Sutirtha Chakraborty's repositories
AI-Dance-based-on-Human-Pose-Estimation
Human Pose Estimation using Deep Learning.
awesome-audio-visual
A curated list of different papers and datasets in various areas of audio-visual processing
tensorflow2-generative-models
Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.
sktime
A unified framework for machine learning with time series
public-apis
A collective list of free APIs
ActionDetectionforSignLanguage
A practical implementation of sign language estimation using an LSTM NN built on TF Keras.
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
image-table-ocr
Turn images of tables into CSV data. Detect tables from images and run OCR on the cells.
pyroomacoustics
Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
dl-colab-notebooks
Try out deep learning models online on Google Colab
Python
All Algorithms implemented in Python
TIME-DOMAIN-AUDIO-VISUAL-SPEECH-SEPARATION
Pytorch implementation
beat_tracker
Style-specific beat tracking with deep neural networks
KSNN
Code used for evolving solutions of the Kuramoto-Sivashinsky equation with neural networks.
sheet-midi-sync
Code and data repository for ISMIR 2019 paper: MIDI–SHEET MUSIC ALIGNMENT USING BOOTLEG SCORE SYNTHESIS
Best-Audio-Classification-Resources-with-Deep-learning
List of articles related to deep learning applied to music
SoloLa
Python package for guitar solo transcription considering expression styles