2023
DOI: 10.32604/cmc.2023.037380
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Improving Speech Enhancement Framework via Deep Learning

Abstract: Speech plays an extremely important role in social activities. Many individuals suffer from a "speech barrier," which limits their communication with others. In this study, an improved speech recognition method is proposed that addresses the needs of speech-impaired and deaf individuals. A basic improved connectionist temporal classification convolutional neural network (CTC-CNN) architecture acoustic model was constructed by combining a speech database with a deep neural network. Acoustic sensors were used to… Show more

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References 26 publications
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