Class StreamingRecognizeResponse (2.23.0) 

StreamingRecognizeResponse(mapping=None, *, ignore_unknown_fields=False, **kwargs)

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 StreamingRecognizeResponse\ s that might be returned while processing audio:

  1. results { alternatives { transcript: "tube" } stability: 0.01 }

  2. results { alternatives { transcript: "to be a" } stability: 0.01 }

  3. results { alternatives { transcript: "to be" } stability: 0.9 } results { alternatives { transcript: " or not to be" } stability: 0.01 }

  4. results { alternatives { transcript: "to be or not to be" confidence: 0.92 } alternatives { transcript: "to bee or not to bee" } is_final: true }

  5. results { alternatives { transcript: " that's" } stability: 0.01 }

  6. results { alternatives { transcript: " that is" } stability: 0.9 } results { alternatives { transcript: " the question" } stability: 0.01 }

  7. 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.

Attributes

NameDescription
error google.rpc.status_pb2.Status
If set, returns a google.rpc.Status][google.rpc.Status] message that specifies the error for the operation.
results MutableSequence[google.cloud.speech_v1.types.StreamingRecognitionResult]
This repeated list contains zero or more results that correspond to consecutive portions of the audio currently being processed. It contains zero or one is_final=true result (the newly settled portion), followed by zero or more is_final=false results (the interim results).
speech_event_type google.cloud.speech_v1.types.StreamingRecognizeResponse.SpeechEventType
Indicates the type of speech event.
speech_event_time google.protobuf.duration_pb2.Duration
Time offset between the beginning of the audio and event emission.
total_billed_time google.protobuf.duration_pb2.Duration
When available, billed audio seconds for the stream. Set only if this is the last response in the stream.
speech_adaptation_info google.cloud.speech_v1.types.SpeechAdaptationInfo
Provides information on adaptation behavior in response
request_id int
The ID associated with the request. This is a unique ID specific only to the given request.

Classes

SpeechEventType

SpeechEventType(value)

Indicates the type of speech event.

Values: SPEECH_EVENT_UNSPECIFIED (0): No speech event specified. END_OF_SINGLE_UTTERANCE (1): This event indicates that the server has detected the end of the user's speech utterance and expects no additional speech. Therefore, the server will not process additional audio (although it may subsequently return additional results). The client should stop sending additional audio data, half-close the gRPC connection, and wait for any additional results until the server closes the gRPC connection. This event is only sent if single_utterance was set to true, and is not used otherwise. SPEECH_ACTIVITY_BEGIN (2): This event indicates that the server has detected the beginning of human voice activity in the stream. This event can be returned multiple times if speech starts and stops repeatedly throughout the stream. This event is only sent if voice_activity_events is set to true. SPEECH_ACTIVITY_END (3): This event indicates that the server has detected the end of human voice activity in the stream. This event can be returned multiple times if speech starts and stops repeatedly throughout the stream. This event is only sent if voice_activity_events is set to true. SPEECH_ACTIVITY_TIMEOUT (4): This event indicates that the user-set timeout for speech activity begin or end has exceeded. Upon receiving this event, the client is expected to send a half close. Further audio will not be processed.