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Table 2 The F- measure on the EPAC spontaneous speech test set, for the ASR-only approach in real-time (ASR-1xRT) and 3xRT configurations (3xRT), for the ASR with driven decoding algorithm and without acoustic filtering (DDA-1xRT), on the full system including acoustic filtering and driven decoding, with GMM-based filters (DDA-AF-GMM) and MLP-based filters (DDA-AF-MLP).

From: Query-Driven Strategy for On-the-Fly Term Spotting in Spontaneous Speech

System

IV

OOV

Hybrid

Total

ASR-3xRT

0.66

x

x

x

ASR-1xRT

0.56

x

x

x

DDA-1xRT

0.65

0.79

0.75

0.72

DDA-AF-GMM

0.78

0.86

0.76

0.77

DDA-AF-MLP

0.76

0.89

0.80

0.80