In order to improve the effect of continuous speech recognition, this paper combines the DTW algorithm to construct a continuous Russian speech recognition system and proposes a continuous Russian speech detection method based on VGDTW-MPCA with an unequal interval process. Moreover, considering the influence of the correlation between variables on the synchronization of the DTW algorithm, this paper constructs a DTW algorithm on a local data set to synchronize in different variable groups. Then, this paper integrates the obtained data into complete 3D data for modeling. It can be seen from the simulation research that the Russian continuous speech recognition system based on DTW proposed in this paper has a high continuous Russian speech recognition accuracy.
机构:
Dezhou Univ, Inst Phys Educ, Dezhou 253023, Shandong, Peoples R ChinaDezhou Univ, Inst Phys Educ, Dezhou 253023, Shandong, Peoples R China
Li, Chunguang
Cui, Jianbiao
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机构:
Hunan First Normal Univ, Coll Phys Educ, Changsha 410006, Hunan, Peoples R ChinaDezhou Univ, Inst Phys Educ, Dezhou 253023, Shandong, Peoples R China
机构:
Shijiazhuang Peoples Med Coll, Dept Fdn Disciplines, Shijiazhuang, Hebei, Peoples R ChinaShijiazhuang Peoples Med Coll, Dept Fdn Disciplines, Shijiazhuang, Hebei, Peoples R China
Guo, Jianling
Liu, Jia
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Shijiazhuang Peoples Med Coll, Dept Fdn Disciplines, Shijiazhuang, Hebei, Peoples R ChinaShijiazhuang Peoples Med Coll, Dept Fdn Disciplines, Shijiazhuang, Hebei, Peoples R China
机构:
Nanjing Normal Univ, Sch Educ Sci, Nanjing 210097, Jiangsu, Peoples R ChinaNanjing Normal Univ, Sch Educ Sci, Nanjing 210097, Jiangsu, Peoples R China
Xue, Yajing
Wang, Yijun
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机构:
Nanjing Normal Univ, Sch Educ Sci, Nanjing 210097, Jiangsu, Peoples R ChinaNanjing Normal Univ, Sch Educ Sci, Nanjing 210097, Jiangsu, Peoples R China
Wang, Yijun
WIRELESS COMMUNICATIONS & MOBILE COMPUTING,
2022,
2022