Speech and Image Processing Unit

Clustering algorithms

Random Swap (RS) algorithm: rls (0.61)
K-means (KM) algorithm: km (0.53)
Genetic algorithm (GA): ga (0.12)
Split algorithm (SPLIT): split.zip
Split-and-Merge (SM): sm.zip
Agglomerative clustering (PNN): pnn (0.19)
Iterative shrinking (IS): is (0.25)
Fuzzy C-means (FCM): fcm
Self-organizing map (SOM): som (0.03)
Random codebook: cbrand (0.29)
EM algorithm: EM.zip
Analytic Clustering: Analytic.zip
Smart Swap: SmartSwap.jar
Binaries for CS computer: cs-binaries.zip (18.1.12)

Other clustering software

Visualization software 1: Cluster2009.exe
Visualization software 2: Java software
Convertion between TXT <-> CB/TS: cb2txt
Convertion between PA <-> CB: cb2pa (0.13)
MSE error calculation: cberror (0.26)
NN graph creation: cbnn (0.01)
3-d visualization software: cbts3d
Merge-based color image compression: ColorProgression.zip
Modules package: modules.zip
More software: FTP archive

Algorithms description

Clustering software: Description of selected software
Clustering algorithms: Pseudo codes
Clustering algorithms: Overview

CB module:

Documentation of the data types and file structures: cb.txt
Definition of the TS, CB, PA and other data structures: cb.h
Source code (Ansi-C): cb.c

Speech processing:

Preparing DET curve by Matlab: NIST code

Scientific Writing:

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