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
The Conversational Distribution Score (CDS) is introduced, which compares distributions of conversational behaviour using human conversations as a reference, and how many minutes and conversations are required before rankings stabilize is examined.
S. Satish, Erica Cooper, Patrícia Schmidtová et al.· 0 citations
In the most data-scarce conditions, ISL-trained models outperform single-pass pseudo-labeling and further approach fully supervised performance, demonstrating that gradient-based ISL is an effective solution to expressive label scarcity in low-resource TTS.
Nicholas Sanders, G. Henter, Simon King et al.· 0 citations
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