Temporally Dissociable Neural Representations of Pitch Height and Chroma

Andrew Chang, David Poeppel, Xiangbin Teng

Research output: Contribution to journalArticlepeer-review

Abstract

The extraction and analysis of pitch underpin speech and music recognition, sound segregation, and other auditory tasks. Perceptually, pitch can be represented as a helix composed of two factors: height monotonically aligns with frequency, while chroma cyclically repeats at doubled frequencies. Although the early perceptual and neurophysiological mechanisms for extracting pitch from acoustic signals have been extensively investigated, the equally essential subsequent stages that bridge to high-level auditory cognition remain less well understood. How does the brain represent perceptual attributes of pitch at higher-order processing stages, and how are the neural representations formed over time? We used a machine learning approach to decode time-resolved neural responses of human listeners (10 females and 7 males) measured by magnetoencephalography across different pitches, hypothesizing that different pitches sharing similar neural representations would result in reduced decoding performance. We show that pitch can be decoded from lower-frequency neural responses within auditory-frontal cortical regions. Specifically, linear mixed-effects modeling reveals that height and chroma explain the decoding performance of delta band (0.5–4 Hz) neural activity at distinct latencies: a long-lasting height effect precedes a transient chroma effect, followed by a recurrence of height after chroma, indicating sequential processing stages associated with unique perceptual and neural characteristics. Furthermore, the localization analyses of the decoder demonstrate that height and chroma are associated with overlapping cortical regions, with differences observed in the right orbital and polar frontal cortex. The data provide a perspective motivating new hypotheses on the mechanisms of pitch representation.

Original languageEnglish (US)
Article numbere1567242024
JournalJournal of Neuroscience
Volume45
Issue number8
DOIs
StatePublished - Feb 19 2025

Keywords

  • auditory perception
  • decoding
  • machine learning
  • magnetoencephalography (MEG)
  • octave equivalence
  • representational similarity analysis

ASJC Scopus subject areas

  • General Neuroscience

Fingerprint

Dive into the research topics of 'Temporally Dissociable Neural Representations of Pitch Height and Chroma'. Together they form a unique fingerprint.

Cite this