Data augmentation techniques for image data and audio data (eg speech recognition) have proven successful and are now common.
Are there libraries or techniques for augmenting text data?
in: 'How are you?'
out: ['how are you?', 'HOW ARE YOU?', 'hwo are y ou?', 'How're you?', 'how r u', ...]