DSProlog

Version 1.2 / February 2008

DSProlog is an experimental knowledge discovery support environment (KDSE) for knowledge discovery in PCM-data. Also, it may be seen as an integrated development environment (IDE) for design, implementation and test of subsymbolic and symbolic classifier systems for deterministic patterns in PCM-signals (e.g. in audio-signals).

Tools provided by DSProlog cover the following areas:

• interactive classifier system design,
• data mining large PCM-file collections,
• similarity based retrieval of PCM-data,
• spectrographic subsymbolic classifier systems,
• hierarchical symbolic classifier systems,
• template based initialization of classifier systems,
• scientific visualization of PCM-data, classifiers and classifier decisions,
• database access to classifier decisions (SQL supported),
• automated annotation of deterministic events in PCM-signals,
• integrated project management,
• filtering, visualization, browsing and sonification of PCM-data,
• interfacing with ISO-Prolog.

The name DSProlog is a combination of DSP - digital signal processing - and Prolog, a logic programming language created around 1972 by Alain Colmerauer and Philippe Roussel. The idea behind DSProlog is, that classifiers for complex patterns in signals may be represented as expressions in declarative logic and be computed in a similar way than Prolog predicates are. DSProlog is a way to bridge the gap between dense PCM-data and symbolic descriptions of deterministic patterns in the signal.

Example: Creating a symbolic classifier for a sweep

Conditions and License

Currently, the software is provided on the basis of a strict non-commercial research-cooperation agreement. Users will have to take on a little job in order to advance the project. Currently open jobs are: proofreading the manual, creating standardized PCM-data sets (with simple waveform patterns like sweeps and clicks) and testing the software. Please contact Dr. Sebastian Huebner: sebastian@sejona.de

References

1. DSProlog - Quick Reference Manual (Version 1.1)
2. Programming classifier systems in DSProlog - Tutorial (Version 0.0.1)
3. Hübner, S.: Wissensbasierte Modellierung von Audio-Signal-Klassifikatoren. Zur Bioakustik von Tursiops truncatus, Doctoral Thesis, University of Potsdam, 2007.
4. Hübner, S.: Wissensbasierte Modellierung von Klassifikatoren für Zeit-Frequenz-Muster in PCM-Daten, Logos Verlag, Berlin, ISBN 978-3-8325-1596-6, 2007, url:https://www.logos-verlag.de/cgi-bin/engbuchmid?isbn=1596&lng=deu&id=.
5. Hübner, S.: Bioacoustic Classifier System Design as a Knowledge Engineering Problem, Conference contribution at the International Expert Meeting on IT-Based Detection of Bioacoustical Patterns, Vilm, 2007 url:https://www.tierstimmen.org/meeting_vilm2007.

Author

Sebastian Huebner