Posts by Abhishek Sawarkar
Technical Walkthrough
Nov 09, 2021
Building Transcription and Entity Recognition Apps Using NVIDIA Riva
Build a web app that can transcribe speech from a live video chat and tag key phrases in the transcript. We also show you how to train an NER model.
19 MIN READ
Technical Walkthrough
Sep 21, 2021
Achieving Noise-Free Audio for Virtual Collaboration and Content Creation Applications
The Maxine Audio Effects SDK enables applications that integrate features such as noise removal and room echo removal.
11 MIN READ
Technical Walkthrough
Jul 20, 2021
Accelerating Inference with Sparsity Using the NVIDIA Ampere Architecture and NVIDIA TensorRT
○ TensorRT is an SDK for high-performance deep learning inference, and TensorRT 8.0 introduces support for sparsity that uses sparse tensor cores on NVIDIA Ampere GPUs. It can accelerate networks by reducing the computation of zeros present in GEMM operations in neural networks. You get a performance gain compared to dense networks by just following the steps in this post.
8 MIN READ
Technical Walkthrough
Jun 30, 2021
Continuously Improving Recommender Systems for Competitive Advantage Using NVIDIA Merlin and MLOps
This posts shares how NVIDIA Merlin components fit into a complete MLOps pipeline to operationalize a recommendation system, and continuously deliver improvements in production.
12 MIN READ
Technical Walkthrough
Jun 08, 2021
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
Nov 11, 2020
Deploying a Natural Language Processing Service on a Kubernetes Cluster with Helm Charts from NVIDIA NGC
Conversational AI solutions such as chatbots are now deployed in the data center, on the cloud, and at the edge to deliver lower latency and high quality of…
12 MIN READ