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1. Spoken-Keyword-SpottingSpoken-Keyword-SpottingPublic

   In this repository, we explore using a hybrid system consisting of a Convolutional Neural Network and a Support Vector Machine for Keyword Spotting task.

   Python 107 24

2. Compressed-TransformersCompressed-TransformersPublic

   In this repository, we explore model compression for transformer architectures via quantization. We specifically explore quantization aware training of the linear layers and demonstrate the perform…

   Python 24 2

3. Video-Interpolation-using-Optical-FlowVideo-Interpolation-using-Optical-FlowPublic

   In this repository, we deal with the task of video frame interpolation with estimated optical flow. To estimate the optical flow we use Lucas-Kanade algorithm, Multiscale Lucas-Kanade algorithm (wi…

   Python 36 6

4. Natural-Language-InferenceNatural-Language-InferencePublic

   In this repository, we deal with the task of implementing Natural Language Inferencing (NLI) using the SNLI dataset. Different methods such as SumEmbeddings, BiLSTM, BiGRU, Transformers, and Logist…

   Python 7 2

5. Generative-Image-CompressionGenerative-Image-CompressionPublic

   In this repository, we focus on the compression of images and video (sequence of image frames) using deep generative models and show that they achieve a better performance in compression ratio and …

   Python 9 1

6. Video-Interpolation-using-Deep-Optical-FlowVideo-Interpolation-using-Deep-Optical-FlowPublic

   In this repository, we deal with the task of video frame interpolation with estimated optical flow. To estimate the optical flow we use pre-trained FlowNet2 deep learning model and experiment by fi…

   Python 10 2