Author

Wei Deng

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Open access Aug 2026

Dynamic survival prediction using longitudinal AGR in unresectable locally advanced esophageal squamous cell carcinoma

Background Immune checkpoint inhibitor (ICI)-based induction therapy followed by definitive radiotherapy has emerged as a promising treatment strategy for patients with unresectable locally advanced esophageal squamous cell carcinoma (LA-ESCC). However, many patients still experience disease progression and poor clinic...

F. Du, Wei Deng, Yanjie Xiao et al. · Frontiers in Immunology · 0 citations

#artificial intelligence Preprint Sep 2026

JoyAI-Voice 2.0: A Full-Continuous Autoregressive Speech Generation Model with Semantic-Acoustic Joint Representation

We present JoyAI-Voice~2.0, an end-to-end anthropomorphic speech generation model built upon a fully continuous, dual-encoder architecture. Raw speech is encoded into continuous latents and partitioned into patches. Each patch is decomposed by a semantic-acoustic dual encoder into a semantically purified representation...

Ya-Feng Chen, Bo-Yan Dong, Yan-Kun Huang et al. · 0 citations

Preprint Aug 2026

JoyAI-Talker: Full-Duplex Speech Interactive Large Model Built for Empathetic Voice Agents

We present JoyAI-Talker, a full-duplex speech dialogue system that delivers robust foundation model capabilities while empowering empathetic interaction and voice agent intelligence. JoyAI-Talker adopts a modular Thinker-Talker architecture and further implements a unified speech-text joint training pipeline to mitigat...

Yinhao Bai, Jinming Chen, Yafeng Chen et al. · 1 citation