Article

Robust Decoding of Speech Acoustics from EEG: Going Beyond the Amplitude Envelope

2025-10-07

Abstract excerpt

During speech perception, properties of the acoustic stimulus can be reconstructed from the listener's brain using methods such as electroencephalography (EEG). Most studies employ the amplitude envelope as a target for decoding; however, speech acoustics can be characterised on multiple dimensions, including as spectral descriptors. The current study assesses how robustly an extended acoustic feature set can be d...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: cee9aebc-0910-56d0-8028-1815b8e0fb16
DOI: 10.1101/2025.10.07.680996

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Robust Decoding of Speech Acoustics from EEG: Going Beyond the Amplitude EnvelopeDOI 10.1101/2025.10.07.680996Read

Neural decoding of the speech envelope: Effects of intelligibility and spectral degradationSemantic proximity Read

Envelope reconstruction of speech and music highlights unique tracking of speech at low frequenciesSemantic proximity Read

Neural markers of speech comprehension: measuring EEG tracking of linguistic speech representations, controlling the speech acousticsSemantic proximity Read

A Neural Speech Decoding Framework Leveraging Deep Learning and Speech SynthesisSemantic proximity Read

Level Dependent Subcortical EEG Responses to Continuous SpeechSemantic proximity Read

Sensory representations and pupil-indexed listening effort provide complementary contributions to multi-talker speech intelligibilitySemantic proximity Read

Detecting post-stroke aphasia using EEG-based neural envelope tracking of natural speechSemantic proximity Read

Decoding speech comprehension from continuous EEG recordingsSemantic proximity Read

Towards reconstructing intelligible speech from the human auditory cortexSemantic proximity Read

Reliability and generalizability of neural speech tracking in younger and older adultsSemantic proximity Read

Music and Speech Elicit Similar Subcortical Responses in Human ListenersSemantic proximity Read

Automatic brain categorization of discrete auditory emotion expressionsSemantic proximity Read