Blogs on speech models » Lamarr Institute

00 Blog Beitragsbild LLM or not - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

LLM or Not: Finding the Right AI Solution for Your Business

Jannis Spiekermann,

20. November 2024

Does your use case really need the power of an LLM, or could traditional machine learning offer a better, more efficient solution? Find out which AI approach suits your business needs....

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BlogResearch

Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions?

Alexander Weber,

30. October 2024

Multilingual instruction-tuning of models pre-trained on Indo-European languages reveals that (semantically) parallel datasets significantly boost cross-lingual capabilities compared to monolingual ones. We introduce new multilingual evaluation resources and datasets for polyglot model training. ...

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BlogApplication

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

Dr. Christoph Schmidt, Joran Poortstra,

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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BlogBasics

Conscious use of Large Language Models: How to avoid biases?

Dr. Anna Lena Emonds, Julia Kaballo,

17. July 2024

Bias in training data of large language models is a problem. Learn to recognize and minimize the effects of unconscious biases to achieve fairer and more diverse results. ...

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BlogBasics

Ethical Use of Training Data: Ensuring Fairness and Data Protection in AI

Thomas Dethmann, Jannis Spiekermann,

03. July 2024

Discover how ethical use of training data minimizes bias, ensures data protection, and fosters trust in Artificial Intelligence....

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BlogBasics

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

Dr. Christoph Schmidt,

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? ...

BlogBasics

Navigating the Evolution of Automatic Speech Recognition (ASR)

Thomas Dethmann, Manas Maurya,

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 Bauckhage ChatGPT Part5 - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogBasics

ChatGPT: A chatbot that can write code?

Prof. Dr. Christian Bauckhage,

24. February 2023

A machine that knows everything and even can program? This very human fantasy now seems to have come true. But is ChatGPT reliable? Our author once again interrogated the language model....

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BlogBasics

ChatGPT: Trying to „Jailbreak“ the Chatbot

Prof. Dr. Christian Bauckhage,

17. February 2023

This week, our author pushes ChatGPT to its limits – still on a quest to find out if the chatbot has self-awareness....