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Many speech enhancement methods try to learn the relationship between noisy and clean speech, obtained using an acoustic room simulator. We point out several limitations of enhancement methods relying on clean speech targets; the goal of…

计算与语言 · 计算机科学 2018-12-26 Geonmin Kim , Hwaran Lee , Bo-Kyeong Kim , Sang-Hoon Oh , Soo-Young Lee

In many psychophysical detection and discrimination tasks human performance is thought to be limited by internal or inner noise when neuronal activity is converted into an overt behavioural response. It is unclear, however, to what extent…

神经元与认知 · 定量生物学 2024-12-03 Jesus Malo , Jose Juan Esteve-Taboada , Guillermo Aguilar , Marianne Maertens , Felix A. Wichmann

The propagation of noise through parallel regulatory pathways is a characteristic feature of feed-forward loops in genetic networks. Although the contributions of the direct and indirect regulatory pathways of feed-forward loops to output…

分子网络 · 定量生物学 2025-07-10 Mintu Nandi , Sudip Chattopadhyay , Suman K Banik

We consider charge transport through a nanoscopic object, e.g. single molecules, short nanotubes, or quantum dots, that is weakly coupled to metallic electrodes. We account for several levels of the molecule/quantum dot with level-dependent…

介观与纳米尺度物理 · 物理学 2007-05-23 A. Thielmann , M. H. Hettler , J. König , G. Schön

Context: Logging tasks track the system's functioning by keeping records of evidence that have been analyzed by monitoring and observability activities. For these activities to be effective, it is necessary to consider the quality of the…

软件工程 · 计算机科学 2021-06-08 Eduardo Mendes , Fabio Petrillo

Noise induced changes in the critical and oscillatory behavior of a Prey-Predator system are studied using power spectrum density and Spectral Amplification Factor (SAF) analysis. In the absence of external noise, the population densities…

统计力学 · 物理学 2009-10-31 A. F. Rozenfeld , C. J. Tessone , E. Albano , H. S. Wio

A biophysical model of arousal dynamics is used to study mechanisms of synchronisation and loss of synchrony among the three key oscillators controlling sleep-wake cycles: the circadian, homeostatic, and light oscillators. Synchronisation…

生物物理 · 物理学 2021-01-22 Dmitry E. Postnov , Ksenia O. Merkulova , Svetlana Postnova

The origins of consonance in human music has long been contested, and today there are three primary hypotheses: aversion to roughness, preference for harmonicity, and learned preferences from cultural exposure. While the evidence is…

物理与社会 · 物理学 2025-12-04 John M. McBride

Based on analyzing various physical examples for 1/f noise we found that the 1/f noise is caused by generating conditions as resonance in acoustics and the effect of matter carrier is secondary. All the physical reasons are summarized into…

适应与自组织系统 · 物理学 2008-02-15 Xu ShengLong

Neurodivergent people frequently experience decreased sound tolerance, with estimates suggesting it affects 50-70% of this population. This heightened sensitivity can provoke reactions ranging from mild discomfort to severe distress,…

音频与语音处理 · 电气工程与系统科学 2025-09-15 Alexander Popescu , Rosie Frost , Milos Cernak

The dynamics of well-mixed biological populations is usually studied by mean-field methods and weak-noise expansions. Similar methods have been applied also in spatially extended problems, relying on the fact that these populations are…

统计力学 · 物理学 2015-03-17 Luca Dall'Asta , Fabio Caccioli , Deborah Beghè

While the stochastic dynamics of two coupled oscillators have been extensively studied, most of the research has focused on stochastic input with equal intensity. However, this is often not the case in biological systems. In this study, we…

动力系统 · 数学 2023-03-02 Gurpreet Jagdev , Na Yu

The transduction process that occurs in the inner ear of the auditory system is a complex mechanism which requires a non-linear dynamical description. In addition to this, the stochastic phenomena that naturally arise in the inner ear…

物理教育 · 物理学 2022-01-17 Francesco Veronesi , Edoardo Milotti

Acoustical mismatch among training and testing phases degrades outstandingly speech recognition results. This problem has limited the development of real-world nonspecific applications, as testing conditions are highly variant or even…

声音 · 计算机科学 2013-05-13 Rashmi Makhijani , Urmila Shrawankar , V M Thakare

This work reviews the human auditory system, elucidating some of the specialized mechanisms and non-linear pathways along the chain of events between physical sound and its perception. Customary relationships between frequency, time, and…

神经元与认知 · 定量生物学 2023-08-01 Milind N. Kunchur

A system with two correlated Gaussian white noises is analysed. This system can describe both stochastic localization and long tails in the stationary distribution. Correlations between the noises can lead to a nonmonotonic behaviour of the…

统计力学 · 物理学 2015-06-25 P. F. Gora

Interest in understanding the interplay between noise and the response of a non-linear device cuts across disciplinary boundaries. It is as relevant for unmasking the dynamics of neurons in noisy environments as it is for designing reliable…

生物物理 · 物理学 2011-05-16 Cameron Sobie , Arif Babul , Rogerio de Sousa

We analyze the influence of long-range correlated (colored) external noise on extinction phase transitions in growth and spreading processes. Uncorrelated environmental noise (i.e., temporal disorder) was recently shown to give rise to an…

统计力学 · 物理学 2018-08-15 Alexander H. O. Wada , Matthew Small , Thomas Vojta

Environmental fluctuations have important consequences in the organization of ecological communities, and understanding how such a variability influences the biodiversity of an ecosystem is a major question in ecology. In this paper, we…

种群与进化 · 定量生物学 2016-11-16 Jorge Hidalgo , Samir Suweis , Amos Maritan

Enhancing the generalisation abilities of neural networks (NNs) through integrating noise such as MixUp or Dropout during training has emerged as a powerful and adaptable technique. Despite the proven efficacy of noise in NN training, there…

机器学习 · 计算机科学 2024-04-04 Martin Ferianc , Ondrej Bohdal , Timothy Hospedales , Miguel Rodrigues