Blog

Creating conversational interfaces has become increasingly important as businesses look to provide more personalized and efficient customer service. One way to achieve this is by using Natural Language Processing (NLP) and React to build conversational interfaces that can understand and respond to user input naturally. Understanding Natural Language Processing Before we dive into creating conversational …

Read more “Creating Conversational Interfaces with React and Natural Language Processing”

Self-training has been shown to be helpful in addressing data scarcity for many domains, including vision, speech, and language. Specifically, self-training, or pseudo-labeling, labels unsupervised data and adds that to the training pool. In this work, we investigate and use pseudo-labeling for a recently proposed novel setup: joint transcription and translation of speech, which suffers …

Read more “Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data”

Businesses rely every day on various systems and pieces of equipment to keep their operations running smoothly. But all systems inevitably require upkeep. It could be intangible software, like an IT service network that has accumulated enough bugs to break an important feature, sending developers scrambling for a fix. Or it could be a piece …

Read more “MTTR vs. MTBF: What’s the difference?”