Class StreamingRecognitionResult (1.13.0)

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

Contains a speech recognition result corresponding to a portion of the audio that is currently being processed or an indication that this is the end of the single requested utterance.

While end-user audio is being processed, Dialogflow sends a series of results. Each result may contain a transcript value. A transcript represents a portion of the utterance. While the recognizer is processing audio, transcript values may be interim values or finalized values. Once a transcript is finalized, the is_final value is set to true and processing continues for the next transcript.

If StreamingDetectIntentRequest.query_input.audio.config.single_utterance was true, and the recognizer has completed processing audio, the message_type value is set to `END_OF_SINGLE_UTTERANCE and the following (last) result contains the last finalized transcript.

The complete end-user utterance is determined by concatenating the finalized transcript values received for the series of results.

In the following example, single utterance is enabled. In the case where single utterance is not enabled, result 7 would not occur.

Num	transcript	message_type	is_final
1	"tube"	TRANSCRIPT	false
2	"to be a"	TRANSCRIPT	false
3	"to be"	TRANSCRIPT	false
4	"to be or not to be"	TRANSCRIPT	true
5	"that's"	TRANSCRIPT	false
6	"that is	TRANSCRIPT	false
7	unset	END_OF_SINGLE_UTTERANCE	unset
8	" that is the question"	TRANSCRIPT	true

Concatenating the finalized transcripts with is_final set to true, the complete utterance becomes "to be or not to be that is the question".

Attributes

Name	Description
message_type	`google.cloud.dialogflowcx_v3beta1.types.StreamingRecognitionResult.MessageType` Type of the result message.
transcript	`str` Transcript text representing the words that the user spoke. Populated if and only if ``message_type`` = ``TRANSCRIPT``.
is_final	`bool` If ``false``, the ``StreamingRecognitionResult`` represents an interim result that may change. If ``true``, the recognizer will not return any further hypotheses about this piece of the audio. May only be populated for ``message_type`` = ``TRANSCRIPT``.
confidence	`float` The Speech confidence between 0.0 and 1.0 for the current portion of audio. A higher number indicates an estimated greater likelihood that the recognized words are correct. The default of 0.0 is a sentinel value indicating that confidence was not set. This field is typically only provided if ``is_final`` is true and you should not rely on it being accurate or even set.
stability	`float` An estimate of the likelihood that the speech recognizer will not change its guess about this interim recognition result: - If the value is unspecified or 0.0, Dialogflow didn't compute the stability. In particular, Dialogflow will only provide stability for ``TRANSCRIPT`` results with ``is_final = false``. - Otherwise, the value is in (0.0, 1.0] where 0.0 means completely unstable and 1.0 means completely stable.
speech_word_info	`Sequence[google.cloud.dialogflowcx_v3beta1.types.SpeechWordInfo]` Word-specific information for the words recognized by Speech in transcript. Populated if and only if ``message_type`` = ``TRANSCRIPT`` and [InputAudioConfig.enable_word_info] is set.
speech_end_offset	`google.protobuf.duration_pb2.Duration` Time offset of the end of this Speech recognition result relative to the beginning of the audio. Only populated for ``message_type`` = ``TRANSCRIPT``.
language_code	`str` Detected language code for the transcript.

Inheritance

builtins.object > proto.message.Message > StreamingRecognitionResult

Classes

MessageType

MessageType(value)

Type of the response message.