Class: VADModule
Defined in: packages/react-native-executorch/src/modules/natural_language_processing/VADModule.ts:13
Module for Voice Activity Detection (VAD) functionalities.
Extends
BaseModule
Constructors
Constructor
new VADModule():
VADModule
Returns
VADModule
Inherited from
BaseModule.constructor
Properties
nativeModule
nativeModule:
any=null
Defined in: packages/react-native-executorch/src/modules/BaseModule.ts:8
Native module instance
Inherited from
BaseModule.nativeModule
Methods
delete()
delete():
void
Defined in: packages/react-native-executorch/src/modules/BaseModule.ts:41
Unloads the model from memory.
Returns
void
Inherited from
BaseModule.delete
forward()
forward(
waveform):Promise<Segment[]>
Defined in: packages/react-native-executorch/src/modules/natural_language_processing/VADModule.ts:44
Executes the model's forward pass, where waveform is a Float32Array representing the audio signal (16kHz).
Parameters
waveform
Float32Array
The input audio waveform as a Float32Array. It must represent a mono audio signal sampled at 16kHz.
Returns
Promise<Segment[]>
A promise resolving to an array of detected speech segments.
forwardET()
protectedforwardET(inputTensor):Promise<TensorPtr[]>
Defined in: packages/react-native-executorch/src/modules/BaseModule.ts:23
Runs the model's forward method with the given input tensors. It returns the output tensors that mimic the structure of output from ExecuTorch.
Parameters
inputTensor
Array of input tensors.
Returns
Promise<TensorPtr[]>
Array of output tensors.
Inherited from
BaseModule.forwardET
getInputShape()
getInputShape(
methodName,index):Promise<number[]>
Defined in: packages/react-native-executorch/src/modules/BaseModule.ts:34
Gets the input shape for a given method and index.
Parameters
methodName
string
method name
index
number
index of the argument which shape is requested
Returns
Promise<number[]>
The input shape as an array of numbers.
Inherited from
BaseModule.getInputShape
load()
load(
model,onDownloadProgressCallback):Promise<void>
Defined in: packages/react-native-executorch/src/modules/natural_language_processing/VADModule.ts:21
Loads the model, where modelSource is a string that specifies the location of the model binary.
To track the download progress, supply a callback function onDownloadProgressCallback.
Parameters
model
Object containing modelSource.
modelSource
onDownloadProgressCallback
(progress) => void
Optional callback to monitor download progress.
Returns
Promise<void>
Overrides
BaseModule.load