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Zhi-Wei Lin

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Preprint Aug 2026

TurnFSM for Full-Duplex Dialogue System: Internalizing State-Machine Logic for Streaming Semantic Voice Activity Detection and Utterance-Level Rejection

This work proposes TurnFSM, an LLM-based state prediction framework that internalizes turn control as explicit finite-state transitions, unifying streaming semantic VAD and utterance-level rejection, and introduces a first-order state transition mechanism that enforces the dependency on only the previous state during t...

Zhi-Wei Lin, Tian-Jiao Du, Qiao-Chu Huang et al. · 2 citations
Jul 2026

Video = World + Event Stream

We present Wan-Streamer v0.3, which reframes our native-streaming interaction model under a single organizing view: a video is a world plus an event stream. The world is the persistent context in which a video unfolds, including the environment, scene, subjects, ambient acoustic conditions, voice characteristics, and o...

Lianghua Huang, Zhigang Wu, Yupeng Shi et al. · 2 citations
Preprint Aug 2026

Diff-Symbo: Text-Controlled Long-Duration Symbolic Music Generation Using Autoregressive Latent Diffusion Model

Diff-Symbo is presented, an innovative method that uses latent diffusion model (LDM) to generate high-quality, diverse and long-duration symbolic music and improves the duration and the compositional consistency of music generation through an autoregressive approach.

Zhi-Wei Lin, Jun Chen, Bo-Shi Tang et al. · 0 citations

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