Talking condition recognition in stressful and emotional talking environments based on CSPHMM2s
نویسندگان
چکیده
منابع مشابه
Talking condition recognition in stressful and emotional talking environments based on CSPHMM2s
This work is aimed at exploiting Second-Order Circular Suprasegmental Hidden Markov Models (CSPHMM2s) as classifiers to enhance talking condition recognition in stressful and emotional talking environments (completely two separate environments). The stressful talking environment that has been used in this work uses Speech Under Simulated and Actual Stress (SUSAS) database, while the emotional t...
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Speaker recognition performance in emotional talking environments is not as high as it is in neutral talking environments. This work focuses on proposing, implementing, and evaluating a new approach to enhance the performance in emotional talking environments. The new proposed approach is based on identifying the unknown speaker using both his/her gender and emotion cues. Both Hidden Markov Mod...
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ژورنال
عنوان ژورنال: International Journal of Speech Technology
سال: 2014
ISSN: 1381-2416,1572-8110
DOI: 10.1007/s10772-014-9251-7