Speech enhancement using phoneme level classification

S Shoba, S Sivakumar, R Rajavel - 2019 4th International …, 2019 - ieeexplore.ieee.org
Speech enhancement is one of the speech processing techniques which is perturbed mostly
with increasing some perceptual part of speech like quality and intelligibility that has been …

[PDF][PDF] Speech enhancement using deep neural network

PD Bhamre, HH Kulkarni - Int. Res. J. Eng. Technol., 2016 - academia.edu
Speech is the main source of human interaction. The quality and intelligibility of speech
signals during communication are generally corrupted by the surrounding noise. Corrupted …

Soft Audible Noise Masking in Single Channel Speech Enhancement for Mobile Phones

U Purushotham, LJ Nagaraj… - 2020 International …, 2020 - ieeexplore.ieee.org
Mobiles phones are not only intended for voice communication but also for other multimedia
communications. Hence any additional features will increase the space planned for the …

Improving Speech Intelligibility using Deep Learning

S Shoba, R Rajavel - 2019 4th International Conference on …, 2019 - ieeexplore.ieee.org
Speech Intelligibility is of prime importance in places of mass gathering such as railway
stations and airports as it is imperative for the speech to be understandable for the benefit …

Speech Enhancement using LQE and Optimization Techniques

IC Jose, V Anoop - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Speech Signals from the real world may contain degradation components along with actual
speech components. So, the speech signal has to be enhanced in order to utilize in the real …

Deep neural network based speech enhancement using mono channel mask

PP Ingale, SL Nalbalwar - International Journal of Speech Technology, 2019 - Springer
Getting enhanced speech from the noisy speech signal is a task of particular importance in
the area of speech processing. Here we propose a deep neural network (DNN) based …

Speech Enhancement Using Hybrid Model with Cochleagram Speech Feature

SR Chiluveru, M Tripathy - 2021 IEEE 2nd International …, 2021 - ieeexplore.ieee.org
The present work proposes a robust Cochleagram based speech enhancement method
using a hybrid model, which is a combination of Denoising Autoencoder (DAE) and Long …

Speech Enhancement Techniques and its Implementation

J Nandeti, RK Kandagatla… - … on Recent Trends …, 2021 - ieeexplore.ieee.org
Speech enhancement aims to improve quality and intelligibility. Quality refers to the amount
of noise free in speech and intelligibility refers to the percentage number of words …

Regression-based speech enhancement by convolutional neural network

M Erseven, B Bolat - 2018 26th Signal Processing and …, 2018 - ieeexplore.ieee.org
In this study, a regression-based convolutional neural network (CNN) model is proposed for
speech enhancement. The main purpose is to remove the noise on the conversations. A …

Fusion of Amplitude and Complex Domains based on Deep Neural Networks for Speech Enhancement

MS Deylami, S Seyedin - 2020 28th Iranian Conference on …, 2020 - ieeexplore.ieee.org
Most of the recent works on speech enhancement has estimated the domain of clean
spectrum and directly added noisy phase to the estimated domain without any processing …