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Question: Many problems can be re-stated as classification tasks. Telling the difference between humans and cats is one. Can you describe how speech recognition is a classification task? Can language translation be stated as classification task? What others can you think of?
Answer (Note That This Is Not the Complete Answer Instead Just a Part of It): Speech recognition can be defined as a classification task. The attribute set of the speech would include properties of the speech such as wavelength, tenor, tone, diction and other such characteristics. The class label shall be a discrete attribute (as for example, the voice of a human being). The classification of the voice happens by mapping the attributes of X to the class label. This is essential in categorization of the voice.
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