Many but not all deep neural network audio models capture brain responses and exhibit correspondence between model stages and brain regions. [PDF]
PLoS Biol, 2023 Tuckute G +3 more
europepmc +1 more source
Informed Separation of Spatial Images of Stereo Music Recordings Using Second-Order Statistics
, 2013 International audienceIn this work we address a reverse audio engineering problem, i.e. the separation of stereo tracks of professionally produced music recordings.
Gorlow, Stanislaw, Marchand, Sylvain
core +1 more source
An iterative model-based approach to cochannel speech separation [PDF]
, 2013 A Narayanan +30 more
core +4 more sources
Cortical adaptation to sound reverberation. [PDF]
Elife, 2022 Ivanov AZ +4 more
europepmc +1 more source
Evaluation of Neuromorphic Spike Encoding of Sound Using Information Theory
, 2023 The problem of spike encoding of sound consists in transforming a sound waveform into spikes. It is of interest in many domains, including the development of audio-based spiking neural networks, where it is the first and most crucial stage of processing.
Ferdaoussi, Ahmad El +2 more
core
Emotion Detection from Speeches Using Cochleagram Features
Human-machine interaction is a popular field of study and its importance is increasing day by day. Detecting emotions from speeches has also been an exciting topic in the field of humanmachine interaction. With the spread of technologies such as digital personal assistants, speech-totext models and call center systems, which are the applications of ...
Özer, İlyas +5 more
openaire +1 more source
Model metamers reveal divergent invariances between biological and artificial neural networks. [PDF]
Nat Neurosci, 2023 Feather J +3 more
europepmc +1 more source
Cortical And Subcortical Mechanisms For Sound Processing [PDF]
, 2019 The auditory cortex is essential for encoding complex and behaviorally relevant sounds. Many questions remain concerning whether and how distinct cortical neuronal subtypes shape and encode both simple and complex sound properties.
Blackwell, Jennifer
core +1 more source
Intermediate acoustic-to-semantic representations link behavioral and neural responses to natural sounds. [PDF]
Nat Neurosci, 2023 Giordano BL +3 more
europepmc +1 more source
Multi-channel spectrograms for speech processing applications using deep learning methods [PDF]
, 2021 Arias-Vergara, T. +5 more
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