A review of multi-objective deep learning speech denoising methods
A Azarang, N Kehtarnavaz - Speech Communication, 2020 - Elsevier
This paper presents a review of multi-objective deep learning methods that have been
introduced in the literature for speech denoising. After stating an overview of conventional …
introduced in the literature for speech denoising. After stating an overview of conventional …
A comparative review of sentimental analysis using machine learning and deep learning approaches
The sentiment data provides vital information about the feedback of the user's opinion,
attitude and emotions. The business of product development and digital marketing teams …
attitude and emotions. The business of product development and digital marketing teams …
Convex Hull Convolutive Non-negative Matrix Factorization Based Speech Enhancement For Multimedia Communication
D Wang, J Cui, J Wang, H Tan… - 2022 6th International …, 2022 - ieeexplore.ieee.org
In this paper, an effective speech enhancement method is proposed for the next generation
multimedia communication system. The priori knowledge of the enhancement stage is …
multimedia communication system. The priori knowledge of the enhancement stage is …
非負矩陣分解法於語音調變頻譜強化之研究(A study of enhancing the modulation spectrum of speech signals via nonnegative matrix factorization)[In Chinese]
XX Wang, ZH Zheng, Y Tsao… - Proceedings of the 28th …, 2016 - aclanthology.org
摘要在本論文中, 我們使用了非負矩陣分解(nonnegative matrix decomposition, NMF)
技術來強化語音特徵調變頻譜, 並且分別訓練資料中乾淨語音及雜訊的調變頻譜強度基底(basis) …
技術來強化語音特徵調變頻譜, 並且分別訓練資料中乾淨語音及雜訊的調變頻譜強度基底(basis) …
Speech enhancement using convolutive non-negative matrix factorization with multiple dictionaries
S He, J Wu, L Li - 2015 IEEE 9th International Conference on …, 2015 - ieeexplore.ieee.org
We introduce an effective framework for speech enhancement using convolutive
nonnegative matrix factorization (CNMF) with no a prior knowledge of the clean speech or …
nonnegative matrix factorization (CNMF) with no a prior knowledge of the clean speech or …
Single-microphone speech enhancement inspired by auditory system
M Mirbagheri - 2014 - search.proquest.com
Enhancing quality of speech in noisy environments has been an active area of research due
to the abundance of applications dealing with human voice and dependence of their …
to the abundance of applications dealing with human voice and dependence of their …