A Toolbox for Construction and Analysis of Speech Datasets. (arXiv:2104.04896v3 [eess.AS] UPDATED)

Automatic Speech Recognition and Text-to-Speech systems are primarily trained
in a supervised fashion and require high-quality, accurately labeled speech
datasets. In this work, we examine common problems with speech data and
introduce a toolbox for the construction and interactive error analysis of
speech datasets. The construction tool is based on K\"urzinger et al. work,
and, to the best of our knowledge, the dataset exploration tool is the world's
first open-source tool of this kind. We demonstrate how to apply these …

analysis arxiv construction datasets speech