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Showing 1 to 4 of 4 for “"Speech Classification"”.
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Speech classification and lexical semantic modeling via self-supervision and knowledge transfer
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2024-09-16 without embargo terms
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Comparison of classification techniques for speechaudio applications
This classification of speech vs. noise or speech vs. music can be used in speech/audio signal processing applications as an important part to achieve a lower bit-rate or to enhance the performance of coding in multimedia communications. In recent years, some research on the classification has been …
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Lipreading with convolutional and recurrent neural network models
Lip reading is the process of speech recognition from solely visual information. The goal of this thesis is to perform a silence vs. speech classification, and to recognize the triphone spoken by a talking head, given only the video using neural network classification models. Two neural network …
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Neural Enhancement Strategies for Robust Speech Processing
In real-world scenarios, speech signals are often contaminated with environmental noises, and reverberation, which degrades speech quality and intelligibility. Lately, the development of deep learning algorithms has marked milestones in speech- based research fields e.g. speech recognition, spoken …