Computer Science Blog
“Strange about learning; the farther I go the more I see that I never knew even existed. A short while ago I foolishly thought I could learn everything – all the knowledge in the world. Now I hope only to be able to know of its existence, and to understand one grain of it. Is… Read more
For my final blog post on apprenticeship patterns, I wanted to discuss my favorite pattern. Software is so pervasive now that anyone can make a working product with little more than superficial knowledge of a language and a framework. This is great motivation to continue, but it may lead one to erroneously believe they are… Read more
After getting a simple machine learning model to recognize spoken digits, I was able to begin the iterative process of improving the model. Using only MFCC’s, the model was failing more than desirable, reaching a maximum of 60% accuracy when using validation data (my own voice, which was not used in training the model). Below… Read more
This week, I managed to prove (to myself, at least) the power of MFCCs in speech recognition. I was quite skeptical that I could get anything to actually recognize speech, despite many sources saying how vital they are to DSP and speech recognition. A tutorial on Tensorflow I found a couple of months ago sparked… Read more
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