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Add speech streaming recognition. #2680
Add speech streaming recognition. #2680
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@dhermes, I assume that this travis build won't happen until tonight. If you think it's worthwhile can you review now? Then after I push your suggestions I'll cancel this build and start a new one. Update: NM travis seems to be back in action! |
... print(response[0].transcript) | ||
'hello' | ||
... print(response[0].confidence) | ||
0.973458576 |
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0.973458576 | ||
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By default the recognizer will perform continuous recognition |
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By default the recognizer will perform continuous recognition | ||
(continuing to process audio even if the user pauses speaking) until the client |
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By default the recognizer will perform continuous recognition | ||
(continuing to process audio even if the user pauses speaking) until the client | ||
closes the output stream or when the maximum time limit has been reached. |
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closes the output stream or when the maximum time limit has been reached. | ||
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If you only want to recognize a single utterance you can set | ||
``single_utterance`` to ``True`` and only one result will be returned. |
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:param interim_results: (Optional) If true, interim results (tentative | ||
hypotheses) may be returned as they become | ||
available (these interim results are indicated | ||
with the is_final=false flag). If false or |
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single_utterance, | ||
interim_results) | ||
for response in responses: | ||
results = getattr(response, 'results', []) |
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if results or interim_results: | ||
for result in results: | ||
yield [Alternative.from_pb(alternative) | ||
for alternative in result.alternatives] |
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max_alternatives=None, profanity_filter=None, | ||
speech_context=None, single_utterance=False, | ||
interim_results=False): | ||
"""Streaming speech recognition. |
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.cloud_speech_pb2.StreamingRecognizeResponse` | ||
:returns: ``StreamingRecognizeResponse`` instances. | ||
""" | ||
if sample.content.closed: |
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>>> sample = client.sample(content=stream, | ||
... encoding=speech.Encoding.LINEAR16, | ||
... sample_rate=16000) | ||
>>> response = client.streaming_recognize(sample, |
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.. code-block:: python | ||
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>>> with open('./hello_pause_goodbye.wav', 'rb') as stream: | ||
>>> sample = client.sample(content=stream, |
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.cloud_speech_pb2.StreamingRecognizeResponse` | ||
:returns: ``StreamingRecognizeResponse`` instances. | ||
""" | ||
if sample.content.closed: |
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if results or interim_results: | ||
for result in results: | ||
yield [Alternative.from_pb(alternative) | ||
for alternative in result.alternatives] |
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def __init__(self, content=None, source_uri=None, | ||
encoding=None, sample_rate=None): | ||
def __init__(self, content=None, source_uri=None, encoding=None, | ||
sample_rate=None): |
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@@ -33,15 +26,26 @@ def _make_result(alternatives): | |||
) for alternative in alternatives | |||
], | |||
) | |||
else: | |||
return cloud_speech_pb2.SpeechRecognitionResult(alternatives=[]) |
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def _make_result(alternatives=None): | ||
from google.cloud.grpc.speech.v1beta1 import cloud_speech_pb2 | ||
if alternatives: |
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response = cloud_speech_pb2.SyncRecognizeResponse( | ||
results=results, | ||
) | ||
else: | ||
response = cloud_speech_pb2.SyncRecognizeResponse() |
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class TestClient(unittest.TestCase): | ||
SAMPLE_RATE = 16000 | ||
HINTS = ['hi'] |
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# These extra words are interim_results that the API returns as it's | ||
# deciphering the speech audio. This has a high probability of becoming | ||
# out of date and causing the test to fail. |
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@dhermes I believe I addressed everything we talked about over chat. Here are the things I think that could be outstanding. |
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Squashed! |
LGTM* |
See: #2709 |
…ng-gapic Add speech streaming recognition.
Add speech streaming recognition.
Add speech streaming recognition.
Add speech streaming recognition.
Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.0.7 to 2.2.2. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/urllib3/urllib3/releases">urllib3's releases</a>.</em></p> <blockquote> <h2>2.2.2</h2> <h2>🚀 urllib3 is fundraising for HTTP/2 support</h2> <p><a href="https://sethmlarson.dev/urllib3-is-fundraising-for-http2-support">urllib3 is raising ~$40,000 USD</a> to release HTTP/2 support and ensure long-term sustainable maintenance of the project after a sharp decline in financial support for 2023. If your company or organization uses Python and would benefit from HTTP/2 support in Requests, pip, cloud SDKs, and thousands of other projects <a href="https://opencollective.com/urllib3">please consider contributing financially</a> to ensure HTTP/2 support is developed sustainably and maintained for the long-haul.</p> <p>Thank you for your support.</p> <h2>Changes</h2> <ul> <li>Added the <code>Proxy-Authorization</code> header to the list of headers to strip from requests when redirecting to a different host. As before, different headers can be set via <code>Retry.remove_headers_on_redirect</code>.</li> <li>Allowed passing negative integers as <code>amt</code> to read methods of <code>http.client.HTTPResponse</code> as an alternative to <code>None</code>. (<a href="https://github.com/urllib3/urllib3/issues/3122">#3122</a>)</li> <li>Fixed return types representing copying actions to use <code>typing.Self</code>. (<a href="https://github.com/urllib3/urllib3/issues/3363">#3363</a>)</li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/urllib3/urllib3/compare/2.2.1...2.2.2">https://github.com/urllib3/urllib3/compare/2.2.1...2.2.2</a></p> <h2>2.2.1</h2> <h2>🚀 urllib3 is fundraising for HTTP/2 support</h2> <p><a href="https://sethmlarson.dev/urllib3-is-fundraising-for-http2-support">urllib3 is raising ~$40,000 USD</a> to release HTTP/2 support and ensure long-term sustainable maintenance of the project after a sharp decline in financial support for 2023. If your company or organization uses Python and would benefit from HTTP/2 support in Requests, pip, cloud SDKs, and thousands of other projects <a href="https://opencollective.com/urllib3">please consider contributing financially</a> to ensure HTTP/2 support is developed sustainably and maintained for the long-haul.</p> <p>Thank you for your support.</p> <h2>Changes</h2> <ul> <li>Fixed issue where <code>InsecureRequestWarning</code> was emitted for HTTPS connections when using Emscripten. (<a href="https://github.com/urllib3/urllib3/issues/3331">#3331</a>)</li> <li>Fixed <code>HTTPConnectionPool.urlopen</code> to stop automatically casting non-proxy headers to <code>HTTPHeaderDict</code>. This change was premature as it did not apply to proxy headers and <code>HTTPHeaderDict</code> does not handle byte header values correctly yet. (<a href="https://github.com/urllib3/urllib3/issues/3343">#3343</a>)</li> <li>Changed <code>ProtocolError</code> to <code>InvalidChunkLength</code> when response terminates before the chunk length is sent. (<a href="https://github.com/urllib3/urllib3/issues/2860">#2860</a>)</li> <li>Changed <code>ProtocolError</code> to be more verbose on incomplete reads with excess content. (<a href="https://github.com/urllib3/urllib3/issues/3261">#3261</a>)</li> </ul> <h2>2.2.0</h2> <h2>🖥️ urllib3 now works in the browser</h2> <p>:tada: <strong>This release adds experimental support for <a href="https://urllib3.readthedocs.io/en/stable/reference/contrib/emscripten.html">using urllib3 in the browser with Pyodide</a>!</strong> 🎉</p> <p>Thanks to Joe Marshall (<a href="https://github.com/joemarshall"><code>@joemarshall</code></a>) for contributing this feature. This change was possible thanks to work done in urllib3 v2.0 to detach our API from <code>http.client</code>. Please report all bugs to the <a href="https://github.com/urllib3/urllib3/issues">urllib3 issue tracker</a>.</p> <h2>🚀 urllib3 is fundraising for HTTP/2 support</h2> <p><a href="https://sethmlarson.dev/urllib3-is-fundraising-for-http2-support">urllib3 is raising ~$40,000 USD</a> to release HTTP/2 support and ensure long-term sustainable maintenance of the project after a sharp decline in financial support for 2023. If your company or organization uses Python and would benefit from HTTP/2 support in Requests, pip, cloud SDKs, and thousands of other projects <a href="https://opencollective.com/urllib3">please consider contributing financially</a> to ensure HTTP/2 support is developed sustainably and maintained for the long-haul.</p> <p>Thank you for your support.</p> <h2>Changes</h2> <ul> <li>Added support for <a href="https://urllib3.readthedocs.io/en/latest/reference/contrib/emscripten.html">Emscripten and Pyodide</a>, including streaming support in cross-origin isolated browser environments where threading is enabled. (<a href="https://github.com/urllib3/urllib3/issues/2951">#2951</a>)</li> <li>Added support for <code>HTTPResponse.read1()</code> method. (<a href="https://github.com/urllib3/urllib3/issues/3186">#3186</a>)</li> <li>Added rudimentary support for HTTP/2. (<a href="https://github.com/urllib3/urllib3/issues/3284">#3284</a>)</li> <li>Fixed issue where requests against urls with trailing dots were failing due to SSL errors when using proxy. (<a href="https://github.com/urllib3/urllib3/issues/2244">#2244</a>)</li> <li>Fixed <code>HTTPConnection.proxy_is_verified</code> and <code>HTTPSConnection.proxy_is_verified</code> to be always set to a boolean after connecting to a proxy. It could be <code>None</code> in some cases previously. (<a href="https://github.com/urllib3/urllib3/issues/3130">#3130</a>)</li> </ul> <!-- raw HTML omitted --> </blockquote> <p>... (truncated)</p> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/urllib3/urllib3/blob/main/CHANGES.rst">urllib3's changelog</a>.</em></p> <blockquote> <h1>2.2.2 (2024-06-17)</h1> <ul> <li>Added the <code>Proxy-Authorization</code> header to the list of headers to strip from requests when redirecting to a different host. As before, different headers can be set via <code>Retry.remove_headers_on_redirect</code>.</li> <li>Allowed passing negative integers as <code>amt</code> to read methods of <code>http.client.HTTPResponse</code> as an alternative to <code>None</code>. (<code>[#3122](urllib3/urllib3#3122) <https://github.com/urllib3/urllib3/issues/3122></code>__)</li> <li>Fixed return types representing copying actions to use <code>typing.Self</code>. (<code>[#3363](urllib3/urllib3#3363) <https://github.com/urllib3/urllib3/issues/3363></code>__)</li> </ul> <h1>2.2.1 (2024-02-16)</h1> <ul> <li>Fixed issue where <code>InsecureRequestWarning</code> was emitted for HTTPS connections when using Emscripten. (<code>[#3331](urllib3/urllib3#3331) <https://github.com/urllib3/urllib3/issues/3331></code>__)</li> <li>Fixed <code>HTTPConnectionPool.urlopen</code> to stop automatically casting non-proxy headers to <code>HTTPHeaderDict</code>. This change was premature as it did not apply to proxy headers and <code>HTTPHeaderDict</code> does not handle byte header values correctly yet. (<code>[#3343](urllib3/urllib3#3343) <https://github.com/urllib3/urllib3/issues/3343></code>__)</li> <li>Changed <code>InvalidChunkLength</code> to <code>ProtocolError</code> when response terminates before the chunk length is sent. (<code>[#2860](urllib3/urllib3#2860) <https://github.com/urllib3/urllib3/issues/2860></code>__)</li> <li>Changed <code>ProtocolError</code> to be more verbose on incomplete reads with excess content. (<code>[#3261](urllib3/urllib3#3261) <https://github.com/urllib3/urllib3/issues/3261></code>__)</li> </ul> <h1>2.2.0 (2024-01-30)</h1> <ul> <li>Added support for <code>Emscripten and Pyodide <https://urllib3.readthedocs.io/en/latest/reference/contrib/emscripten.html></code><strong>, including streaming support in cross-origin isolated browser environments where threading is enabled. (<code>[#2951](urllib3/urllib3#2951) <https://github.com/urllib3/urllib3/issues/2951></code></strong>)</li> <li>Added support for <code>HTTPResponse.read1()</code> method. (<code>[#3186](urllib3/urllib3#3186) <https://github.com/urllib3/urllib3/issues/3186></code>__)</li> <li>Added rudimentary support for HTTP/2. (<code>[#3284](urllib3/urllib3#3284) <https://github.com/urllib3/urllib3/issues/3284></code>__)</li> <li>Fixed issue where requests against urls with trailing dots were failing due to SSL errors when using proxy. (<code>[#2244](urllib3/urllib3#2244) <https://github.com/urllib3/urllib3/issues/2244></code>__)</li> <li>Fixed <code>HTTPConnection.proxy_is_verified</code> and <code>HTTPSConnection.proxy_is_verified</code> to be always set to a boolean after connecting to a proxy. It could be <code>None</code> in some cases previously. (<code>[#3130](urllib3/urllib3#3130) <https://github.com/urllib3/urllib3/issues/3130></code>__)</li> <li>Fixed an issue where <code>headers</code> passed in a request with <code>json=</code> would be mutated (<code>[#3203](urllib3/urllib3#3203) <https://github.com/urllib3/urllib3/issues/3203></code>__)</li> <li>Fixed <code>HTTPSConnection.is_verified</code> to be set to <code>False</code> when connecting from a HTTPS proxy to an HTTP target. It was set to <code>True</code> previously. (<code>[#3267](urllib3/urllib3#3267) <https://github.com/urllib3/urllib3/issues/3267></code>__)</li> <li>Fixed handling of new error message from OpenSSL 3.2.0 when configuring an HTTP proxy as HTTPS (<code>[#3268](urllib3/urllib3#3268) <https://github.com/urllib3/urllib3/issues/3268></code>__)</li> <li>Fixed TLS 1.3 post-handshake auth when the server certificate validation is disabled (<code>[#3325](urllib3/urllib3#3325) <https://github.com/urllib3/urllib3/issues/3325></code>__)</li> <li>Note for downstream distributors: To run integration tests, you now need to run the tests a second time with the <code>--integration</code> pytest flag. (<code>[#3181](urllib3/urllib3#3181) <https://github.com/urllib3/urllib3/issues/3181></code>__)</li> </ul> <h1>2.1.0 (2023-11-13)</h1> <ul> <li>Removed support for the deprecated urllib3[secure] extra. (<code>[#2680](urllib3/urllib3#2680) <https://github.com/urllib3/urllib3/issues/2680></code>__)</li> <li>Removed support for the deprecated SecureTransport TLS implementation. (<code>[#2681](urllib3/urllib3#2681) <https://github.com/urllib3/urllib3/issues/2681></code>__)</li> <li>Removed support for the end-of-life Python 3.7. (<code>[#3143](urllib3/urllib3#3143) <https://github.com/urllib3/urllib3/issues/3143></code>__)</li> <li>Allowed loading CA certificates from memory for proxies. (<code>[#3065](urllib3/urllib3#3065) <https://github.com/urllib3/urllib3/issues/3065></code>__)</li> <li>Fixed decoding Gzip-encoded responses which specified <code>x-gzip</code> content-encoding. (<code>[#3174](urllib3/urllib3#3174) <https://github.com/urllib3/urllib3/issues/3174></code>__)</li> </ul> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/urllib3/urllib3/commit/27e2a5c5a7ab6a517252cc8dcef3ffa6ffb8f61a"><code>27e2a5c</code></a> Release 2.2.2 (<a href="https://github.com/urllib3/urllib3/issues/3406">#3406</a>)</li> <li><a href="https://github.com/urllib3/urllib3/commit/accff72ecc2f6cf5a76d9570198a93ac7c90270e"><code>accff72</code></a> Merge pull request from GHSA-34jh-p97f-mpxf</li> <li><a href="https://github.com/urllib3/urllib3/commit/34be4a57e59eb7365bcc37d52e9f8271b5b8d0d3"><code>34be4a5</code></a> Pin CFFI to a new release candidate instead of a Git commit (<a href="https://github.com/urllib3/urllib3/issues/3398">#3398</a>)</li> <li><a href="https://github.com/urllib3/urllib3/commit/da410581b6b3df73da976b5ce5eb20a4bd030437"><code>da41058</code></a> Bump browser-actions/setup-chrome from 1.6.0 to 1.7.1 (<a href="https://github.com/urllib3/urllib3/issues/3399">#3399</a>)</li> <li><a href="https://github.com/urllib3/urllib3/commit/b07a669bd970d69847801148286b726f0570b625"><code>b07a669</code></a> Bump github/codeql-action from 2.13.4 to 3.25.6 (<a href="https://github.com/urllib3/urllib3/issues/3396">#3396</a>)</li> <li><a href="https://github.com/urllib3/urllib3/commit/b8589ec9f8c4da91511e601b632ac06af7e7c10e"><code>b8589ec</code></a> Measure coverage with v4 of artifact actions (<a href="https://github.com/urllib3/urllib3/issues/3394">#3394</a>)</li> <li><a href="https://github.com/urllib3/urllib3/commit/f3bdc5585111429e22c81b5fb26c3ec164d98b81"><code>f3bdc55</code></a> Allow triggering CI manually (<a href="https://github.com/urllib3/urllib3/issues/3391">#3391</a>)</li> <li><a href="https://github.com/urllib3/urllib3/commit/52392654b30183129cf3ec06010306f517d9c146"><code>5239265</code></a> Fix HTTP version in debug log (<a href="https://github.com/urllib3/urllib3/issues/3316">#3316</a>)</li> <li><a href="https://github.com/urllib3/urllib3/commit/b34619f94ece0c40e691a5aaf1304953d88089de"><code>b34619f</code></a> Bump actions/checkout to 4.1.4 (<a href="https://github.com/urllib3/urllib3/issues/3387">#3387</a>)</li> <li><a href="https://github.com/urllib3/urllib3/commit/9961d14de7c920091d42d42ed76d5d479b80064d"><code>9961d14</code></a> Bump browser-actions/setup-chrome from 1.5.0 to 1.6.0 (<a href="https://github.com/urllib3/urllib3/issues/3386">#3386</a>)</li> <li>Additional commits viewable in <a href="https://github.com/urllib3/urllib3/compare/2.0.7...2.2.2">compare view</a></li> </ul> </details> <br /> [![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=urllib3&package-manager=pip&previous-version=2.0.7&new-version=2.2.2)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. 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Towards #2522. Add
streaming_recognition()
to speech API.I will rebase #2676 before merging.