표 8. | Table 8. kmsav 데이터셋 중 트랜스포머, 컨포머, E-브랜치포머에 대한 발화 길이별 인식성능(CER, %) | Recognition performance (CER, %) by utterance length for Transformer, Conformer, and E-Branchformer on the KMSAV Dataset
발화길이(초) | Transformer | Conformer | E-Branchformer |
0–5 | 17.77 (±0.15) | 16.82 (±0.41) | 15.94 (±0.15) |
5–10 | 8.18 (±0.16) | 8.05 (±0.08) | 7.79 (±0.09) |
10–15 | 6.86 (±0.02) | 6.74 (±0.25) | 6.36 (±0.09) |
15–20 | 6.44 (±0.03) | 6.10 (±0.06) | 5.83 (±0.01) |
20–25 | 7.79 (±0.13) | 12.25 (±2.66) | 7.03 (±0.08) |
25–30 | 16.05 (±1.12) | 32.27 (±14.37) | 11.01 (±2.80) |
30–35 | 10.84 (±0.56) | 46.32 (±3.86) | 11.03 (±0.00) |
35–40 | 9.47 (±0.54) | 70.12 (±6.56) | 6.65 (±0.64) |
All | 9.38 (±0.10) | 10.21 (±0.35) | 8.62 (±0.07) |