Microphone mismatch ------------------- Training Set 1, 16 kHz, utt. detection. Test Set 1 : 14.0% Test Set 8 : 52.7% ------------------ Relative degradation: 276% Training Set 1, 8 kHz, utt. detection. Test Set 1 : 16.2% Test Set 8 : 37.4% ------------------ Relative degradation: 131% Average degradation: (276 + 131)/2 = 204% <****** Model-mismatch --------------- Training Set 1, 16 kHz, utt. detection. Perfectly matched condition: Test Set 1 : 14.0% Mis-matched conditions: Test Set 2 : 56.6% Test Set 3 : 57.2% Test Set 4 : 54.3% Test Set 5 : 60.0% Test Set 6 : 57.7% Test Set 7 : 62.9% Test Set 8 : 52.7% Test Set 9 : 74.3% Test Set 10 : 74.3% Test Set 11 : 67.5% Test Set 12 : 75.6% Test Set 13 : 71.9% Test Set 14 : 74.7% ------------------- Average : 64.4% Relative degradation: 360% Training Set 1, 8 kHz, utt. detection. Perfectly matched condition: Test Set 1 : 16.2% Mis-matched conditions: Test Set 2 : 49.6% Test Set 3 : 62.2% Test Set 4 : 58.7% Test Set 5 : 58.2% Test Set 6 : 61.5% Test Set 7 : 61.7% Test Set 8 : 37.4% Test Set 9 : 59.7% Test Set 10 : 69.8% Test Set 11 : 67.7% Test Set 12 : 72.2% Test Set 13 : 68.3% Test Set 14 : 67.9% ------------------- Average : 61.2% Relative degradation: 278% <******** Average degradation: (360 + 278)/2 = 319%