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Author

Wei Wang

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Preprint Sep 2026

The VoiceMOS Challenge 2026: Evaluating Speech Enhancement, Emotional TTS and Accented TTS Systems

We present the results of the VoiceMOS Challenge 2026, the fifth edition of a scientific challenge on automatic prediction of subjective speech assessments. After expanding the scope to music and general audio in 2025, we refocused the evaluation target on speech and organized three tracks: prediction of absolute and c...

Wen-Chin Huang, Wei Wang, Marvin Sach et al. · 0 citations
Preprint Sep 2026

Beyond Uniform Subspaces: Spectrum-Aware and Depth-Adaptive Fusion for Multi-Task Model Merging

Model merging aims to consolidate multiple task-specific models without access to extra training process. However, existing subspace-based methods largely rely on a uniform treatment of task updates, overlooking their intrinsic spectral and depth-wise heterogeneity. We identify two key deviations from this assumption:...

Ru-Xi Gu, Zi-Le Wang, Wei Wang · 0 citations
Preprint Aug 2026

Luna-TTS Family Technical Report

Luna-TTS Family, diffusion-language-model-based TTS systems pretrained on 1 million hours of speech across Chinese, English, Japanese, and Korean are proposed, which achieves the best results on most objective, model-based, and human-rated metrics for NVV and emotion control.

Feng Yin, Shuai Shi, Junjie Zheng et al. · 1 citation

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