2 papers
eess.AS2026
Beyond Token Revision: Investigating Mask-and-Replace Diffusion for Zero-Shot Text-to-Speech
Hounsu Kim, Joonyong Park, Yuki Saito +2
Unlike autoregressive models, discrete diffusion-based models for zero-shot text-to-speech generate speech tokens in parallel and can revisit earlier predictions. Mask-and-replace…
cs.CL2026
Context-Aware Subtitle Translation on CPU: Deployment-Driven Training, Evaluation, and Latency Design
Tsz-To Wong, Shyang-En Weng
We study English-to-Traditional-Chinese (Taiwan) subtitle translation for a free browser extension, where the model must run on the viewer's CPU in about 500 ms per subtitle. We tr…