Incremental FastPitch: Chunk-based High Quality Text to Speech

no code implementations • 3 Jan 2024 • Muyang Du, Chuan Liu, Junjie Lai

Parallel text-to-speech models have been widely applied for real-time speech synthesis, and they offer more controllability and a much faster synthesis process compared with conventional auto-regressive models.

Speech Synthesis

Efficient Incremental Text-to-Speech on GPUs

no code implementations • 25 Nov 2022 • Muyang Du, Chuan Liu, Jiaxing Qi, Junjie Lai

Incremental text-to-speech, also known as streaming TTS, has been increasingly applied to online speech applications that require ultra-low response latency to provide an optimal user experience.

Speech Synthesis

Dynamic Normalization

no code implementations • 15 Jan 2021 • Chuan Liu, Yi Gao, Jiancheng Lv

It allows the network to use a higher learning rate and speed up training.