Browsing Electronics and Communication Engineering by Subject "deep learning"

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Frequency domain gradient visualization for acoustic models

Thakran, Yash; Abrol, Vinayak (Advisor) (IIIT-Delhi, 2023-12-08)

Modeling directly raw waveforms through neural networks for speech processing is gaining more and more attention. Despite its varied success, a question that remains is: what kind of information are such neural networks ...
Malware detection through behavioral analysis

Anand, Mrinal; Buduru, Arun Balaji (Advisor) (IIIT-Delhi, 2023-11-29)

As the usage of Android mobile devices has increased rapidly, so has the occurrence of Android malware. To mitigate the risk posed by Android malware, it is important to develop effective detection techniques. In this ...
Neural network-aided channel estimation for hybrid beamforming in mm wave massive mimo systems: an interim report

Gulati, Anurag; Darak, Sumit Jagdish (Advisor) (IIIT-Delhi, 2023-11-29)

Millimeter wave (mmWave) massive multiple input multiple output (mMIMO) systems are at the core of fifth-generation (5G) and beyond-fifth-generation (B5G) technologies due to their ability to support error-free communication ...

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