Changed to OPF and callback audio #2
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Completely changed the file. Made the audio to be a callback. Took only the first bin as a stream of scalars to feed into an OPF model. This opposed to taking the whole FFT vector and feeding directly into a temporal pooler. Added anomaly and likelihood computations, and plotted them.
changed style
To reflect that it no longer uses the tp distinctive
The main file has changed and now uses an OPF model. It also changed the way of receiving audio, it now uses a callback non blocking method with pyaudio. The name of the main file changed be fit these changes.
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@rhyolight
Major changes to this script:
Previously worked creating a TP, now it uses an OPF getting predictions, anomalies and likelihoods.
Much like the nupic.critic and the cpu examples, with the addition of a stable and reliable audio stream, using a callback mode.
Added a model_params file.
Changed the name of script from audiostream_tp to only audiostream, to remove the TP reference.
Also changed slightly how the plot works, by using the TkAgg backend, this made it more stable and not crash when trying to stop the execution.
All other additions and/or considerations where added to the readme.