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ProsodyConfig

Bases: ModelConfigBase[ProsodyConfig]

Configuration for the speech prosody model.

Parameters:

Name Type Description Default
granularity Optional[str]

The granularity at which to generate predictions. Accepted values are word, sentence, utterance, or conversational_turn. The default is utterance. utterance corresponds to a natural pause or break in conversation conversational_turn corresponds to a change in speaker. This configuration is only available for the batch API.

 None
identify_speakers Optional[bool]

Whether to return identifiers for speakers over time. If true, unique identifiers will be assigned to spoken words to differentiate different speakers. If false, all speakers will be tagged with an "unknown" ID. This configuration is only available for the batch API.

 None
window Optional[Dict[str, float]]

Sliding window used to chunk audio. This dictionary input takes two entries: length and step representing the width of the window in seconds and the step size in seconds. This configuration is only available for the batch API.

 None
Source code in hume/models/config/prosody_config.py 
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@dataclass
class ProsodyConfig(ModelConfigBase["ProsodyConfig"]):
    """Configuration for the speech prosody model.

    Args:
        granularity (Optional[str]): The granularity at which to generate predictions.
            Accepted values are `word`, `sentence`, `utterance`, or `conversational_turn`.
            The default is `utterance`.
            `utterance` corresponds to a natural pause or break in conversation
            `conversational_turn` corresponds to a change in speaker.
            This configuration is only available for the batch API.
        identify_speakers (Optional[bool]): Whether to return identifiers for speakers over time. If true,
            unique identifiers will be assigned to spoken words to differentiate different speakers. If false,
            all speakers will be tagged with an "unknown" ID.
            This configuration is only available for the batch API.
        window (Optional[Dict[str, float]]): Sliding window used to chunk audio.
            This dictionary input takes two entries: `length` and `step` representing
            the width of the window in seconds and the step size in seconds.
            This configuration is only available for the batch API.
    """

    identify_speakers: Optional[bool] = None
    granularity: Optional[str] = None
    window: Optional[Dict[str, float]] = None

    @classmethod
    def get_model_type(cls) -> ModelType:
        """Get the configuration model type.

        Returns:
            ModelType: Model type.
        """
        return ModelType.PROSODY

get_model_type() classmethod

Get the configuration model type.

Returns:

Name Type Description
ModelType ModelType

Model type.
Source code in hume/models/config/prosody_config.py 
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@classmethod
def get_model_type(cls) -> ModelType:
    """Get the configuration model type.

    Returns:
        ModelType: Model type.
    """
    return ModelType.PROSODY