Revealing the most Significant Deterioration Factors in Single Candidate Synthetic Speech

نویسندگان

  • Daniel Tihelka
  • Jindřich Matoušek
چکیده

The paper focuses on revealing the factors that cause the deterioration of the naturalness of synthetic speech. Modified listening tests are used for this task, as we also need to determine the impact of each considered factor. Synthetic speech generated by the single candidate version of our TTS was examined with the use of modified listening tests, and the most prominent deterioration factors were evaluated on two corpora. The most significant factor turned out to be the extensive modification of units, followed by segmentation inaccuracy and spectral discontinuities. However, the last two were not so significant. Listening tests described in this paper can be used not only for testing single candidate TTS systems, but also for testing other types of TTS. In fact, what is required to test depends only on the definition of the set of factors.

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تاریخ انتشار 2005