CochleaNet: A robust language-independent audio-visual model for real-time speech enhancement

M Gogate, K Dashtipour, A Adeel, A Hussain - Information Fusion, 2020 - Elsevier
Noisy situations cause huge problems for the hearing-impaired, as hearing aids often make
speech more audible but do not always restore intelligibility. In noisy settings, humans …

Multi-task learning u-net for single-channel speech enhancement and mask-based voice activity detection

GW Lee, HK Kim - Applied Sciences, 2020 - mdpi.com
In this paper, a multi-task learning U-shaped neural network (MTU-Net) is proposed and
applied to single-channel speech enhancement (SE). The proposed MTU-based SE method …

The potential for speech intelligibility improvement using the ideal binary mask and the ideal wiener filter in single channel noise reduction systems: Application to …

N Madhu, A Spriet, S Jansen, R Koning… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Whereas state-of-the-art single-channel noise reduction algorithms for auditory prostheses
demonstrate an appreciable suppression of the noise and improved speech quality, they are …

SOBM-a binary mask for noisy speech that optimises an objective intelligibility metric

L Lightburn, M Brookes - 2015 IEEE International Conference …, 2015 - ieeexplore.ieee.org
It is known that the intelligibility of noisy speech can be improved by applying a binary-
valued gain mask to a time-frequency representation of the speech. We present the SOBM …

Detection of Marine Mammal Vocalizations in Low SNR Environments with Ideal Binary Mask

DD Olatinwo, ML Seto - OCEANS 2024-Halifax, 2024 - ieeexplore.ieee.org
Due to the complexity of the underwater environment, detecting underwater target signals,
especially in low SNR conditions, remains challenging. In the context of marine mammal …

Unsupervised Learning Algorithm for Noise Suppression and Speech Enhancement Applications

AZ Alsheibi - 2023 - search.proquest.com
Smart and intelligent devices are being integrated more and more into day-to-day life to
perform a multitude of tasks. These tasks include, but are not limited to, job automation …

Performance evaluation of real-time noisy speech recognition for mobile devices

Y Yurtcan - 2019 - open.metu.edu.tr
Communication is important for people. There are many available communication methods.
One of the most effective methods is through the use of speech. People can comfortably …

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 …

[PDF][PDF] Mask-assisted speech enhancement for binaural hearing aids

M Brookes, L Lightburn, A Moore, P Naylor, W Xue - phon.ucl.ac.uk
Mask-assisted speech enhancement for binaural hearing aids Page 1 Mask-assisted speech
enhancement for binaural hearing aids ELOBES2019 workshop – 12 January 2019 …

[PDF][PDF] Méthodes avancées de traitement de la parole et de réduction du bruit pour les terminaux mobiles Advanced Methods of

R Le Bidan, AA El Bey, D Pastor - 2017 - researchgate.net
En traitement du signal une des tâches les plus importantes et fondamentales est
l'élimination ou la réduction du bruit de fond. Cette thématique est connue sous le nom de …