A Decision Tree Based Approach for Construction of Speech Database and Unit Selection

A CART based unit pre-selection algorithm, which is to select the most representative units from the original speech corpus to reduce the footprint of the units inventory, and a unit selection algorithm with low complexity are described in this paper. Based on these two algorithms, an embedded Chinese TTS system is implemented on mobile device. The experiments show that this system can produce speech with high intelligibility and naturalness.