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Next comes the crucial stage of **feature extraction**. This is where the system analyzes the audio signal to identify unique characteristics of the spoken words. These characteristics are known as acoustic features, and they can include things like the frequencies of the sounds, the timing of the words, and the intensity of the speech. The system uses these acoustic features to create a mathematical representation of the speech, which is then used for the next stage.
