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Classification of Overlapped Audio Events Based on AT, PLSA, and the Combination of Them [PDF]
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
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Pursuing Listeners’ Perceptual Response in Audio-Visual Interactions – Headphones vs Loudspeakers: A Case Study [PDF]
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
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Real-Time Guitar Amplifier Emulation with Deep Learning
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
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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
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BODYTUNE: Multi Auscultation Device – Personal Health Parameter Monitoring at Home
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
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Novel Coronavirus Cough Database: NoCoCoDa
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
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ANALYSIS OF THE SOUND EVENT DETECTION METHODS AND SYSTEMS
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
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Self-healing audio system [PDF]
Accepted at IEEE sponsored International Conference on Computer Communication and Informatics,2016.
Sharma, Shubham +2 more
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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
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All About Audio Equalization: Solutions and Frontiers
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
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