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cs.SD2026
SCIC: Scope- and Codebook-Aware Instruction Conditioning for Speaker-Adapted Expressive TTS
Longyu Lu, Zongwei Du, Mengtao Xing +4
Long-form live-streaming TTS requires context-dependent prosody and paragraph-level coherence. However, many existing instruction-based TTS systems use global or uniform conditions…
cs.SD2026
Multi-Dimensional Prosody Judgment For Live Streaming Speech Synthesis
Zifan Guan, Longyu Lu, Junan Zhang +3
Evaluating live streaming speech synthesis (TTS) requires assessing fine-grained, highly expressive prosody such as emotion, intonation, and energy which traditional MOS predictors…
cs.SD2026
PACE: A Playback-Aligned Context Engine for LLM-Based Full-Duplex Voice Dialogue
Shibo Wang, Zicheng Zhang, Libo Wang +1
LLM-based full-duplex voice services allow users to speak while the assistant is responding. Because servers can generate output and advance dialogue state faster than clients can…