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Table 7 Comparisons on different heads for single 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

16.84

16.65

16.51

16.78

WSJ

4.5

4.2

4.1

4.4

LibriSpeech

4.2

4.0

3.8

4.1