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 | 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...
by kseniaskriptchenko | Jul 20, 2021 | News, HLT
Making “sense” of speech with Curriculum Learning Methods Humans need about two decades to be trained as fully functional adults of our society. Quite some time and still pretty fast in contrast to where we are, if we want to copy the learning curve from a human to a...
