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Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation

Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation

Speech segmentation, which splits long speech into short segments, is essential for speech translation (ST).Popular VAD tools like WebRTC VAD 1 have generally relied on pause-based segmentation.Unfortunately, pauses in speech do not necessarily match sentence boundaries, and sentences can be connected by a very short pause that is difficult to …