AudioTransformer class

Inheritance

• Object
• Module
• AudioTransformer

Constructors

AudioTransformer({required int featureDim, required int maxSequenceLength, required int embedSize, required int numClasses, int numLayers = 4, int numHeads = 4})

Properties

classificationHead ↔ Layer

getter/setter pair

embedSize → int

final

featureDim → int

final

featureProjection ↔ Layer

getter/setter pair

hashCode → int

The hash code for this object.

no setter, inherited

maxSequenceLength → int

final

numClasses → int

final

posEmbeddings ↔ Tensor

getter/setter pair

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

transformerEncoder → TransformerEncoder

final

Methods

forward(Tensor audioFeatures, List<Tensor> tracker) → Tensor

Takes input actualSequenceLength, featureDim

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

parameters() → List<Tensor>

override

step(double lr) → void

inherited

toString() → String

A string representation of this object.

inherited

zeroGrad() → void

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited