Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data

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 …

MTTR vs. MTBF: What’s the difference?

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 …

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F-VLM: Open-vocabulary object detection upon frozen vision and language models

Posted by Weicheng Kuo and Anelia Angelova, Research Scientists, Google Research Detection is a fundamental vision task that aims to localize and recognize objects in an image. However, the data collection process of manually annotating bounding boxes or instance masks is tedious and costly, which limits the modern detection vocabulary size to roughly 1,000 object …

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AI-powered code suggestions and security scans in Amazon SageMaker notebooks using Amazon CodeWhisperer and Amazon CodeGuru

Amazon SageMaker comes with two options to spin up fully managed notebooks for exploring data and building machine learning (ML) models. The first option is fast start, collaborative notebooks accessible within Amazon SageMaker Studio—a fully integrated development environment (IDE) for machine learning. You can quickly launch notebooks in Studio, easily dial up or down the …

Stability AI releases Stable Animation SDK, a powerful text-to-animation tool for developers

Today Stability AI, the world’s leading open-source artificial intelligence company, releases Stable Animation SDK, a tool designed for artists and developers to implement the most advanced Stable Diffusion models to generate stunning animations. Users can create animations in various ways: through prompts (without images), a source image, or a source video. With Stability AI’s animation …

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How ChatGPT and WhatsApp bot integration can Enhance Customer Engagement

ChatGPT and WhatsApp Bot Integration: The combination of ChatGPT, an AI-powered conversational platform utilizing machine learning and natural language processing, and WhatsApp, a widely-used messaging app with over 2 billion active users globally, has resulted in an innovative solution for customer support. By integrating ChatGPT with WhatsApp Bot, businesses can offer automated customer service through …