As of January 1, 2020 this library no longer supports Python 2 on the latest released version. Library versions released prior to that date will continue to be available. For more information please visit Python 2 support on Google Cloud.

Speech¶

class google.cloud.speech_v1.services.speech.SpeechAsyncClient(*, credentials: typing.Optional[google.auth.credentials.Credentials] = None, transport: typing.Optional[typing.Union[str, google.cloud.speech_v1.services.speech.transports.base.SpeechTransport, typing.Callable[[...], google.cloud.speech_v1.services.speech.transports.base.SpeechTransport]]] = 'grpc_asyncio', client_options: typing.Optional[google.api_core.client_options.ClientOptions] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)[source]¶

Service that implements Google Cloud Speech API.

Instantiates the speech async client.

Parameters

credentials (Optional[google.auth.credentials.Credentials]) – The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment.
transport (Optional[Union[str,SpeechTransport,Callable[..., SpeechTransport]]]) – The transport to use, or a Callable that constructs and returns a new transport to use. If a Callable is given, it will be called with the same set of initialization arguments as used in the SpeechTransport constructor. If set to None, a transport is chosen automatically.
client_options (Optional[Union[google.api_core.client_options.ClientOptions, dict]]) –
Custom options for the client.

1. The api_endpoint property can be used to override the default endpoint provided by the client when transport is not explicitly provided. Only if this property is not set and transport was not explicitly provided, the endpoint is determined by the GOOGLE_API_USE_MTLS_ENDPOINT environment variable, which have one of the following values: “always” (always use the default mTLS endpoint), “never” (always use the default regular endpoint) and “auto” (auto-switch to the default mTLS endpoint if client certificate is present; this is the default value).

2. If the GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is “true”, then the client_cert_source property can be used to provide a client certificate for mTLS transport. If not provided, the default SSL client certificate will be used if present. If GOOGLE_API_USE_CLIENT_CERTIFICATE is “false” or not set, no client certificate will be used.

3. The universe_domain property can be used to override the default “googleapis.com” universe. Note that api_endpoint property still takes precedence; and universe_domain is currently not supported for mTLS.
client_info (google.api_core.gapic_v1.client_info.ClientInfo) – The client info used to send a user-agent string along with API requests. If None, then default info will be used. Generally, you only need to set this if you’re developing your own client library.

Raises

google.auth.exceptions.MutualTlsChannelError – If mutual TLS transport creation failed for any reason.

property api_endpoint¶

Return the API endpoint used by the client instance.

Returns: The API endpoint used by the client instance.
Return type: str

static common_billing_account_path(billing_account: str) → str¶: Returns a fully-qualified billing_account string.

static common_folder_path(folder: str) → str¶: Returns a fully-qualified folder string.

static common_location_path(project: str, location: str) → str¶: Returns a fully-qualified location string.

static common_organization_path(organization: str) → str¶: Returns a fully-qualified organization string.

static common_project_path(project: str) → str¶: Returns a fully-qualified project string.

static custom_class_path(project: str, location: str, custom_class: str) → str¶: Returns a fully-qualified custom_class string.

classmethod from_service_account_file(filename: str, *args, **kwargs)[source]¶

Creates an instance of this client using the provided credentials: file.

Parameters

filename (str) – The path to the service account private key json file.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

SpeechAsyncClient

classmethod from_service_account_info(info: dict, *args, **kwargs)[source]¶

Creates an instance of this client using the provided credentials: info.

Parameters

info (dict) – The service account private key info.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

SpeechAsyncClient

classmethod from_service_account_json(filename: str, *args, **kwargs)¶

Creates an instance of this client using the provided credentials: file.

Parameters

filename (str) – The path to the service account private key json file.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

SpeechAsyncClient

classmethod get_mtls_endpoint_and_cert_source(client_options: Optional[google.api_core.client_options.ClientOptions] = None)[source]¶

Return the API endpoint and client cert source for mutual TLS.

The client cert source is determined in the following order: (1) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is not “true”, the client cert source is None. (2) if client_options.client_cert_source is provided, use the provided one; if the default client cert source exists, use the default one; otherwise the client cert source is None.

The API endpoint is determined in the following order: (1) if client_options.api_endpoint if provided, use the provided one. (2) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is “always”, use the default mTLS endpoint; if the environment variable is “never”, use the default API endpoint; otherwise if client cert source exists, use the default mTLS endpoint, otherwise use the default API endpoint.

More details can be found at https://google.aip.dev/auth/4114.

Parameters

client_options (google.api_core.client_options.ClientOptions) – Custom options for the client. Only the api_endpoint and client_cert_source properties may be used in this method.

Returns

returns the API endpoint and the: client cert source to use.

Return type

Tuple[str, Callable[[], Tuple[bytes, bytes]]]

Raises

google.auth.exceptions.MutualTLSChannelError – If any errors happen.

async get_operation(request: Optional[google.longrunning.operations_pb2.GetOperationRequest] = None, *, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.longrunning.operations_pb2.Operation[source]¶

Gets the latest state of a long-running operation.

Parameters

request (GetOperationRequest) – The request object. Request message for GetOperation method.
retry (google.api_core.retry_async.AsyncRetry) – Designation of what errors, if any, should be retried.
timeout (float) – The timeout for this request.
metadata (Sequence[Tuple[str, str]]) – Strings which should be sent along with the request as metadata.

Returns

An Operation object.

Return type

Operation

classmethod get_transport_class(label: Optional[str] = None) → Type[google.cloud.speech_v1.services.speech.transports.base.SpeechTransport]¶

Returns an appropriate transport class.

Parameters: label – The name of the desired transport. If none is provided, then the first transport in the registry is used.
Returns: The transport class to use.

async list_operations(request: Optional[google.longrunning.operations_pb2.ListOperationsRequest] = None, *, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.longrunning.operations_pb2.ListOperationsResponse[source]¶

Lists operations that match the specified filter in the request.

Parameters

request (ListOperationsRequest) – The request object. Request message for ListOperations method.
retry (google.api_core.retry_async.AsyncRetry) – Designation of what errors, if any, should be retried.
timeout (float) – The timeout for this request.
metadata (Sequence[Tuple[str, str]]) – Strings which should be sent along with the request as metadata.

Returns

Response message for ListOperations method.

Return type

ListOperationsResponse

async long_running_recognize(request: Optional[Union[google.cloud.speech_v1.types.cloud_speech.LongRunningRecognizeRequest, dict]] = None, *, config: Optional[google.cloud.speech_v1.types.cloud_speech.RecognitionConfig] = None, audio: Optional[google.cloud.speech_v1.types.cloud_speech.RecognitionAudio] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.api_core.operation_async.AsyncOperation[source]¶

Performs asynchronous speech recognition: receive results via the google.longrunning.Operations interface. Returns either an Operation.error or an Operation.response which contains a LongRunningRecognizeResponse message. For more information on asynchronous speech recognition, see the how-to.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import speech_v1

async def sample_long_running_recognize():
    # Create a client
    client = speech_v1.SpeechAsyncClient()

    # Initialize request argument(s)
    config = speech_v1.RecognitionConfig()
    config.language_code = "language_code_value"

    audio = speech_v1.RecognitionAudio()
    audio.content = b'content_blob'

    request = speech_v1.LongRunningRecognizeRequest(
        config=config,
        audio=audio,
    )

    # Make the request
    operation = client.long_running_recognize(request=request)

    print("Waiting for operation to complete...")

    response = (await operation).result()

    # Handle the response
    print(response)

Parameters

request (Optional[Union[google.cloud.speech_v1.types.LongRunningRecognizeRequest, dict]]) – The request object. The top-level message sent by the client for the LongRunningRecognize method.
config (google.cloud.speech_v1.types.RecognitionConfig) –
Required. Provides information to the recognizer that specifies how to process the request.

This corresponds to the config field on the request instance; if request is provided, this should not be set.
audio (google.cloud.speech_v1.types.RecognitionAudio) –
Required. The audio data to be recognized.

This corresponds to the audio field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – Designation of what errors, if any, should be retried.
timeout (float) – The timeout for this request.
metadata (Sequence[Tuple[str, str]]) – Strings which should be sent along with the request as metadata.

Returns

An object representing a long-running operation.

The result type for the operation will be google.cloud.speech_v1.types.LongRunningRecognizeResponse The only message returned to the client by the LongRunningRecognize method.: It contains the result as zero or more sequential SpeechRecognitionResult messages. It is included in the result.response field of the Operation returned by the GetOperation call of the google::longrunning::Operations service.

Return type

google.api_core.operation_async.AsyncOperation

static parse_common_billing_account_path(path: str) → Dict[str, str]¶: Parse a billing_account path into its component segments.

static parse_common_folder_path(path: str) → Dict[str, str]¶: Parse a folder path into its component segments.

static parse_common_location_path(path: str) → Dict[str, str]¶: Parse a location path into its component segments.

static parse_common_organization_path(path: str) → Dict[str, str]¶: Parse a organization path into its component segments.

static parse_common_project_path(path: str) → Dict[str, str]¶: Parse a project path into its component segments.

static parse_custom_class_path(path: str) → Dict[str, str]¶: Parses a custom_class path into its component segments.

static parse_phrase_set_path(path: str) → Dict[str, str]¶: Parses a phrase_set path into its component segments.

static phrase_set_path(project: str, location: str, phrase_set: str) → str¶: Returns a fully-qualified phrase_set string.

async recognize(request: Optional[Union[google.cloud.speech_v1.types.cloud_speech.RecognizeRequest, dict]] = None, *, config: Optional[google.cloud.speech_v1.types.cloud_speech.RecognitionConfig] = None, audio: Optional[google.cloud.speech_v1.types.cloud_speech.RecognitionAudio] = None, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.speech_v1.types.cloud_speech.RecognizeResponse[source]¶

Performs synchronous speech recognition: receive results after all audio has been sent and processed.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import speech_v1

async def sample_recognize():
    # Create a client
    client = speech_v1.SpeechAsyncClient()

    # Initialize request argument(s)
    config = speech_v1.RecognitionConfig()
    config.language_code = "language_code_value"

    audio = speech_v1.RecognitionAudio()
    audio.content = b'content_blob'

    request = speech_v1.RecognizeRequest(
        config=config,
        audio=audio,
    )

    # Make the request
    response = await client.recognize(request=request)

    # Handle the response
    print(response)

Parameters

request (Optional[Union[google.cloud.speech_v1.types.RecognizeRequest, dict]]) – The request object. The top-level message sent by the client for the Recognize method.
config (google.cloud.speech_v1.types.RecognitionConfig) –
Required. Provides information to the recognizer that specifies how to process the request.

This corresponds to the config field on the request instance; if request is provided, this should not be set.
audio (google.cloud.speech_v1.types.RecognitionAudio) –
Required. The audio data to be recognized.

This corresponds to the audio field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry_async.AsyncRetry) – Designation of what errors, if any, should be retried.
timeout (float) – The timeout for this request.
metadata (Sequence[Tuple[str, str]]) – Strings which should be sent along with the request as metadata.

Returns

The only message returned to the client by the Recognize method. It: contains the result as zero or more sequential SpeechRecognitionResult messages.

Return type

google.cloud.speech_v1.types.RecognizeResponse

streaming_recognize(requests: Optional[AsyncIterator[google.cloud.speech_v1.types.cloud_speech.StreamingRecognizeRequest]] = None, *, retry: Optional[Union[google.api_core.retry.retry_unary_async.AsyncRetry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → Awaitable[AsyncIterable[google.cloud.speech_v1.types.cloud_speech.StreamingRecognizeResponse]][source]¶

Performs bidirectional streaming speech recognition: receive results while sending audio. This method is only available via the gRPC API (not REST).

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import speech_v1

async def sample_streaming_recognize():
    # Create a client
    client = speech_v1.SpeechAsyncClient()

    # Initialize request argument(s)
    streaming_config = speech_v1.StreamingRecognitionConfig()
    streaming_config.config.language_code = "language_code_value"

    request = speech_v1.StreamingRecognizeRequest(
        streaming_config=streaming_config,
    )

    # This method expects an iterator which contains
    # 'speech_v1.StreamingRecognizeRequest' objects
    # Here we create a generator that yields a single `request` for
    # demonstrative purposes.
    requests = [request]

    def request_generator():
        for request in requests:
            yield request

    # Make the request
    stream = await client.streaming_recognize(requests=request_generator())

    # Handle the response
    async for response in stream:
        print(response)

Parameters

requests (AsyncIterator[google.cloud.speech_v1.types.StreamingRecognizeRequest]) – The request object AsyncIterator. The top-level message sent by the client for the StreamingRecognize method. Multiple StreamingRecognizeRequest messages are sent. The first message must contain a streaming_config message and must not contain audio_content. All subsequent messages must contain audio_content and must not contain a streaming_config message.
retry (google.api_core.retry_async.AsyncRetry) – Designation of what errors, if any, should be retried.
timeout (float) – The timeout for this request.
metadata (Sequence[Tuple[str, str]]) – Strings which should be sent along with the request as metadata.

Returns

StreamingRecognizeResponse is the only message returned to the client by

StreamingRecognize. A series of zero or more StreamingRecognizeResponse messages are streamed back to the client. If there is no recognizable audio, and single_utterance is set to false, then no messages are streamed back to the client.

Here’s an example of a series of StreamingRecognizeResponses that might be returned while processing audio:

results { alternatives { transcript: “tube” } stability: 0.01 }
results { alternatives { transcript: “to be a” } stability: 0.01 }
results { alternatives { transcript: “to be” } stability: 0.9 } results { alternatives { transcript: ” or not to be” } stability: 0.01 }
results { alternatives { transcript: “to be or not to be”
confidence: 0.92 }

alternatives { transcript: “to bee or not to bee” }
is_final: true }
results { alternatives { transcript: ” that’s” } stability: 0.01 }
results { alternatives { transcript: ” that is” } stability: 0.9 } results { alternatives { transcript: ” the question” } stability: 0.01 }
results { alternatives { transcript: ” that is the question”
confidence: 0.98 }

alternatives { transcript: ” that was the question” }
is_final: true }

Notes:

Only two of the above responses #4 and #7 contain final results; they are indicated by is_final: true. Concatenating these together generates the full transcript: “to be or not to be that is the question”.
The others contain interim results. #3 and #6 contain two interim `results`: the first portion has a high stability and is less likely to change; the second portion has a low stability and is very likely to change. A UI designer might choose to show only high stability results.
The specific stability and confidence values shown above are only for illustrative purposes. Actual values may vary.
In each response, only one of these fields will be set:
error, speech_event_type, or one or more (repeated) results.

Return type

AsyncIterable[google.cloud.speech_v1.types.StreamingRecognizeResponse]

property transport: google.cloud.speech_v1.services.speech.transports.base.SpeechTransport¶

Returns the transport used by the client instance.

Returns: The transport used by the client instance.
Return type: SpeechTransport

property universe_domain: str¶

Return the universe domain used by the client instance.

Returns

The universe domain used: by the client instance.

Return type

str

class google.cloud.speech_v1.services.speech.SpeechClient(*, credentials: typing.Optional[google.auth.credentials.Credentials] = None, transport: typing.Optional[typing.Union[str, google.cloud.speech_v1.services.speech.transports.base.SpeechTransport, typing.Callable[[...], google.cloud.speech_v1.services.speech.transports.base.SpeechTransport]]] = None, client_options: typing.Optional[typing.Union[google.api_core.client_options.ClientOptions, dict]] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)[source]¶

Service that implements Google Cloud Speech API.

Instantiates the speech client.

Parameters

credentials (Optional[google.auth.credentials.Credentials]) – The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment.
transport (Optional[Union[str,SpeechTransport,Callable[..., SpeechTransport]]]) – The transport to use, or a Callable that constructs and returns a new transport. If a Callable is given, it will be called with the same set of initialization arguments as used in the SpeechTransport constructor. If set to None, a transport is chosen automatically.
client_options (Optional[Union[google.api_core.client_options.ClientOptions, dict]]) –
Custom options for the client.

1. The api_endpoint property can be used to override the default endpoint provided by the client when transport is not explicitly provided. Only if this property is not set and transport was not explicitly provided, the endpoint is determined by the GOOGLE_API_USE_MTLS_ENDPOINT environment variable, which have one of the following values: “always” (always use the default mTLS endpoint), “never” (always use the default regular endpoint) and “auto” (auto-switch to the default mTLS endpoint if client certificate is present; this is the default value).

2. If the GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is “true”, then the client_cert_source property can be used to provide a client certificate for mTLS transport. If not provided, the default SSL client certificate will be used if present. If GOOGLE_API_USE_CLIENT_CERTIFICATE is “false” or not set, no client certificate will be used.

3. The universe_domain property can be used to override the default “googleapis.com” universe. Note that the api_endpoint property still takes precedence; and universe_domain is currently not supported for mTLS.
client_info (google.api_core.gapic_v1.client_info.ClientInfo) – The client info used to send a user-agent string along with API requests. If None, then default info will be used. Generally, you only need to set this if you’re developing your own client library.

Raises

google.auth.exceptions.MutualTLSChannelError – If mutual TLS transport creation failed for any reason.

__exit__(type, value, traceback)[source]¶: Releases underlying transport’s resources.

Warning

ONLY use as a context manager if the transport is NOT shared with other clients! Exiting the with block will CLOSE the transport and may cause errors in other clients!

property api_endpoint¶

Return the API endpoint used by the client instance.

Returns: The API endpoint used by the client instance.
Return type: str

static common_billing_account_path(billing_account: str) → str[source]¶: Returns a fully-qualified billing_account string.

static common_folder_path(folder: str) → str[source]¶: Returns a fully-qualified folder string.

static common_location_path(project: str, location: str) → str[source]¶: Returns a fully-qualified location string.

static common_organization_path(organization: str) → str[source]¶: Returns a fully-qualified organization string.

static common_project_path(project: str) → str[source]¶: Returns a fully-qualified project string.

static custom_class_path(project: str, location: str, custom_class: str) → str[source]¶: Returns a fully-qualified custom_class string.

classmethod from_service_account_file(filename: str, *args, **kwargs)[source]¶

Creates an instance of this client using the provided credentials: file.

Parameters

filename (str) – The path to the service account private key json file.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

SpeechClient

classmethod from_service_account_info(info: dict, *args, **kwargs)[source]¶

Creates an instance of this client using the provided credentials: info.

Parameters

info (dict) – The service account private key info.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

SpeechClient

classmethod from_service_account_json(filename: str, *args, **kwargs)¶

Creates an instance of this client using the provided credentials: file.

Parameters

filename (str) – The path to the service account private key json file.
args – Additional arguments to pass to the constructor.
kwargs – Additional arguments to pass to the constructor.

Returns

The constructed client.

Return type

SpeechClient

classmethod get_mtls_endpoint_and_cert_source(client_options: Optional[google.api_core.client_options.ClientOptions] = None)[source]¶

Deprecated. Return the API endpoint and client cert source for mutual TLS.

The client cert source is determined in the following order: (1) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is not “true”, the client cert source is None. (2) if client_options.client_cert_source is provided, use the provided one; if the default client cert source exists, use the default one; otherwise the client cert source is None.

The API endpoint is determined in the following order: (1) if client_options.api_endpoint if provided, use the provided one. (2) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is “always”, use the default mTLS endpoint; if the environment variable is “never”, use the default API endpoint; otherwise if client cert source exists, use the default mTLS endpoint, otherwise use the default API endpoint.

More details can be found at https://google.aip.dev/auth/4114.

Parameters

client_options (google.api_core.client_options.ClientOptions) – Custom options for the client. Only the api_endpoint and client_cert_source properties may be used in this method.

Returns

returns the API endpoint and the: client cert source to use.

Return type

Tuple[str, Callable[[], Tuple[bytes, bytes]]]

Raises

google.auth.exceptions.MutualTLSChannelError – If any errors happen.

get_operation(request: Optional[google.longrunning.operations_pb2.GetOperationRequest] = None, *, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.longrunning.operations_pb2.Operation[source]¶

Gets the latest state of a long-running operation.

Parameters

request (GetOperationRequest) – The request object. Request message for GetOperation method.
retry (google.api_core.retry.Retry) – Designation of what errors, if any, should be retried.
timeout (float) – The timeout for this request.
metadata (Sequence[Tuple[str, str]]) – Strings which should be sent along with the request as metadata.

Returns

An Operation object.

Return type

Operation

list_operations(request: Optional[google.longrunning.operations_pb2.ListOperationsRequest] = None, *, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.longrunning.operations_pb2.ListOperationsResponse[source]¶

Lists operations that match the specified filter in the request.

Parameters

request (ListOperationsRequest) – The request object. Request message for ListOperations method.
retry (google.api_core.retry.Retry) – Designation of what errors, if any, should be retried.
timeout (float) – The timeout for this request.
metadata (Sequence[Tuple[str, str]]) – Strings which should be sent along with the request as metadata.

Returns

Response message for ListOperations method.

Return type

ListOperationsResponse

long_running_recognize(request: Optional[Union[google.cloud.speech_v1.types.cloud_speech.LongRunningRecognizeRequest, dict]] = None, *, config: Optional[google.cloud.speech_v1.types.cloud_speech.RecognitionConfig] = None, audio: Optional[google.cloud.speech_v1.types.cloud_speech.RecognitionAudio] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.api_core.operation.Operation[source]¶

Performs asynchronous speech recognition: receive results via the google.longrunning.Operations interface. Returns either an Operation.error or an Operation.response which contains a LongRunningRecognizeResponse message. For more information on asynchronous speech recognition, see the how-to.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import speech_v1

def sample_long_running_recognize():
    # Create a client
    client = speech_v1.SpeechClient()

    # Initialize request argument(s)
    config = speech_v1.RecognitionConfig()
    config.language_code = "language_code_value"

    audio = speech_v1.RecognitionAudio()
    audio.content = b'content_blob'

    request = speech_v1.LongRunningRecognizeRequest(
        config=config,
        audio=audio,
    )

    # Make the request
    operation = client.long_running_recognize(request=request)

    print("Waiting for operation to complete...")

    response = operation.result()

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.speech_v1.types.LongRunningRecognizeRequest, dict]) – The request object. The top-level message sent by the client for the LongRunningRecognize method.
config (google.cloud.speech_v1.types.RecognitionConfig) –
Required. Provides information to the recognizer that specifies how to process the request.

This corresponds to the config field on the request instance; if request is provided, this should not be set.
audio (google.cloud.speech_v1.types.RecognitionAudio) –
Required. The audio data to be recognized.

This corresponds to the audio field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry.Retry) – Designation of what errors, if any, should be retried.
timeout (float) – The timeout for this request.
metadata (Sequence[Tuple[str, str]]) – Strings which should be sent along with the request as metadata.

Returns

An object representing a long-running operation.

The result type for the operation will be google.cloud.speech_v1.types.LongRunningRecognizeResponse The only message returned to the client by the LongRunningRecognize method.: It contains the result as zero or more sequential SpeechRecognitionResult messages. It is included in the result.response field of the Operation returned by the GetOperation call of the google::longrunning::Operations service.

Return type

google.api_core.operation.Operation

static parse_common_billing_account_path(path: str) → Dict[str, str][source]¶: Parse a billing_account path into its component segments.

static parse_common_folder_path(path: str) → Dict[str, str][source]¶: Parse a folder path into its component segments.

static parse_common_location_path(path: str) → Dict[str, str][source]¶: Parse a location path into its component segments.

static parse_common_organization_path(path: str) → Dict[str, str][source]¶: Parse a organization path into its component segments.

static parse_common_project_path(path: str) → Dict[str, str][source]¶: Parse a project path into its component segments.

static parse_custom_class_path(path: str) → Dict[str, str][source]¶: Parses a custom_class path into its component segments.

static parse_phrase_set_path(path: str) → Dict[str, str][source]¶: Parses a phrase_set path into its component segments.

static phrase_set_path(project: str, location: str, phrase_set: str) → str[source]¶: Returns a fully-qualified phrase_set string.

recognize(request: Optional[Union[google.cloud.speech_v1.types.cloud_speech.RecognizeRequest, dict]] = None, *, config: Optional[google.cloud.speech_v1.types.cloud_speech.RecognitionConfig] = None, audio: Optional[google.cloud.speech_v1.types.cloud_speech.RecognitionAudio] = None, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → google.cloud.speech_v1.types.cloud_speech.RecognizeResponse[source]¶

Performs synchronous speech recognition: receive results after all audio has been sent and processed.

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import speech_v1

def sample_recognize():
    # Create a client
    client = speech_v1.SpeechClient()

    # Initialize request argument(s)
    config = speech_v1.RecognitionConfig()
    config.language_code = "language_code_value"

    audio = speech_v1.RecognitionAudio()
    audio.content = b'content_blob'

    request = speech_v1.RecognizeRequest(
        config=config,
        audio=audio,
    )

    # Make the request
    response = client.recognize(request=request)

    # Handle the response
    print(response)

Parameters

request (Union[google.cloud.speech_v1.types.RecognizeRequest, dict]) – The request object. The top-level message sent by the client for the Recognize method.
config (google.cloud.speech_v1.types.RecognitionConfig) –
Required. Provides information to the recognizer that specifies how to process the request.

This corresponds to the config field on the request instance; if request is provided, this should not be set.
audio (google.cloud.speech_v1.types.RecognitionAudio) –
Required. The audio data to be recognized.

This corresponds to the audio field on the request instance; if request is provided, this should not be set.
retry (google.api_core.retry.Retry) – Designation of what errors, if any, should be retried.
timeout (float) – The timeout for this request.
metadata (Sequence[Tuple[str, str]]) – Strings which should be sent along with the request as metadata.

Returns

The only message returned to the client by the Recognize method. It: contains the result as zero or more sequential SpeechRecognitionResult messages.

Return type

google.cloud.speech_v1.types.RecognizeResponse

streaming_recognize(requests: Optional[Iterator[google.cloud.speech_v1.types.cloud_speech.StreamingRecognizeRequest]] = None, *, retry: Optional[Union[google.api_core.retry.retry_unary.Retry, google.api_core.gapic_v1.method._MethodDefault]] = _MethodDefault._DEFAULT_VALUE, timeout: Union[float, object] = _MethodDefault._DEFAULT_VALUE, metadata: Sequence[Tuple[str, str]] = ()) → Iterable[google.cloud.speech_v1.types.cloud_speech.StreamingRecognizeResponse][source]¶

Performs bidirectional streaming speech recognition: receive results while sending audio. This method is only available via the gRPC API (not REST).

# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
#   client as shown in:
#   https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import speech_v1

def sample_streaming_recognize():
    # Create a client
    client = speech_v1.SpeechClient()

    # Initialize request argument(s)
    streaming_config = speech_v1.StreamingRecognitionConfig()
    streaming_config.config.language_code = "language_code_value"

    request = speech_v1.StreamingRecognizeRequest(
        streaming_config=streaming_config,
    )

    # This method expects an iterator which contains
    # 'speech_v1.StreamingRecognizeRequest' objects
    # Here we create a generator that yields a single `request` for
    # demonstrative purposes.
    requests = [request]

    def request_generator():
        for request in requests:
            yield request

    # Make the request
    stream = client.streaming_recognize(requests=request_generator())

    # Handle the response
    for response in stream:
        print(response)

Parameters

requests (Iterator[google.cloud.speech_v1.types.StreamingRecognizeRequest]) – The request object iterator. The top-level message sent by the client for the StreamingRecognize method. Multiple StreamingRecognizeRequest messages are sent. The first message must contain a streaming_config message and must not contain audio_content. All subsequent messages must contain audio_content and must not contain a streaming_config message.
retry (google.api_core.retry.Retry) – Designation of what errors, if any, should be retried.
timeout (float) – The timeout for this request.
metadata (Sequence[Tuple[str, str]]) – Strings which should be sent along with the request as metadata.

Returns

StreamingRecognizeResponse is the only message returned to the client by

StreamingRecognize. A series of zero or more StreamingRecognizeResponse messages are streamed back to the client. If there is no recognizable audio, and single_utterance is set to false, then no messages are streamed back to the client.

Here’s an example of a series of StreamingRecognizeResponses that might be returned while processing audio:

results { alternatives { transcript: “tube” } stability: 0.01 }
results { alternatives { transcript: “to be a” } stability: 0.01 }
results { alternatives { transcript: “to be” } stability: 0.9 } results { alternatives { transcript: ” or not to be” } stability: 0.01 }
results { alternatives { transcript: “to be or not to be”
confidence: 0.92 }

alternatives { transcript: “to bee or not to bee” }
is_final: true }
results { alternatives { transcript: ” that’s” } stability: 0.01 }
results { alternatives { transcript: ” that is” } stability: 0.9 } results { alternatives { transcript: ” the question” } stability: 0.01 }
results { alternatives { transcript: ” that is the question”
confidence: 0.98 }

alternatives { transcript: ” that was the question” }
is_final: true }

Notes:

Only two of the above responses #4 and #7 contain final results; they are indicated by is_final: true. Concatenating these together generates the full transcript: “to be or not to be that is the question”.
The others contain interim results. #3 and #6 contain two interim `results`: the first portion has a high stability and is less likely to change; the second portion has a low stability and is very likely to change. A UI designer might choose to show only high stability results.
The specific stability and confidence values shown above are only for illustrative purposes. Actual values may vary.
In each response, only one of these fields will be set:
error, speech_event_type, or one or more (repeated) results.

Return type

Iterable[google.cloud.speech_v1.types.StreamingRecognizeResponse]

property transport: google.cloud.speech_v1.services.speech.transports.base.SpeechTransport¶

Returns the transport used by the client instance.

Returns

The transport used by the client: instance.

Return type

SpeechTransport

property universe_domain: str¶

Return the universe domain used by the client instance.

Returns: The universe domain used by the client instance.
Return type: str

Speech¶

google-cloud-speech

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