Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders [PDF]
, 2018 Supervised multi-channel audio source separation requires extracting useful spectral, temporal, and spatial features from the mixed signals. The success of many existing systems is therefore largely dependent on the choice of features used for training ...
Grais, Emad M. +2 more
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OPTIMIZATION OF A BASIC NETWORK IN AUDIO ANALYTICS SYSTEMS
Сучасні інформаційні системи, 2023 Relevance. The sound is a source of data that provides information necessary for survival and warns of potential dangers. Audio analytics solutions allows detecting and responding in time to illegal actions and violations of the law, which are ...
Anton Poroshenko , Andriy Kovalenko
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Subjective Evaluation of Basic Emotions from Audio–Visual Data
Sensors, 2022 Understanding of the perception of emotions or affective states in humans is important to develop emotion-aware systems that work in realistic scenarios.
Sudarsana Reddy Kadiri, Paavo Alku
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Robust acoustic reflector localization using a modified EM algorithm
EURASIP Journal on Audio, Speech, and Music ProcessingIn robotics, echolocation has been used to detect acoustic reflectors, e.g., walls, as it aids the robotic platform to navigate in darkness and also helps detect transparent surfaces. However, the transfer function or response of an acoustic system, e.g.,
Usama Saqib +2 more
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Comparison between audio and tactile systems for delivering simple navigational information to visually impaired pedestrians [PDF]
, 2007 Many of the current GPS (Global Positioning Systems) navigation aids use an audio method to deliver navigation information to the user. For the visually impaired person this method can be problematic.
Brunel University +10 more
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Frontiers in Virtual RealityIntroductionThis study investigates the impact of a software-based audio enhancement tool Q6 in virtual reality (VR), examining the relationship between spatial audio, immersion, and affective responses using self-reports and physiological measures ...
Ifigeneia Mavridou +13 more
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A Neural Network Architecture for Children’s Audio–Visual Emotion Recognition
Mathematics, 2023 Detecting and understanding emotions are critical for our daily activities. As emotion recognition (ER) systems develop, we start looking at more difficult cases than just acted adult audio–visual speech.
Anton Matveev +4 more
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Enhancement of IEEE 802.11 in handling multiple broadcasting audio data in wireless ad-hoc networks [PDF]
, 2013 This article is made available through the Brunel Open Access Publishing fund and can be downloaded from the publisher’s website at the link below.
Floros, A, Nilavalan, R
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Practical Hidden Voice Attacks against Speech and Speaker Recognition Systems
, 2019 Voice Processing Systems (VPSes), now widely deployed, have been made significantly more accurate through the application of recent advances in machine learning.
Abdullah, Hadi +5 more
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Carotid Sound Signal Artifact Detection based on Discrete Wavelet Transform Decomposition
Current Directions in Biomedical Engineering, 2021 Auscultation methods allow a non-invasive diagnosis of cardiovascular diseases like atherosclerosis based on blood flow sounds of the carotid arteries.
Fuentealba Patricio +8 more
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