deep learning

Speech Command Classifier

Can a classifier be as good as a human at classifying speech commands?

deep learning
1360 words/7 min read
A template workflow with stable data trifurcation, custom loader with multi-level augmentation, CNN with variable learning rate and early stopping followed by the last mile decoding of the softmax output, and of course, evaluation.
Using LSTMs Is Easy

Using LSTMs Is Easy

Make your model understand text just as you would read it -- by learning the sequence of words

deep learning
276 words/2 min read
We build a Fake News Detection model using Spacy and Keras LSTM.