Below is a list of software that has been developed with the MUSCLE project. It is sorted by type of software and by whether it is proprietary or available under a GNU or similar license. For proprietary software, please contact the person listed on the linked webpage about the terms of obtaining and using the software.

Video and Image

Software available under a GNU or similar license

• RAVL: Recognition and Vision Library - on SourceForge, Terms of Use (CVSSP, Univ of Surrey)
• 2D Motion Estimation (IRISA)
• Real-time Human Frontal Face Detection in Video -Terms of Use (Bilkent University)
• Offline Eye Localization -Terms of Use (Bilkent University, UPC)
• Character Location Identification in Images -Terms of Use (Bilkent University)
• Scale Invariant Edge and Ridge Tokens (ICCS-NTUA)
• GAC++: a Toolbox for PDE-based Image Processing (ICCS-NTUA)
  

Webservice

• Prague Texture Segmentation Data Generator and Benchmark (Institute of Information Theory and Automation, Prague)

Proprietary software

• Fire and Smoke Detection Software - Terms of Use (Bilkent University)
• BilVideo - a video database management system (Bilkent University)
• eMotion - Emotion Recognition Software (University of Amsterdam)
• BTF Compression and Synthesis Toolbox (Institute of Information Theory and Automation, Prague)
• Roller - fast sampling-based texture synthesis algorithm (Institute of Information Theory and Automation, Prague)
• Fast Synthesis of Dynamic Colour Textures (Institute of Information Theory and Automation, Prague)
• Image Copy Retrieval System and Video Copy Viewer (INRIA IMEDIA)
  

Music

Software available under a GNU or similar license

• RP_extract Music Feature Extractor (TU Vienna - IFS)
• GenChords - Automatic Chord Detection (TU Vienna - IFS)
• Music Audio Segmentation Tool (TU Vienna - IFS)
• Bayesian Extensions to Non-negative Matrix Factorisation for Audio Signal Modelling (University of Cambridge)
• Multi-Object Tracking of Sinusoidal Components in Audio (University of Cambridge)
• Sound description Toolbox (Aristotle University of Thessaloniki)

Webservice

• Audio Feature Extraction Web Service (TU Vienna - IFS)
  

Proprietary software

• Aria - dynamics enhancement (CNR-ISTI)
• WinSnoori Speech Analysis Software (INRIA-Parole)
  

Text

Software available under a GNU or similar license

• SOMLib digital library system  (TU Vienna-IFS)
• Text Clustering Toolkit (University College Dublin)

Webservice

• X-Similarity: Computing Semantic Similarity between Concepts from Different Ontologies (TSI-TUC)
  

Multi-modal

Proprietary software

• Speaker clustering based on Gaussian mixture modeling (Aristotle University of Thessaloniki), freely distributed MATLAB executable for the MUSCLE community.
• Visual Dialogue Detection Module (Aristotle University of Thessaloniki), freely distributed DLL for the MUSCLE community.
• Visual Speech Recognition Module (Aristotle University of Thessaloniki), freely distributed DLL for the MUSCLE community.

Webservice

• 4M Infrastructure - MultiMedia Metadata Management (ISTI-CNR)
  

Machine Learning

Software available under a GNU or similar license

• CACM: Case Acquisition and Case Mining of 2D Shapes (IBAI)
• KerMet-Tools: Kernel Method MATLAB Tools (University of Freiburg)
• LIBSVMTL: a Support Vector Machine Template Library (University of Freiburg)
• MACHAON: Clustering and Validation Environment (Trinity College Dublin)
• FSToolbox - feature selection toolbox (Institute of Information Theory and Automation, Prague)

Other Software

Software available under a GNU or similar license

• Write-Chat software (description) -Terms of Use (Bilkent)