Results 1 to 10 of about 35,961 (259)

Sound Source Separation Mechanisms of Different Deep Networks Explained from the Perspective of Auditory Perception

open access: yesApplied Sciences, 2022
Thanks to the development of deep learning, various sound source separation networks have been proposed and made significant progress. However, the study on the underlying separation mechanisms is still in its infancy.
Han Li   +5 more
doaj   +3 more sources

Neural correlates of the perception of sound source separation. [PDF]

open access: yesAdv Exp Med Biol, 2013
As two sound sources become spatially separated in the horizontal plane, the binaural cues used for sound localization become distorted from their values for each sound in isolation. Because firing rates of most neurons in the inferior colliculus (IC) are sensitive to these binaural cues, we hypothesized that these neurons would be sensitive to source ...
Day ML, Delgutte B.
europepmc   +4 more sources

Multiple Sound Source Localization, Separation, and Reconstruction by Microphone Array: A DNN-Based Approach

open access: yesApplied Sciences, 2022
Synchronistical localization, separation, and reconstruction for multiple sound sources are usually necessary in various situations, such as in conference rooms, living rooms, and supermarkets.
Long Chen   +4 more
doaj   +3 more sources

Speech and music source separation for cochlear implant users: front-end and end-to-end approach [PDF]

open access: yesFrontiers in Neuroscience
A cochlear implant (CI) is a surgically implanted neuroprosthetic device designed to restore auditory perception in individuals with profound sensorineural hearing loss.
Sina Tahmasebi   +4 more
doaj   +2 more sources

A mammalian inferior colliculus model for sound source separation using interaural time differences. [PDF]

open access: yesPLoS Computational Biology
The inferior colliculus (IC) is a central hub in the ascending auditory brainstem. It hosts many neurons tuned to interaural time differences (ITDs).
Christian Leibold, Sebastian Groß
doaj   +2 more sources

Leveraging Sound Source Trajectories for Universal Sound Separation

open access: yesIEEE Transactions on Audio, Speech and Language Processing
Existing methods utilizing spatial information for sound source separation require prior knowledge of the direction of arrival (DOA) of the source or utilize estimated but imprecise localization results, which impairs the separation performance, especially when the sound sources are moving.
Tianshu Qu, Xihong Wu
exaly   +3 more sources

Implementation of Sound Direction Detection and Mixed Source Separation in Embedded Systems

open access: yesSensors
In recent years, embedded system technologies and products for sensor networks and wearable devices used for monitoring people’s activities and health have become the focus of the global IT industry.
Jian-Hong Wang   +10 more
doaj   +3 more sources

A Multi-Source Separation Approach Based on DOA Cue and DNN

open access: yesApplied Sciences, 2022
Multiple sound source separation in a reverberant environment has become popular in recent years. To improve the quality of the separated signal in a reverberant environment, a separation method based on a DOA cue and a deep neural network (DNN) is ...
Yu Zhang   +3 more
doaj   +1 more source

A New Method of Identifying the Aerodynamic Dipole Sound Source in the Near Wall Flow

open access: yesMathematics, 2023
Consider that the sound dipole source in the flow field is composed of multiple micro-spherical oscillating sources. An aerodynamic sound source identification method is established by the relationship among the oscillating source, the radiated sound ...
Hao Zhang, Yigang Wang, Yupeng Wang
doaj   +1 more source

Separation of the Sound Power Spectrum of Multiple Sources by Three-Dimensional Sound Intensity Decomposition

open access: yesSensors, 2021
The identification and separation of sources are the prerequisite of industrial noise control. Industrial machinery usually contains multiple noise sources sharing same-frequency components.
Shiyi Chai   +3 more
doaj   +1 more source

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