Before revision:  A major bottleneck here are theunderlying data-intensive parts that make up such systems, including automatic speech recognition (ASR) systems thatrequire large amounts of labelled data.
After revision:  A major bottleneck here are theunderlying data-intensive parts that make up such systems, including automatic speech recognition (ASR) systems that require large amounts of labelled data.