Hi! My name is Varun and I work on deep learning pipelines.

मेरा नाम वरुण है और मैं डीप लर्नींग पाइपलाइन्स पे काम करता हूं।
Transliteration → Mera naam Varun hai aur me Deep Learning pipelines pe kaam karta hun.
Meet my friend M.K. Gandhi speaking on my behalf in Prime Minister Narendra Modi's voice.

I am a Master’s Student at NYU, Courant studying Computer Science. My interests lie in the following fields:

Computer Vision: Face detection, Face embeddings, 3D Face reconstructions, Anomaly detection, Object tracking, Crowd density estimation, Monocular depth estimation, Anchorless object detection pipelines

Natural Language Processing: Text Classification, Word embeddings, Semantic similarity, Data filtering based on training dynamics, Translation, Transliteration, Grammar construction and syntax validation

Speech: Automatic Speech Recognition, Text to Speech, Speech embeddings, Filtering data based on speech embeddings.

You can find my writing samples here.

Project Hightlights

Tacotron 2 + Wavernn + First Order Motion Model for Image Animation

Tacotron2 + Wavernn sample

Listen to the sample:

3D Face reconstruction

Reference: faces

Reconstruction: faces

Anomaly Detection

Paper

Face detection and tracking