Send feedback tflite_support.task.audio.AudioClassifier
Class that performs classification on audio.
tflite_support . task . audio . AudioClassifier ( options : tflite_support . task . audio . AudioClassifierOptions , classifier : _CppAudioClassifier ) -> None
Attributes
required_audio_format Gets the required audio format for the model. required_input_buffer_size Gets the required input buffer size for the model.
Methods classifyView source
classify ( audio : tflite_support . task . audio . TensorAudio ) -> tflite_support . task . processor . ClassificationResult Performs classification on the provided TensorAudio.
Args
audio Tensor audio, used to extract the feature vectors.
Returns classification result.
Raises
ValueError If any of the input arguments is invalid. RuntimeError If failed to run audio classification.
create_audio_recordView source
create_audio_record () -> tflite_support . task . audio . AudioRecord Creates an AudioRecord instance to record audio.
Returns An AudioRecord instance.
create_from_fileView source
@classmethod create_from_file ( file_path : str ) -> 'AudioClassifier' Creates the AudioClassifier object from a TensorFlow Lite model.
Args
file_path Path to the model.
Returns AudioClassifier object that's created from options.
Raises
ValueError If failed to create AudioClassifier object from the provided file such as invalid file. RuntimeError If other types of error occurred.
create_from_optionsView source
@classmethod create_from_options ( options : tflite_support . task . audio . AudioClassifierOptions ) -> 'AudioClassifier' Creates the AudioClassifier object from audio classifier options.
Args
options Options for the audio classifier task.
Returns AudioClassifier object that's created from options.
Raises
ValueError If failed to create AudioClassifier object from AudioClassifierOptions such as missing the model. RuntimeError If other types of error occurred.
View source
create_input_tensor_audio () -> tflite_support . task . audio . TensorAudio Creates a TensorAudio instance to store the audio input.
Returns A TensorAudio instance.
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Last updated 2024-05-08 UTC.
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View source on GitHub