SpeechParaling-Bench (Chinese) - Paralanguage Control: leaderboard
Metric: Pairwise score (%) on the paralanguage control task (repeat a sentence with specified vocal features or an abstract style), Chinese subset: a Gemini 3 Pro judge compares each spoken response with the fixed baseline's (Doubao Realtime Voice; ties count half), and the baseline's own row is its strength-weighted average against the candidates (the paper's Eq. 3); higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Doubao Realtime Voice Model | 71.86 |
| 2 | GPT Audio (2025-08-28) | 35.57 |
| 3 | Gemini 2.5 Flash Audio | 29.64 |
| 4 | Qwen3-Omni-Flash-2025-12-01 | 14.16 |
| 5 | Qwen3-Omni-Realtime | 4.72 |
Interactive version: theaggregate.ai/benchmark?slug=speechparaling-bench-chinese-paralanguage-control · How It Works · Data refreshed daily, snapshot 2026-10-07.