Study on the method and system implementation of an isolated word recognition system used in noisy environment |
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作者姓名: | YANG Ziyun HAN Jiqing XU Jinpei WANG Chengfa and REN Weimin |
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作者单位: | Department of Computer Science and Engineering,Harbin Institute of Technology,Harbin 150001 |
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摘 要: | I.IntroductionRecentlytherearemanykindsofsystemsandproductsforspeechrecognition,butalmostallofthemareworkinginquietenvironment,theperformancearedegradedorevencan'tworkwhenitisoperatedinhighnoisyenvironmentssuchasincockpits,vehicle,workshopsetc.SonoiserobustnesshasbecomeoneofthemainobstaclesfortherealaPplicationsoftheautomaticspeechrecognizersanditattractstheattentionofresearchersinspeechtechnologyareas.Since1978,substantialeffortshavebeendevotedtotestandevaluatethespeechrecognizersusedinfight…
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Study on the method and system implementation of an isolated word recognition system used in noisy environment |
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Authors: | YANG Ziyun HAN Jiqing XU Jinpei WANG Chengfa and REN Weimin |
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Abstract: | After analyzing the speech features in noisy environment, an integrated method for isolated word recognition in noisy environment was proposed, and an experimental system was realized. The detail experiments show that the recognition rate of the system at the noise level about 80 dB is nearly equal to that of the system at noiseless condition, and the system can bear the most noise level about 100 dB. |
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Keywords: | Speech recognition Noisy environment |
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