ADR Awareness Centre

This lecture overviews Recurrent Neural Networks and Long Short-Term Memory (LSTM) networks that have many applications in signal and video analysis. It covers the following topics in detail: Neural Networks for Sequence Analysis.

Recently, Convolutional Neural Networks (CNNs) have been used for object/target (e.g., face, person, car, pedestrian, road sign) detection with great results.

This lecture overviews Error Analysis in Digital Filters that has many applications in digital signal processing and analysis.

This lecture overviews Music Genre Recognition that has many applications in the music industry and in the social/broadcasted media. It covers the following topics in detail: Audio Feature Extraction. Music Spectrograms. Sound Texture Selection.

This lecture overviews FIR Filter Design that has many applications in digital signal processing and deep neural networks.

This lecture overviews Digital Filter Structures that has many applications in digital signal processing.