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Comparative Study of Deep Learning Techniques Used for Speech Enhancement

Ajay S, Manisha R, Pranav Maheshkumar Nivarthi, Sai Harsha Nadendla,C Santhosh Kumar

2021 IEEE 6th International Conference on Computing, Communication and Automation (ICCCA)(2021)

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Abstract
Speech degradation is caused by various reasons such as environmental disturbances captured during the speech signal recording, like reverberation, babble, etc. The objective of speech enhancement algorithms is to reduce noise while improving the overall quality and intelligibility of degraded speech signals and reducing auditory fatigue. Speech enhancement finds its application in various areas t...
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Key words
Deep learning,Training,Analytical models,Frequency-domain analysis,Speech recognition,Speech enhancement,Speaker recognition
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