by kseniaskriptchenko | Sep 19, 2023 | AI
Self-supervised learning (SSL) has ushered in a new era of advancements across diverse domains, including computer vision, natural language processing, and speech processing. By harnessing the power of vast amounts of unlabeled data, SSL techniques have unlocked...
by kseniaskriptchenko | Mar 6, 2023 | AI
Artificial Intelligence (AI) is transforming industries and businesses worldwide, revolutionizing everything from healthcare facilities to newsrooms. One of the key components of AI that is often overlooked is labeled data. It is the foundation of AI and machine...
by kseniaskriptchenko | Dec 30, 2022 | AI, BIAS, Diversity
Based on an interview with Carlos Amaral, Co-Founder and CEO of Priberam Many industries, especially the media, are enthusiastic about using machine learning (ML) to enhance the analysis of large datasets. Annotated data is essential for machine learning and...
by kseniaskriptchenko | May 26, 2022 | AI, News, HLT
Machine learning requires large quantities of labeled training data (for more insights, read more in this post). That means, in order to reach acceptable performance, current speech recognition systems training demands thousands of hours of transcribed speech. For...
by kseniaskriptchenko | Mar 1, 2022 | AI, Diversity, News, HLT
Diversity is becoming the new norm according to the German Zukunftsinstitut in its megatrend survey. Megatrends are said to last for at least a decade which means – the topic will stick with us into the 2030s. But let’s start with the basics: what is...
