Data augmentation refers to a set of techniques that modify existing data instances to create new, synthetic samples. These techniques involve applying a range of transformations such as rotation, ...

Georgia Tech researchers Vidya Muthukumar and Eva Dyer are leading a multi-institutional project to develop a theory for data augmentation, aiming to improve the generalization and fairness of AI ...

In the modern workplace, the proliferation of audio data now spans a more diverse range of applications than ever before, bringing with it the need for effective storage and management. Today, the ...