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Add Speech GAPIC for sync_recognize.
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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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"""GAX/GAPIC module for managing Speech API requests.""" | ||
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from google.cloud.gapic.speech.v1beta1.speech_api import SpeechApi | ||
from google.cloud.grpc.speech.v1beta1.cloud_speech_pb2 import SpeechContext | ||
from google.cloud.grpc.speech.v1beta1.cloud_speech_pb2 import RecognitionConfig | ||
from google.cloud.grpc.speech.v1beta1.cloud_speech_pb2 import RecognitionAudio | ||
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from google.cloud.speech.transcript import Transcript | ||
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class GAPICSpeechAPI(object): | ||
"""Manage calls through GAPIC wrappers to the Speech API.""" | ||
def __init__(self): | ||
self._gapic_api = SpeechApi() | ||
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def sync_recognize(self, sample, language_code=None, max_alternatives=None, | ||
profanity_filter=None, speech_context=None): | ||
"""Synchronous Speech Recognition. | ||
.. _sync_recognize: https://cloud.google.com/speech/reference/\ | ||
rest/v1beta1/speech/syncrecognize | ||
See `sync_recognize`_. | ||
:type sample: :class:`~google.cloud.speech.sample.Sample` | ||
:param sample: Instance of ``Sample`` containing audio information. | ||
:type language_code: str | ||
:param language_code: (Optional) The language of the supplied audio as | ||
BCP-47 language tag. Example: ``'en-GB'``. | ||
If omitted, defaults to ``'en-US'``. | ||
:type max_alternatives: int | ||
:param max_alternatives: (Optional) Maximum number of recognition | ||
hypotheses to be returned. The server may | ||
return fewer than maxAlternatives. | ||
Valid values are 0-30. A value of 0 or 1 | ||
will return a maximum of 1. Defaults to 1 | ||
:type profanity_filter: bool | ||
:param profanity_filter: If True, the server will attempt to filter | ||
out profanities, replacing all but the | ||
initial character in each filtered word with | ||
asterisks, e.g. ``'f***'``. If False or | ||
omitted, profanities won't be filtered out. | ||
:type speech_context: list | ||
:param speech_context: A list of strings (max 50) containing words and | ||
phrases "hints" so that the speech recognition | ||
is more likely to recognize them. This can be | ||
used to improve the accuracy for specific words | ||
and phrases. This can also be used to add new | ||
words to the vocabulary of the recognizer. | ||
:rtype: list | ||
:returns: A list of dictionaries. One dict for each alternative. Each | ||
dictionary typically contains two keys (though not | ||
all will be present in all cases) | ||
* ``transcript``: The detected text from the audio recording. | ||
* ``confidence``: The confidence in language detection, float | ||
between 0 and 1. | ||
:raises: ValueError if more than one result is returned or no results. | ||
""" | ||
config = RecognitionConfig( | ||
encoding=sample.encoding, sample_rate=sample.sample_rate, | ||
language_code=language_code, max_alternatives=max_alternatives, | ||
profanity_filter=profanity_filter, | ||
speech_context=SpeechContext(phrases=speech_context)) | ||
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audio = RecognitionAudio(content=sample.content, | ||
uri=sample.source_uri) | ||
api = self._gapic_api | ||
api_response = api.sync_recognize(config=config, audio=audio) | ||
if len(api_response.results) == 1: | ||
results = api_response.results.pop() | ||
alternatives = results.alternatives | ||
return [Transcript.from_pb(alternative) | ||
for alternative in alternatives] | ||
else: | ||
raise ValueError('More than one result or none returned from API.') |
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