4 papers
Faster IndexTTS-2: Accelerating and Streaming Autoregressive Zero-Shot Text-to-Speech Synthesis on GPUs
Muyang Du, Shuang Yu, Junjie Lai
Autoregressive text-to-speech models achieve strong naturalness but suffer from slow inference due to sequential token generation, limiting their deployment in production applicati…
Streaming T5-based Text-to-Speech Synthesis with Limited Lookahead
Muyang Du, Jason Roche, Junjie Lai
Streaming text-to-speech synthesis in cascaded LLM-TTS systems still faces latency challenges as most TTS models require full context before initiating generation. We present S5-TT…
Incremental FastPitch: Chunk-based High Quality Text to Speech
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 conven…
Efficient Incremental Text-to-Speech on GPUs
Muyang Du, Chuan Liu, Jiaxing Qi +1
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 u…