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INTEGRAT Teaches best practices in AI training (example app is Phoneme Recognition)

Home Page: https://www.linkedin.com/in/pnussbaum/

License: GNU General Public License v3.0

C 100.00%
speech phonemes artificial-intelligence artificial-neural-networks classifier codec ai audio c-language machine-learning

integrat-reading-the-mind-of-the-ai-robot's Introduction

  • ๐Ÿ‘‹ Hi, Iโ€™m @prof-nussbaum otherwise known as Paul A. Nussbaum, Ph.D.
  • ๐Ÿ‘€ Iโ€™m interested in Artificial Intelligence, Machine Learning, Pattern Analysis, Explainability, Reading the Robot Mind
  • ๐ŸŒฑ Iโ€™m currently a Deep Learning Institute Ambassador for nVIDIA
  • ๐Ÿ’ž๏ธ Iโ€™m looking to collaborate on extensions to machine learning libraries that allow non-programmers to examine internals of AI models
  • ๐Ÿ“ซ How to reach me: You can make a connection request on LinkedIn here https://www.linkedin.com/in/pnussbaum/

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integrat-reading-the-mind-of-the-ai-robot's Issues

Known limitations of initial uploaded version

The following issues were introduced when I ported the Windows 3.1 version to one that will run on Windows 10 operating systems:

1 - Cursor graphics function not working. In order to speed up the AI, limited user interaction is allowed when calculations are being performed. Instead the cursor was changed from an arrow to a number of different graphic symbols to let the user know what the AI was doing, internally. This function is therefore disabled so that only the usual Windows cursor (the arrow) appears.

2 - LPC not working properly. Linear Predictive Coding algorithm is not working properly. This is evidenced by intermittent appearance of distortions.

3 - The program locks up under certain sequences of saving training data, and then saving different training data. I believe this is due to a sloppy conversion of memory allocation functions that I performed as a part of this Windows 10 upgrade.

Fix memory allocation and deallocation (fix lockups)

3 - The program locks up under certain sequences of saving training data, and then saving different training data. I believe this is due to a sloppy conversion of memory allocation functions that I performed as a part of this Windows 10 upgrade.

Cursor Graphics Feature not working

The following issues were introduced when I ported the Windows 3.1 version to one that will run on Windows 10 operating systems:

1 - Cursor graphics function not working. In order to speed up the AI, limited user interaction is allowed when calculations are being performed. Instead the cursor was changed from an arrow to a number of different graphic symbols to let the user know what the AI was doing, internally. This function is therefore disabled so that only the usual Windows cursor (the arrow) appears.

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