from an article on DZone: Introduction to Synthetic Agents: Speech Recognition - Part 1

Technically, speech recognition extracts the words that are spoken whereas voice recognition identifies the voice that is speaking. Speech recognition is "what someone said" and voice recognition is "who said it". The underlying technologies do overlap but they serve very different purposes.