software

Here are some software modules developed in my work which might help the research of others and hopefully serve the idea of research open to everyone along with effortless reproduction and reliable comparability.

1. Perceptual Wavelet Packets, proposed in Stavros Ntalampiras, Ilyas Potamitis, and Nikos Fakotakis, “Exploiting Temporal Feature Integration for Generalized Sound Recognition”, EURASIP Journal on Advances in Signal Processing, Volume 2009 (2009), Article ID 807162, doi:10.1155/2009/807162, (impact factor: 1.012).

2. Cognitive Fault Diagnosis System code is available at http://roveri.faculty.polimi.it/software-and-datasets/ proposed in Cesare Alippi, Stavros Ntalampiras, Manuel Roveri, “A Cognitive Fault Diagnosis System for Distributed Sensor Networks”, IEEE Transactions on Neural Networks and Learning Systems, vol.24, no.8, pp.1213-1226, Aug. 2013.

3. Generation of Integrity Attacks affecting Critical Infrastructures, proposed in Stavros Ntalampiras, “Detection of Integrity Attacks in Cyber-Physical Critical Infrastructures Using Ensemble Modeling”, IEEE Transactions on Industrial Informatics, vol.11, no.1, pp.104-111, Feb. 2015 (impact factor: 8.7).

4. SVM based isolation-by-classification of integrity attacks affecting a smart grid, proposed in Stavros Ntalampiras, "Isolation-by-Classification of Integrity Attacks in Smart Grids".

5. Automatic Identification of Integrity Attacks in Cyber-Physical Systems, proposed for the ARTEMIS project

6. CROSS-MODAL VARIATIONAL INFERENCE FOR MUSICAL TRANSCRIPTION AND GENERATION, https://domkirke.github.io/latent-transcription/

7. A Convolutional Approach to Melody Line Identification in Symbolic Scores, https://limunimi.github.io/Symbolic-Melody-Identification/

8. Adversarial attacks on audio surveillance systems https://drive.google.com/file/d/11XITvp25Uz7dJCaaDTyW1oVad3coR6j0/view?usp=sharing 

9. HMM based depression detection 

https://drive.google.com/file/d/1PlcJMf-TyUz_aLKRZ992iYnoh0QEQP4D/view?usp=sharing 

10. Self supervised learning for mental health assessment

https://drive.google.com/file/d/1GaQ5D05iOiz5A8KGFCDw6OPkEZMjMzxJ/view?usp=sharing