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Author

Jiahao Mei

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Preprint Aug 2026

MMAG: A Multi-Control Mixed Audio Generation Benchmark

This work introduces the Multi-control Mixed Audio Generation benchmark, a systematic evaluation protocol that measures acoustic fidelity, speech quality, semantic alignment, and temporal accuracy, and establishes MMAG as a comprehensive benchmark for future research.

Zihao Zheng, Xuenan Xu, Jiahao Mei et al. · 0 citations
Preprint Aug 2026

MiDashengLM-Gen: Unified Audio Scene Generation via LLM-Driven Autoregressive Flow Matching

MiDashengLM-Gen is an end-to-end framework that couples a pre-trained Large Language Model (LLM) with per-token conditional flow matching for autoregressive, variable-length mixed-audio scene generation and drastically improves speech intelligibility over existing unified models.

Xingwei Sun, Heinrich Dinkel, Gang Li et al. · 0 citations

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