Festival

The Festival Speech Synthesis System, developed primarily at the Centre for Speech Technology Research (CSTR) at the University of Edinburgh, remains a cornerstone of non-neural speech synthesis architecture in 2026. Architecturally, it is written in C++ and uses the Edinburgh Speech Tools library, providing a highly modular framework for building speech synthesis systems. It features a command-line interpreter based on the SIOD (Scheme In One Defun) dialect of Lisp, allowing for runtime scripting and complex linguistic modeling. While modern neural TTS systems often prioritize naturalness, Festival's 2026 market position is solidified by its transparency, low computational overhead, and suitability for embedded systems where GPU acceleration is unavailable. It supports various synthesis methods including diphone, unit selection, and HTS (HMM-based) synthesis via external modules. Its extensibility allows researchers to manipulate prosody, duration, and intonation at a granular level, making it the preferred choice for academic environments and highly specialized industrial applications requiring deterministic output rather than probabilistic black-box generation.