scholarly journals Unified FRM‐based complex modulated filter bank structure with low complexity

2018 ◽  
Vol 54 (1) ◽  
pp. 18-20 ◽  
Author(s):  
Wenxu Zhang ◽  
Qiuying Du ◽  
Qingbo Ji ◽  
Tao Chen

The performance of Mel scale and Bark scale is evaluated for text-independent speaker identification system. Mel scale and Bark scale are designed according to human auditory system. The filter bank structure is defined using Mel and Bark scales for speech and speaker recognition systems to extract speaker specific speech features. In this work, performance of Mel scale and Bark scale is evaluated for text-independent speaker identification system. It is found that Bark scale centre frequencies are more effective than Mel scale centre frequencies in case of Indian dialect speaker databases. Mel scale is defined as per interpretation of pitch by human ear and Bark scale is based on critical band selectivity at which loudness becomes significantly different. The recognition rate achieved using Bark scale filter bank is 96% for AISSMSIOIT database and 95% for Marathi database.


Author(s):  
Jinguang HAO ◽  
Wenjiang PEI ◽  
Kai WANG ◽  
Yili XIA ◽  
Cunlai PU

1995 ◽  
Vol 31 (18) ◽  
pp. 1561-1562
Author(s):  
X.Q. Gao ◽  
Z.Y. He ◽  
H.X. Zhou
Keyword(s):  

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