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transcribe_gcs_v2.py
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# Copyright 2022 Google LLC
#
# 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.
import argparse
# [START speech_transcribe_gcs_v2]
from google.cloud.speech_v2 import SpeechClient
from google.cloud.speech_v2.types import cloud_speech
def transcribe_gcs_v2(
project_id: str,
gcs_uri: str,
) -> cloud_speech.RecognizeResponse:
"""Transcribes audio from a Google Cloud Storage URI.
Args:
project_id: The GCP project ID.
gcs_uri: The Google Cloud Storage URI.
Returns:
The RecognizeResponse.
"""
# Instantiates a client
client = SpeechClient()
config = cloud_speech.RecognitionConfig(
auto_decoding_config=cloud_speech.AutoDetectDecodingConfig(),
language_codes=["en-US"],
model="long",
)
request = cloud_speech.RecognizeRequest(
recognizer=f"projects/{project_id}/locations/global/recognizers/_",
config=config,
uri=gcs_uri,
)
# Transcribes the audio into text
response = client.recognize(request=request)
for result in response.results:
print(f"Transcript: {result.alternatives[0].transcript}")
return response
# [END speech_transcribe_gcs_v2]
if __name__ == "__main__":
parser = argparse.ArgumentParser(
description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter
)
parser.add_argument("project_id", help="GCP Project ID")
parser.add_argument("gcs_uri", help="URI to GCS file")
args = parser.parse_args()
transcribe_gcs_v2(args.project_id, args.gcs_uri)