Collaboration History between NPU-VUB

AVSP15/01/2013 | pag. 11Joint AVSP LabModel Models and Features annry disgust fear happy sad surprise Aver.Single AHMM(MFCC+LP) 51.51 27.78 63.64 71.43 74.51 26.39 52.54DoubleTriple- Joint AchievementsVHMM(AAM+GF) 95.45 77.78 51.51 82.54 56.86 66.66 71.80MSHMM_(AAM+GF)_(MFCC+LP)VADBN_(AAM+GF)_(MFCC+LP)MSHMM_AAM_GF_(MFCC+LP)83.33 77.78 63.64 85.71 65.68 65.28 73.5792.42 83.33 69.70 88.89 66.67 66.67 77.9584.85 80.56 56.06 90.48 60.78 69.45 73.70THMM_UP_LOW_AUD 59.09 58.33 27.27 65.08 42.16 44.44 49.40THMM_AAM_GF_(MFCC+LP)AAVDBN_(AAM+GF)_MFCC_LPVVADBN_AAM_GF_(MFCC+LP)THMM_UP_LOW_AUD: [Neurocomputing 2008]81.82 83.33 81.82 85.71 58.82 54.17 74.2896.97 75.00 66.67 84.13 56.86 73.61 75.5490.91 77.78 66.67 84.13 63.73 76.39 76.60• Facial Expression Features are effective: facial expression recognition-71.80%;• Models are effective: VADBN gets 77.95%