Displaying 273 resources

Algorithms for manifold learning

The technical report presents popular methods for mapping data into a low-dimensional manifold (nonlinear dimensionality reduction).
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand
Article/Books/eBooks Article/Books/eBooks

An introduction to manifolds

This book provides an introduction to the theory of manifolds in an easy readable way. Key concepts of manifolds, angent spaces and Lie group / Lie algebra are presented.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Video Indexing and Retrieval

This lecture overviews Video Indexing and Retrieval  that has many applications in video description, search,  retrieval and browsing.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Explainable AI

This lecture overviews Explainable AI that has many applications in trustworthy AI systems and autonomous systems.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Music Genre Recognition

This lecture overviews Music Genre Recognition that has many applications in the music industry and in the social/broadcasted media. It covers the following topics in detail: Audio Feature Extraction.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Spectral Signal Analysis

This lecture overviews Spectral Signal Analysis that has many applications in periodicity estimation and acoustic/speech/music/biomedical signa analysis.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand