Glossary

Browse all content in the Glossary category

Glossary

Whisper

OpenAI Whisper is an advanced automatic speech recognition (ASR) system that transcribes spoken language into text, supporting 99 languages, robust to accents and noise, and open-source for versatile AI applications.

10 min read
Glossary

Windowing

Windowing in artificial intelligence refers to processing data in segments or “windows” to analyze sequential information efficiently. Essential in NLP and LLMs, windowing optimizes context handling, resource usage, and model performance for tasks like translation, chatbots, and time series analysis.

8 min read
Glossary

Word Embeddings

Word embeddings are sophisticated representations of words in a continuous vector space, capturing semantic and syntactic relationships for advanced NLP tasks like text classification, machine translation, and sentiment analysis.

5 min read
Glossary

XAI (Explainable AI)

Explainable AI (XAI) is a suite of methods and processes designed to make the outputs of AI models understandable to humans, fostering transparency, interpretability, and accountability in complex machine learning systems.

6 min read
Glossary

XGBoost

XGBoost stands for Extreme Gradient Boosting. It is an optimized distributed gradient boosting library designed for efficient and scalable training of machine learning models, known for its speed, performance, and robust regularization.

2 min read
Glossary

Zero-Shot Learning

Zero-Shot Learning is a method in AI where a model recognizes objects or data categories without having been explicitly trained on those categories, using semantic descriptions or attributes to make inferences. It's especially useful when collecting training data is challenging or impossible.

2 min read