Tag: ai/ml

In-context learning with Large Language Models (LLMs) has emerged as a promising avenue of research in Dialog State Tracking (DST). However, the best-performing in-context learning methods involve retrieving and adding similar examples to the prompt, requiring access to labeled training data. Procuring such training data for a wide range of domains and applications is time-consuming, …

Read more “SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking”

While many network admins outsource the management of authoritative domain name system (DNS) infrastructure to a third party like IBM® NS1 Connect®, there is a sizable community of network operators who prefer to dig in and build something themselves. These do it yourself (DIY) authoritative DNS architectures can be cobbled together from various tools. BIND is most …

Read more “How to mitigate the risks of DIY authoritative DNS”

This paper was accepted at the workshop HSCMA at ICASSP 2024. Voice triggering (VT) enables users to activate their devices by just speaking a trigger phrase. A front-end system is typically used to perform speech enhancement and/or separation, and produces multiple enhanced and/or separated signals. Since conventional VT systems take only single-channel audio as input, …

Read more “Multichannel Voice Trigger Detection Based on Transform-average-concatenate”

The financial services industry has been in the process of modernizing its data governance for more than a decade. But as we inch closer to global economic downturn, the need for top-notch governance has become increasingly urgent. How can banks, credit unions, and financial advisors keep up with demanding regulations while battling restricted budgets and …

Read more “6 benefits of data lineage for financial services”

The General Data Protection Regulation (GDPR), the European Union’s landmark data privacy law, took effect in 2018. Yet many organizations still struggle to meet compliance requirements, and EU data protection authorities do not hesitate to hand out penalties. Even the world’s biggest businesses are not free from GDPR woes. Irish regulators hit Meta with a …

Read more “How to implement the General Data Protection Regulation (GDPR)”

NVIDIA, in collaboration with Google, today launched optimizations across all NVIDIA AI platforms for Gemma — Google’s state-of-the-art new lightweight 2 billion– and 7 billion-parameter open language models that can be run anywhere, reducing costs and speeding innovative work for domain-specific use cases. Teams from the companies worked closely together to accelerate the performance of …

Read more “Shining Brighter Together: Google’s Gemma Optimized to Run on NVIDIA GPUs”