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followers: 11.0 following: 43.0 repos: 61.0 gists: 1.0

Name: Sutirtha Chakraborty

Type: User

Company: PhD

Bio: Senior Research Engineer (Xperi.Co), Ph.D (Human-Robot Synchronization for Musical Ensemble, Maynooth University), Music Composer

Twitter: sutirthac

Location: Maynooth

Blog: http://musictech.cs.nuim.ie/sutirtha.html

Hi there 👋

I am an final year researcher (pursuing PhD) deeply devoted and highly passionate about science. I strive for excellence and contribution to knowledge. I am a curious person, hungry for knowledge, as my never-ending education demonstrates. Since I started my undergraduate studies, my interests have always turned around Artificial Intelligence and innovative applications especially applied to formal reasoning and the World Wide Web. I am a part-time lecturer and demonstrator, covering both bachelors and masters courses in Computer Science and I am an active member of a team of post-graduated talented individuals working in Music Tech with Artificial Intelligence.

I have several peer-reviewed publications including a journal in Nature. I had been working with signal processing, machine and deep learning techniques, especially with time-series data. Experienced working with hardware and sensors with Arduino and Raspberry Pi. I had been working on pose estimation and finding rhythm from video data. I have created several interfaces for creative music-making.

🧰 Toolbox

If you want to see my portfolio: https://sutirthachakraborty.github.io/Official/

Sutirtha Chakraborty's Projects

actiondetectionforsignlanguage

A practical implementation of sign language estimation using an LSTM NN built on TF Keras.

activenoisecancellation

ai-dance-based-on-human-pose-estimation

Human Pose Estimation using Deep Learning.

aicovergen

A WebUI to create song covers with any RVC v2 trained AI voice from YouTube videos or audio files.

av-se

Deep-Learning-Based Audio-Visual Speech Enhancement and Separation

awesome-audio-visual

A curated list of different papers and datasets in various areas of audio-visual processing

banging-interaction

Banging interaction: A ubimus-design strategy for the musical internet

beat-tracking

Improving beat tracking algorithms with recurrent neural networks.

beat_tracker

Style-specific beat tracking with deep neural networks

best-audio-classification-resources-with-deep-learning

List of articles related to deep learning applied to music

blurfacerealtime

Real time Face Blurring for multiple people

cryptographyresearch

dl-colab-notebooks

Try out deep learning models online on Google Colab

doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

end-to-end-time-series

This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK

firefly_sync

A program that simulates the synchronisation of fireflies based on the Kuramoto model

funny-application

This is a repository to try out funny things.

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

gym-deepline

hackathon_mashup

image-table-ocr

Turn images of tables into CSV data. Detect tables from images and run OCR on the cells.

indrakshidey

ksnn

Code used for evolving solutions of the Kuramoto-Sivashinsky equation with neural networks.

leaderstem

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

matchmidi

mediapipe_face_align

melody-extraction-with-melodic-segnet

The source code of "A Streamlined Encoder/Decoder Architecture for Melody Extraction"

mind-vis

Code base for MinD-Vis

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