Vandana Malayil (a.k.a Vandana Rajan)'s Projects
Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM
Submission to the Affective Behavior Analysis in-the-wild (ABAW) 2020 competition.
Tensorflow implementation of Adversarial Autoencoders
Keras Implementation of adverserial autoencoder (AAE)
codes for: Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
Implementation of ConflictNET: End-to-End Learning for Speech-Based Conflict Intensity Estimation - IEEE Signal Processing Letters
Programming Assignment for Coursera Machine Learning Course
An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.
Public facing deeplift repo
Blog posts and tutorials for learning the nuances of DL
Deep Learning under Privileged Information Using Heteroscedastic Dropout (CVPR 2018, Official Repo)
Dynamic Image Networks for Action Recognition
Understanding emotions with Neural Networks (Python, Scikit-Learn, Keras) and the Ravdess dataset: 95% accuracy on the training set and 92% on the test set.
ICIP 2019: Frame Attention Networks for Facial Expression Recognition in Videos
End-to-End Speech Processing Toolkit
🚀 😏 Near Real Time CPU Face detection using deep learning
Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018
Must-read papers on graph neural networks (GNN)
Check gradient flow in Pytorch
Hypergraph Neural Networks (AAAI 2019)