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Supervised speech separation based on deep learning: An overview
Speech separation is the task of separating target speech from background interference.
Traditionally, speech separation is studied as a signal processing problem. A more recent …
Traditionally, speech separation is studied as a signal processing problem. A more recent …
[HTML][HTML] Auditory perceptual load: A review
Selective attention is a crucial mechanism in everyday life, allowing us to focus on a portion
of incoming sensory information at the expense of other less relevant stimuli. The …
of incoming sensory information at the expense of other less relevant stimuli. The …
Brain responses in humans reveal ideal observer-like sensitivity to complex acoustic patterns
We use behavioral methods, magnetoencephalography, and functional MRI to investigate
how human listeners discover temporal patterns and statistical regularities in complex sound …
how human listeners discover temporal patterns and statistical regularities in complex sound …
Is predictability salient? A study of attentional capture by auditory patterns
In this series of behavioural and electroencephalography (EEG) experiments, we investigate
the extent to which repeating patterns of sounds capture attention. Work in the visual domain …
the extent to which repeating patterns of sounds capture attention. Work in the visual domain …
Invariance to background noise as a signature of non-primary auditory cortex
Despite well-established anatomical differences between primary and non-primary auditory
cortex, the associated representational transformations have remained elusive. Here we …
cortex, the associated representational transformations have remained elusive. Here we …
Perceptual learning of random acoustic patterns: Impact of temporal regularity and attention
Perceptual learning is a powerful mechanism to enhance perceptual abilities and to form
robust memory representations of previously unfamiliar sounds. Memory formation through …
robust memory representations of previously unfamiliar sounds. Memory formation through …
Auditory figure-ground segregation is impaired by high visual load
Figure-ground segregation is fundamental to listening in complex acoustic environments. An
ongoing debate pertains to whether segregation requires attention or is “automatic” and …
ongoing debate pertains to whether segregation requires attention or is “automatic” and …
Illusory sound texture reveals multi-second statistical completion in auditory scene analysis
R McWalter, JH McDermott - Nature communications, 2019 - nature.com
Sound sources in the world are experienced as stable even when intermittently obscured,
implying perceptual completion mechanisms that “fill in” missing sensory information. We …
implying perceptual completion mechanisms that “fill in” missing sensory information. We …
Neural signatures of the processing of temporal patterns in sound
The ability to detect regularities in sound (ie, recurring structure) is critical for effective
perception, enabling, for example, change detection and prediction. Two seemingly …
perception, enabling, for example, change detection and prediction. Two seemingly …
Original speech and its echo are segregated and separately processed in the human brain
Speech recognition crucially relies on slow temporal modulations (< 16 Hz) in speech.
Recent studies, however, have demonstrated that the long-delay echoes, which are …
Recent studies, however, have demonstrated that the long-delay echoes, which are …