Research Article
Parameterless-Growing-SOM and Its Application to a Voice Instruction Learning System
Table 3
Recognition rates of different actions with noises.
| Language | Method | Success rate (10% noises) | Success rate (20% noises) | Success rate (30% noises) |
| Japanese | T-SOM | 45.9 | 40.9 | 35.0 | PL-G-SOM | 88.5 | 57.8 | 46.6 | English | T-SOM | 50.8 | 45.3 | 27.0 | PL-G-SOM | 93.2 | 57.6 | 39.9 | Chinese | T-SOM | 44.5 | 41.1 | 32.5 | PL-G-SOM | 88.3 | 60.1 | 43.9 | Malaysian | T-SOM | 51.0 | 40.0 | 37.1 | PL-G-SOM | 81.9 | 54.9 | 47.2 | Average | T-SOM | 48.0 | 41.6 | 33.1 | PL-G-SOM | 86.7 | 57.6 | 44.4 |
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