TORGO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Pathological speech intelligibility assessment | TORGO Sentence | PCC0.93 | 24 | |
| Pathological speech intelligibility assessment | TORGO Word | PCC0.63 | 24 | |
| Automatic Speech Recognition | TORGO | WER (Severe)13.38 | 15 | |
| Automatic Speech Recognition | TORGO High severity | WER40.62 | 12 | |
| Automatic Speech Recognition | TORGO Low severity | WER10.28 | 12 | |
| Automatic Speech Recognition | TORGO Medium Severity (test) | WER27.01 | 12 | |
| Sentence Recognition | TORGO Control (test) | WER3.7 | 11 | |
| Isolated Word Recognition | TORGO Control (test) | WER17.9 | 11 | |
| Sentence Recognition | TORGO Dysarthric (test) | WER24.7 | 11 | |
| Isolated Word Recognition | TORGO Dysarthric (test) | WER41 | 11 | |
| Automatic Speech Recognition | TORGO (Moderate) | WER3.27 | 11 | |
| Automatic Speech Recognition | TORGO Low Severity (test) | WER9.02 | 10 | |
| Pathological Speech Reconstruction | TORGO ALS | WER0.2885 | 10 | |
| Automatic Speech Recognition | TORGO High Severity (test) | WER55.15 | 6 | |
| Automatic Speech Recognition | TORGO Mild | WER2.32 | 5 | |
| Automatic Speech Recognition | TORGO (Mod-Severe) | WER0.1174 | 5 | |
| Automatic Speech Recognition | TORGO (Severe) | WER22.15 | 5 | |
| Dysarthric speech severity classification | TORGO | Accuracy75.8 | 4 | |
| Intelligibility Estimation | TORGO | Pearson Correlation (r)0.8422 | 4 | |
| Automatic Speech Recognition | TORGO Average across severities | WER60.35 | 3 |
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