Serial Weakening of Human-Based Attributes Regarding Their Effect on Content-Based Speech Recognition
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3255982
Abstract: Numerous studies have investigated automatic speech recognition tasks, such as content-based speech recognition, using machine learning techniques, such as deep learning. In general, each speech sample contains four main human-based attributes: i.e., content, emotion, gender,… read more here.
Keywords: content based; speech recognition; content; based speech ... See more keywords
Robust Pitch Extraction Method for the HMM-Based Speech Synthesis System
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DOI: 10.1109/lsp.2017.2712646
Abstract: This letter proposes an efficient method for extracting pitch from speech signals for the hidden Markov model (HMM)-based speech synthesis system (HTS). In the proposed method, voicing detection and pitch estimation is performed using the… read more here.
Keywords: pitch; hmm based; based speech; method ... See more keywords
Efficient Hardware Implementation of DNN-Based Speech Enhancement Algorithm With Precise Sigmoid Activation Function
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2021.3082941
Abstract: This brief presents the hardware implementation of deep neural network-based speech enhancement algorithm (DNN-SEA) with a precise sigmoid activation function. Further, an adaptive step-size-based slope and intercept method (AS-SIM) has been developed to approximate the… read more here.
Keywords: dnn; based speech; speech enhancement; speech ... See more keywords
Figure-based speech perception test: applicability in children with Down syndrome
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DOI: 10.1590/2317-1782/20212020204
Abstract: ABSTRACT Purpose To verify the applicability of the picture-based speech perception test in children with Down syndrome. Methods Observational, descriptive, prospective study, carried out at two speech therapy centers, approved by their Research Ethics Committees… read more here.
Keywords: speech; perception test; based speech; test ... See more keywords