English(EN) Uni-Stream: A Unified Streaming Speech Language Model for Speech Synthesis and Recognition

Uni-Stream模型统一语音合成与识别

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-26 04:00

研究人员开发了Uni-Stream，一种新颖的统一流式语音语言模型，专为语音合成和识别而设计。该模型以流式格式处理交错的语音和文本，旨在通过两阶段训练过程实现与专用模型相当的性能。该研究还引入了一个用于流式训练的数据标注流程，并探索了模型的内部表示，发现语音和文本占据不同的潜在特征空间。 AI

影响这种统一的模型方法可以通过支持单一模型进行语音理解和生成，从而简化实时人机交互。

排序理由该集群描述了一篇详细介绍新模型架构的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

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本文如何被排名

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Newsworthiness bucket: Tool; 该集群描述了一篇详细介绍新模型架构的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
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arXiv cs.AI TIER_1 English(EN) · Xuan Shi, Chang Zeng, Tiantian Feng, Ye Zhang, Jun Liu, Shih-Heng Wang, Lie Lu, Shrikanth Narayanan · 2026-10-26 04:00

Uni-Stream：统一流式语音语言模型，用于语音合成与识别

arXiv:2610.32187v1 Announce Type: cross Abstract: Unified streaming speech language models aim to support speech recognition and synthesis within a single model, enabling real-time human-computer interaction. However, jointly supporting these two directions of speech-text convers…