# Dialogue voice design on 40 multi-turn dialogues

Source: [Dialogue voice design on 40 multi-turn dialogues](<https://www.sota2.com/research/sota/dialogue-voice-design-on-40-multi-turn-dialogues>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-04-10T09:32:12.688Z

Evaluation of dialogue voice design performance using the 40 multi-turn dialogues dataset, measured by SIM, Context Coherence, and MOS.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Dialogue voice design |
| Dataset (including any stated split) | 40 multi-turn dialogues |
| Metric | SIM |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [SIM](<https://www.sota2.com/research/sota/dialogue-voice-design-on-40-multi-turn-dialogues.md?metric=SIM>): Higher is better; unit: PERCENT.

- [Context Coherence](<https://www.sota2.com/research/sota/dialogue-voice-design-on-40-multi-turn-dialogues.md?metric=Context%20Coherence>): Higher is better; unit: SCALAR.

- [MOS](<https://www.sota2.com/research/sota/dialogue-voice-design-on-40-multi-turn-dialogues.md?metric=MOS>): Higher is better; unit: SCALAR.

## Recorded results

| Method | SIM | Result date | Report paper |
| --- | --- | --- | --- |
| CapTalk | 80.8 | Not recorded | 69d8843a7d0172140ec77c00 |
| Fish Speech S2 Pro | 80.6 | Not recorded | 69d8843a7d0172140ec77c00 |

### CapTalk

SIM: 80.8. Result ID: 69d8c39347f34ce924c1ff82.

[Reporting paper](<https://www.sota2.com/research/paper/69d8843a7d0172140ec77c00.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d8843a7d0172140ec77c00.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Fish Speech S2 Pro

SIM: 80.6. Result ID: 69d8c39347f34ce924c1ff81.

[Reporting paper](<https://www.sota2.com/research/paper/69d8843a7d0172140ec77c00.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b0f6e92d603e6de3e45b93.md>)

[Implementation](<https://github.com/fishaudio/fish-speech>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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