Deepfake audio as a data augmentation technique for training automatic speech to text transcription models

Alexandre R. Ferreira, Cláudio E. C. Campelo

To train transcriptor models that produce robust results, a large and diverse labeled dataset is required. Finding such data with the necessary characteristics is a challenging tas…