Time–frequency mask estimation based on deep neural network for flexible load disaggregation in buildings

J Song, Y Lee, E Hwang - IEEE Transactions on Smart Grid, 2021 - ieeexplore.ieee.org
In this paper, a novel mask-based load disaggregation scheme is presented to extract
flexible load profiles in buildings. Flexible loads are those that can be adjusted as needed …

DNN Based Speech Quality Enhancement and Multi‐speaker Separation for Automatic Speech Recognition System

Ramya, S Sakthi - Machine Learning Algorithms for Signal and …, 2022 - Wiley Online Library
In today's world, automatic speech recognition (ASR) system‐based applications are in
boosting demand. The ASR has to be robust against real world noise and acoustic distorting …

Real-time sign language converter for mute and deaf people

AJ Dhruv, SK Bharti - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Deaf people may get irritated due to the problem of not being able to share their views with
common people, which may affect their day-to-day life. This is the main reason to develop …

Research on monaural speech segregation based on feature selection

X Xie, Y Chen, R Shen, D Tian - EURASIP Journal on Audio, Speech, and …, 2023 - Springer
Speech feature model is the basis of speech and noise separation, speech expression, and
different styles of speech conversion. With the development of signal processing methods …

A Single Channel End-to-End Speech Enhancement using Complex Operations

J Wu, H Liu, L Gan, Y Zhou - Journal of Physics: Conference …, 2022 - iopscience.iop.org
This paper investigates the possibility of using complex operations to perform speech
enhancement task in time domain. To that end, first, the Hilbert transform is utilized to …

The compare between two DNN-based signal suppression methods

T Cui - … Symposium on Artificial Intelligence Control and …, 2022 - spiedigitallibrary.org
In this article, the efficiency of two methods of speech enhancement algorithm, both of which
used Deep Neural Network, are compared. The first method is based on mapping and the …

[PDF][PDF] Computational Auditory Scene Analysis (CASA) Technique Inspired by Human Auditory System (HAS)–A Review

VSKK Jasti - researchgate.net
Humans are gifted with a marvelous ability to effortlessly separate a target speech and to
form perceptual representations of the essential sound sources in an acoustic complex …