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Classification of Overlapped Audio Events Based on AT, PLSA, and the Combination of Them [PDF]

open access: yesRadioengineering, 2015
Audio event classification, as an important part of Computational Auditory Scene Analysis, has attracted much attention. Currently, the classification technology is mature enough to classify isolated audio events accurately, but for overlapped audio ...
Y. Leng   +7 more
doaj   +4 more sources

Pursuing Listeners’ Perceptual Response in Audio-Visual Interactions – Headphones vs Loudspeakers: A Case Study [PDF]

open access: yesArchives of Acoustics, 2022
This study investigates listeners’ perceptual responses in audio-visual interactions concerning binaural spatial audio. Audio stimuli are coupled with or without visual cues to the listeners.
Bartłomiej Mróz, Bożena Kostek
doaj   +1 more source

Real-Time Guitar Amplifier Emulation with Deep Learning

open access: yesApplied Sciences, 2020
This article investigates the use of deep neural networks for black-box modelling of audio distortion circuits, such as guitar amplifiers and distortion pedals.
Alec Wright   +3 more
doaj   +1 more source

Detecting Audio Adversarial Examples in Automatic Speech Recognition Systems Using Decision Boundary Patterns

open access: yesJournal of Imaging, 2022
Automatic Speech Recognition (ASR) systems are ubiquitous in various commercial applications. These systems typically rely on machine learning techniques for transcribing voice commands into text for further processing.
Wei Zong   +4 more
doaj   +1 more source

BODYTUNE: Multi Auscultation Device – Personal Health Parameter Monitoring at Home

open access: yesCurrent Directions in Biomedical Engineering, 2021
Auscultation methods allow the non-invasive diagnosis of pathological conditions (e.g., of the lung, heart or blood vessels) based on sounds that the body produces (e.g., breathing, heartbeat, swallowing or the blood flow).
Salvi Rutuja   +9 more
doaj   +1 more source

Novel Coronavirus Cough Database: NoCoCoDa

open access: yesIEEE Access, 2020
The current pandemic associated with the novel coronavirus (COVID-19) presents a new area of research with its own set of challenges. Creating unobtrusive remote monitoring tools for medical professionals that may aid in diagnosis, monitoring and contact
Madison Cohen-McFarlane   +2 more
doaj   +1 more source

ANALYSIS OF THE SOUND EVENT DETECTION METHODS AND SYSTEMS

open access: yesСучасні інформаційні системи, 2022
Detection and recognition of loud sounds and characteristic noises can significantly increase the level of safety and ensure timely response to various emergency situations.
Andriy Kovalenko, Anton Poroshenko
doaj   +1 more source

Self-healing audio system [PDF]

open access: yes2016 International Conference on Computer Communication and Informatics (ICCCI), 2016
Accepted at IEEE sponsored International Conference on Computer Communication and Informatics,2016.
Sharma, Shubham   +2 more
openaire   +2 more sources

Reinforcement Learning Algorithm and FDTD-Based Simulation Applied to Schroeder Diffuser Design Optimization

open access: yesIEEE Access, 2021
This paper aims to propose a novel approach to the algorithmic design of Schroeder acoustic diffusers by employing a deep learning optimization algorithm and a fitness function, which are based on a computer simulation of the propagation of acoustic ...
Adam Kurowski, Bozena Kostek
doaj   +1 more source

All About Audio Equalization: Solutions and Frontiers

open access: yesApplied Sciences, 2016
Audio equalization is a vast and active research area. The extent of research means that one often cannot identify the preferred technique for a particular problem.
Vesa Välimäki, Joshua D. Reiss
doaj   +1 more source

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