public final class
AudioClassifier
Performs audio classification on audio clips or audio stream.
This API expects a TFLite model with mandatory TFLite Model Metadata that contains the mandatory AudioProperties of the solo input audio tensor and the optional (but recommended) label items as AssociatedFiles with type TENSOR_AXIS_LABELS per output classification tensor.
Input tensor: (kTfLiteFloat32)
- input audio buffer of size `[batch * samples]`.
- batch inference is not supported (`batch` is required to be 1).
- for multi-channel models, the channels need be interleaved.
At least one output tensor with: (kTfLiteFloat32)
- `[1 x N]` array with `N` represents the number of categories.
- optional (but recommended) label items as AssociatedFiles with type TENSOR_AXIS_LABELS, containing one label per line. The first such AssociatedFile (if any) is used to fill the `category_name` field of the results. The `display_name` field is filled from the AssociatedFile (if any) whose locale matches the `display_names_locale` field of the `AudioClassifierOptions` used at creation time ("en" by default, i.e. English). If none of these are available, only the `index` field of the results will be filled.
Nested Classes
class | AudioClassifier.AudioClassifierOptions | Options for setting up and AudioClassifier . |
Public Methods
AudioClassifierResult | |
void |
classifyAsync(AudioData audioBlock, long timestampMs)
|
static AudioClassifier |
createFromBuffer(Context context, ByteBuffer modelBuffer)
Creates an
AudioClassifier instance from a model buffer and default AudioClassifier.AudioClassifierOptions . |
static AudioClassifier |
createFromFile(Context context, String modelPath)
Creates an
AudioClassifier instance from a model file and default AudioClassifier.AudioClassifierOptions . |
static AudioClassifier |
createFromFile(Context context, File modelFile)
Creates an
AudioClassifier instance from a model file and default AudioClassifier.AudioClassifierOptions . |
static AudioClassifier |
createFromOptions(Context context, AudioClassifier.AudioClassifierOptions options)
Creates an
AudioClassifier instance from an AudioClassifier.AudioClassifierOptions instance. |