Oleksii Kuchaiev

Oleksii Kuchaiev is a senior applied scientist in the NVIDIA AI Applications group. His primary research focus is deep learning for speech recognition and natural language processing. Prior to NVIDIA, he worked in applied research roles at Apple and Microsoft. Oleksii holds a Ph.D. in information and computer science from University of California, Irvine.

Posts by Oleksii Kuchaiev

Technical Walkthrough 0

Accelerating Conversational AI Research with New Cutting-Edge Neural Networks and Features from NeMo 1.0

The 1.0 update brings significant architectural, code quality, and documentation improvements as well as a plethora of new state-of-the-art neural networks and pretrained checkpoints in several languages. 9 MIN READ
Technical Walkthrough 0

Jump-start Training for Speech Recognition Models in Different Languages with NVIDIA NeMo

Transfer learning is an important machine learning technique that uses a model's knowledge of one task to make it perform better on another. Fine-tuning is one… 11 MIN READ
Technical Walkthrough 0

Mixed Precision Training for NLP and Speech Recognition with OpenSeq2Seq

The success of neural networks thus far has been built on bigger datasets, better theoretical models, and reduced training time. Sequential models… 11 MIN READ