstrates word time offsets. | ||
Example usage: | ||
python transcribe_word_time_offsets.py resources/audio.raw | ||
python transcribe_word_time_offsets.py \ | ||
gs://cloud-samples-tests/speech/vr.flac | ||
""" | ||
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import argparse | ||
import io | ||
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def transcribe_file_with_word_time_offsets(speech_file): | ||
"""Transcribe the given audio file synchronously and output the word time | ||
offsets.""" | ||
from google.cloud import speech | ||
from google.cloud.speech import enums | ||
from google.cloud.speech import types | ||
client = speech.SpeechClient() | ||
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with io.open(speech_file, 'rb') as audio_file: | ||
content = audio_file.read() | ||
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audio = types.RecognitionAudio(content=content) | ||
config = types.RecognitionConfig( | ||
encoding=enums.RecognitionConfig.AudioEncoding.LINEAR16, | ||
sample_rate_hertz=16000, | ||
language_code='en-US', | ||
enable_word_time_offsets=True) | ||
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response = client.recognize(config, audio) | ||
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alternatives = response.results[0].alternatives | ||
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for alternative in alternatives: | ||
print('Transcript: {}'.format(alternative.transcript)) | ||
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for word_info in alternative.words: | ||
word = word_info.word | ||
start_time = word_info.start_time | ||
end_time = word_info.end_time | ||
print('Word: {}, start_time: {}, end_time: {}'.format( | ||
word, | ||
start_time.seconds + start_time.nanos * 1e-9, | ||
end_time.seconds + end_time.nanos * 1e-9)) | ||
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# [START def_transcribe_gcs] | ||
def transcribe_gcs_with_word_time_offsets(gcs_uri): | ||
"""Transcribe the given audio file asynchronously and output the word time | ||
offsets.""" | ||
from google.cloud import speech | ||
from google.cloud.speech import enums | ||
from google.cloud.speech import types | ||
client = speech.SpeechClient() | ||
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audio = types.RecognitionAudio(uri=gcs_uri) | ||
config = types.RecognitionConfig( | ||
encoding=enums.RecognitionConfig.AudioEncoding.FLAC, | ||
sample_rate_hertz=16000, | ||
language_code='en-US', | ||
enable_word_time_offsets=True) | ||
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operation = client.long_running_recognize(config, audio) | ||
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print('Waiting for operation to complete...') | ||
result = operation.result(timeout=90) | ||
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alternatives = result.results[0].alternatives | ||
for alternative in alternatives: | ||
print('Transcript: {}'.format(alternative.transcript)) | ||
print('Confidence: {}'.format(alternative.confidence)) | ||
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for word_info in alternative.words: | ||
word = word_info.word | ||
start_time = word_info.start_time | ||
end_time = word_info.end_time | ||
print('Word: {}, start_time: {}, end_time: {}'.format( | ||
word, | ||
start_time.seconds + start_time.nanos * 1e-9, | ||
end_time.seconds + end_time.nanos * 1e-9)) | ||
# [END def_transcribe_gcs] | ||
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if __name__ == '__main__': | ||
parser = argparse.ArgumentParser( | ||
description=__doc__, | ||
formatter_class=argparse.RawDescriptionHelpFormatter) | ||
parser.add_argument( | ||
'path', help='File or GCS path for audio file to be recognized') | ||
args = parser.parse_args() | ||
if args.path.startswith('gs://'): | ||
transcribe_gcs_with_word_time_offsets(args.path) | ||
else: | ||
transcribe_file_with_word_time_offsets(args.path) |
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packages/google-cloud-python-speech/samples/snippets/transcribe_word_time_offsets_test.py
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# Copyright 2016, Google, Inc. | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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import os | ||
import re | ||
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import transcribe_word_time_offsets | ||
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RESOURCES = os.path.join(os.path.dirname(__file__), 'resources') | ||
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def test_transcribe_file_with_word_time_offsets(capsys): | ||
transcribe_word_time_offsets.transcribe_file_with_word_time_offsets( | ||
os.path.join(RESOURCES, 'audio.raw')) | ||
out, _ = capsys.readouterr() | ||
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print(out) | ||
match = re.search(r'Bridge, start_time: ([0-9.]+)', out, re.DOTALL | re.I) | ||
time = float(match.group(1)) | ||
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assert time > 0 | ||
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def test_transcribe_gcs_with_word_time_offsets(capsys): | ||
transcribe_word_time_offsets.transcribe_gcs_with_word_time_offsets( | ||
'gs://python-docs-samples-tests/speech/audio.flac') | ||
out, _ = capsys.readouterr() | ||
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print(out) | ||
match = re.search(r'Bridge, start_time: ([0-9.]+)', out, re.DOTALL | re.I) | ||
time = float(match.group(1)) | ||
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assert time > 0 |