Research Article
[Retracted] Optimization Simulation of English Speech Recognition Accuracy Based on Improved Ant Colony Algorithm
Table 1
Comparison of speech recognition rate with different signal-to-noise ratio and vocabulary.
| Number of words | Algorithm | Signal to noise ratio (dB) | 15 | 20 | 25 | 30 | Clean |
| 10 | Traditional algorithm | 88.39 | 88.83 | 89.67 | 90.25 | 90.78 | Improved ant colony algorithm | 94.15 | 95.08 | 95.52 | 96.88 | 98.82 |
| 20 | Traditional algorithm | 87.62 | 87.81 | 88.24 | 89.03 | 89.82 | Improved ant colony algorithm | 93.73 | 94.50 | 95.23 | 96.96 | 98.29 |
| 30 | Traditional algorithm | 87.41 | 88.53 | 89.41 | 90.03 | 90.12 | Improved ant colony algorithm | 92.53 | 93.41 | 94.74 | 96.18 | 97.69 |
| 40 | Traditional algorithm | 87.85 | 88.38 | 89.76 | 90.62 | 91.54 | Improved ant colony algorithm | 90.17 | 93.80 | 94.53 | 95.86 | 97.12 |
| 50 | Traditional algorithm | 86.62 | 87.16 | 88.13 | 88.84 | 90.42 | Improved ant colony algorithm | 92.57 | 93.85 | 94.48 | 95.86 | 96.83 |
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