← Search

Elena Sokolova

2 accepted papers

2022

Distribution Augmentation for Low-Resource Expressive Text-To-Speech

ICASSP 2022accepted

This paper presents a novel data augmentation technique for text-to-speech (TTS), that allows to generate new (text, audio) training examples without requiring any additional data. Our goal is to in-crease diversity of text conditionings available during training. This helps to reduce overfitting, e…

Cited by 0SourceScholar
2021

Generating Mammography Reports from Multi-view Mammograms with BERT

EMNLP 2021finding

Writing mammography reports can be error-prone and time-consuming for radiologists. In this paper we propose a method to generate mammography reports given four images, corresponding to the four views used in screening mammography. To the best of our knowledge our work represents the first attempt t…

Cited by 3SourcePDFScholar