Run as following from code/:
import pspeech
(vocab,tf) = pspeech.read_corpus() # read in collection and count tf
weights = pspeech.tfidf(tf) # get the TD*IDF weights
topWords = pspeech.get_tags(vocab, weights, 0) # get top 20 words for Obama's Acceptance Speech
print topWords