Blogs on Speech Technologies » Lamarr Institute

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Can Stories Help LLMs Reason? A Deep Dive into the Story of Thought (SoT) Framework

11. December 2024

Can storytelling unlock new reasoning powers in AI? Explore how the innovative Story of Thought (SoT) framework uses narratives to enhance LLMs' ability to solve complex, knowledge-intensive problems with greater coherence and depth....

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How Audio Mining, Generative AI, and LLMs Are Transforming Media Archive Searches

16. October 2024

Discover how Fraunhofer IAIS is revolutionizing media archive searches with Audio Mining, Generative AI, and Large Language Models, offering journalists and researchers smarter, more efficient ways to access valuable content....

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Multimodality in Large Language Models – How AI is becoming more humanlike

19. June 2024

Large Language Models have demonstrated impressive capabilities in the last few years. Can we use Multimodality to make them even more powerful and make them think more humanlike? ...

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Live-ASR Software Facilitates Barrier-Free Plenary Sessions in the Saxon State Parliament

22. May 2024

How can we ensure more inclusive politics? The Saxon State Parliament is an example of how a Live-ASR software developed by Fraunhofer IAIS helps to enable barrier-free plenary sessions....

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Navigating the Evolution of Automatic Speech Recognition (ASR)

10. April 2024

Discover the evolution and challenges of Automatic Speech Recognition (ASR) technology, from statistical models to advanced neural networks. Delve into robustness, vocabulary limitations, and hallucinations, unveiling solutions for seamless Human Computer Interaction....

00 Blog Toborek Vanessa Forschung Sentence Allignment - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

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Simplified language for all: How to create a dataset in Simple German

06. December 2023

Machine Learning models are only as diverse as the datasets they are trained on. Learn more about the first publicly available bilingual dataset in German and Simple German language provided by us....

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Let us be clear: Why text simplification matters and what ML can do to help

15. November 2023

Text simplification is the key to written language accessibility. Discover what it entails, who benefits, and its link to readability assessment. Get an overview of ML approaches for automated text simplification....

00 Blog Paass Video Generation mit Sprachmodellen - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

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From word to video: How foundation models can be used to create moving images from text

25. January 2023

Large language models have immense transformation potential. So-called foundation models can now not only capture and generate the meaning of texts and images, but can also be applied to videos....

00 Blog Paass Foundation Modelle als Grundlage von KI Systemen - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Research

Creating coherent texts with language models: Foundation Models as the basis for AI systems

10. August 2022

So-called foundation models are developing rapidly and can already perform qualitatively demanding tasks automatically and view different media simultaneously. This article takes a look behind the scenes of the major language models....