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Generative Adversarial Networks for Speech Technology Applications
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
The deep learning renaissance has enabled the machines to understand the observed data in terms of a hierarchy of representations. This allows the machines to learn complicated nonlinear relationships between the representative ...
Multi-class diagnosis of diabetic retinopathy using deep learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
Diabetic Retinopathy is the main cause of blindness in the modern world. As per
studies, around 40-45% of people suffering from diabetes have DR in their later
stages of life. All the forms of diabetic eye disease have ...
Replay spoof detection using handcrafted features
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
In the past few years, there has been noteworthy demand in the use of Automatic
Speaker Verification (ASV) system for numerous applications. The increased use
of the ASV systems for voice biometrics purpose comes with ...
Wind energy forecasting using recurrent neural networks
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
Wind energy has the potential to meet all our electricity demands and is a cost
effective source of energy. Power operators dealing with the electricity generation
from wind energy often face many problems due to the ...