Research Area: | Speech Synthesis | Year: | 2010 | ||||
Type of Publication: | In Proceedings | Keywords: | speech synthesis, speaker specific phrase breaks, semi supervised learning | ||||
Authors: | Kishore S. Prahallad, Veera Raghavendra Elluru, A. W. Black | ||||||
Abstract: | |||||||
The objective of this paper is to investigate whether prosodic
phrase breaks are specific to a speaker, and if so, propose a
mechanism of learning speaker-specific phrase breaks from the
speech database. Another equally important aspect dealt in this
work is to demonstrate the usefulness of these speaker-specific
phrase breaks for a text-to-speech system. Experiments are carried
out on two different English voices as well as on a Telugu
voice, and it is shown that speaker-specific phrase breaks improves
duration as well as spectral quality of synthetic speech. |
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Digital version |