autointent.generation.utterances#

Generative methods for enriching dataset with synthetic samples.

Classes#

CriticHumanLike

A simple critic class that classifies user utterances as either 'human' or 'generated'.

HumanUtteranceGenerator

Generator of human-like utterances.

DatasetBalancer

Balance dataset's classes distribution.

UtteranceGenerator

Basic generation of new utterances from existing ones.

IncrementalUtteranceEvolver

Incremental evolutionary strategy to augmenting utterances.

UtteranceEvolver

Evolutionary strategy to augmenting utterances.