# Multilingual Speech Classification on Speech-SIB100

Source: [Multilingual Speech Classification on Speech-SIB100](<https://www.sota2.com/research/sota/multilingual-speech-classification-on-speech-sib100>)

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

Data updated: 2026-03-18T09:04:13.927Z

Evaluation of Multilingual Speech Classification performance using the Speech-SIB100 dataset, measured by Accuracy.

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 | Multilingual Speech Classification |
| Dataset (including any stated split) | Speech-SIB100 Speech -\> Text |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/multilingual-speech-classification-on-speech-sib100.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Spectrum | 82.59 | Not recorded | 69ba31910636e5bf4afc0894 |

### Spectrum

Accuracy: 82.59. Result ID: 69ba6a6f47f34ce924a48668.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31910636e5bf4afc0894.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ba31910636e5bf4afc0894.md>)

Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction.

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