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alokssingh/README.md

Hey 👋, I'm Alok!

Alok Singh | Twitter Alok's LinkdeIN Alok's Instagram

Hi!

Currently, I am working with Sustainable Finance Group at the University of Oxford as a Research Associate in Machine Learning.

I received my PhD from National Institute of Technology silchar Assam, India. My research interests lie in the areas of multimodal machine learning, automatic video captioning, shot boundary detection and natural language processing. I am fortunate to be advised by Dr. Thoudam Doren Singh and Prof. Sivaji Bandyopadhyay.

Before starting my PhD, I received my master's degree in Computer Science and Engineering from NIT Silchar, India in 2019. During my master's, I invested my valuable time by working on Shot Boundary Detection under the supervision of Dr Dalton Meitei Thounaojam.

Talking about Personal Stuffs/Achievements:

 

Languages and Tools:

Here are some ideas to get you started:

  • 🔭 I’m currently working in building robust system that will able to generate a short description of actions and events in the video.
  • 🌱 I'm interested in enabling machines to learn from multiple modalities of data like text, audio, video and semantics as humans naturally do.

Visits Badge

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  1. RMN-MSR-VTT-Hindi-Video-captioning RMN-MSR-VTT-Hindi-Video-captioning Public

    IJCAI2020: Learning to Discretely Compose Reasoning Module Networks for Video Captioning's performance on Hindi descriptions generation

    Python 4

  2. MSR-VTT-Hindi-video-captioning MSR-VTT-Hindi-video-captioning Public

    This repository contains the MSR-VTT video captioning dataset in Hindi.

    2

  3. Temporal-segmentation-Shot-boundary Temporal-segmentation-Shot-boundary Public

    A novel method for SBD using LBP-HF and Canny edge defference

    MATLAB 4 1

  4. machine_translation machine_translation Public

    Jupyter Notebook

  5. zimmerrol/keras-utility-layer-collection zimmerrol/keras-utility-layer-collection Public

    Collection of custom layers and utility functions for Keras which are missing in the main framework.

    Python 62 15