djai.model.models.ml.hugging_face.speech_recognition module

DjAI Pre-Trained Hugging Face Speech Recognizer Model class.

class djai.model.models.ml.hugging_face.speech_recognition.PreTrainedHuggingFaceSpeechRecognizer(*args, **kwargs)[source]

Bases: djai.model.models.ml.hugging_face.base.PreTrainedHuggingFaceTransformer

DjAI Pre-Trained Hugging Face Speech Recognizer Model class.

exception DoesNotExist

Bases: djai.model.models.ml.hugging_face.base.PreTrainedHuggingFaceTransformer.DoesNotExist

exception MultipleObjectsReturned

Bases: djai.model.models.ml.hugging_face.base.PreTrainedHuggingFaceTransformer.MultipleObjectsReturned

gradio_ui = Gradio Interface for: _predict ------------------------------ inputs: |-Audio(label="Recorded Speech to Transcribe") outputs: |-Textbox(label="Transcribed Text")
polymorphic_primary_key_name = 'uuid'
polymorphic_super_sub_accessors_replaced = False
predict(speech_or_speeches: Union[numpy.ndarray, str, collections.abc.Sequence[Union[numpy.ndarray, str]]]) → Union[str, List[str]][source]

Recognize Speech(es).

pretrainedhuggingfacetransformer_ptr

Accessor to the related object on the forward side of a one-to-one relation.

In the example:

class Restaurant(Model):
    place = OneToOneField(Place, related_name='restaurant')

Restaurant.place is a ForwardOneToOneDescriptor instance.

pretrainedhuggingfacetransformer_ptr_id