# Phoneme-level speech decoding on Study 2 CVC Triphones (Pseudowords) 16 folds (LOSO)

Source: [Phoneme-level speech decoding on Study 2 CVC Triphones (Pseudowords) 16 folds (LOSO)](<https://www.sota2.com/research/sota/phoneme-level-speech-decoding-on-study-2-cvc-triphones-pseudowords-16-folds-loso>)

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

Data updated: 2026-04-06T07:35:08.149Z

Evaluation of phoneme-level speech decoding performance using the 16-fold Leave-One-Speaker-Out (LOSO) setup on the Study 2 CVC Triphones dataset, measured using Word Error Rate (WER).

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 | Phoneme-level speech decoding |
| Dataset (including any stated split) | Study 2 CVC Triphones (Pseudowords) 16 folds (LOSO) |
| Metric | WER |
| Unit | PERCENT |
| Direction | Lower 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

- [WER](<https://www.sota2.com/research/sota/phoneme-level-speech-decoding-on-study-2-cvc-triphones-pseudowords-16-folds-loso.md?metric=WER>): Lower is better; unit: PERCENT.

## Recorded results

| Method | WER | Result date | Report paper |
| --- | --- | --- | --- |
| CIPHER | 77.2 | Not recorded | 69d33e0d7d0172140ec736c7 |
| CIPHER | 78 | Not recorded | 69d33e0d7d0172140ec736c7 |

### CIPHER

WER: 77.2. Result ID: 69d3618d47f34ce924bad7cc.

[Reporting paper](<https://www.sota2.com/research/paper/69d33e0d7d0172140ec736c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d33e0d7d0172140ec736c7.md>)

Recorded evaluation configuration: {"Feature":"DDA","Eval":"Study 2 LOSO","Folds":"16","Samples":"616"}. This record does not assert independent reproduction.

### CIPHER

WER: 78. Result ID: 69d3618d47f34ce924bad7cb.

[Reporting paper](<https://www.sota2.com/research/paper/69d33e0d7d0172140ec736c7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69d33e0d7d0172140ec736c7.md>)

Recorded evaluation configuration: {"Feature":"ERP","Eval":"Study 2 LOSO","Folds":"16","Samples":"616"}. This record does not assert independent reproduction.

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