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Table 8 Comparisons on different heads for multi-level attention

From: A new joint CTC-attention-based speech recognition model with multi-level multi-head attention

 

2 heads

3 heads

4 heads

5 heads

TIMIT

16.73

16.52

16.34

16.60

WSJ

4.2

4.0

3.8

4.0

LibriSpeech

3.9

3.7

3.6

3.8