The Role of Temporal Amplitude Modulations in the Political Arena: Hillary Clinton vs. Donald Trump

Hans Rutger Bosker


Speech is an acoustic signal with inherent amplitude modulations in the 1–9 Hz range. Recent models of speech perception propose that this rhythmic nature of speech is central to speech recognition. Moreover, rhythmic amplitude modulations have been shown to have beneficial effects on language processing and the subjective impression listeners have of the speaker. This study investigated the role of amplitude modulations in the political arena by comparing the speech produced by Hillary Clinton and Donald Trump in the three presidential debates of 2016.

Inspection of the modulation spectra, revealing the spectral content of the two speakers’ amplitude envelopes after matching for overall intensity, showed considerably greater power in Clinton’s modulation spectra (compared to Trump’s) across the three debates, particularly in the 1–9 Hz range. The findings suggest that Clinton’s speech had a more pronounced temporal envelope with rhythmic amplitude modulations below 9 Hz, with a preference for modulations around 3 Hz. This may be taken as evidence for a more structured temporal organization of syllables in Clinton’s speech, potentially due to more frequent use of preplanned utterances. Outcomes are interpreted in light of the potential beneficial effects of a rhythmic temporal envelope on intelligibility and speaker perception.


 DOI: 10.21437/Interspeech.2017-142

Cite as: Bosker, H.R. (2017) The Role of Temporal Amplitude Modulations in the Political Arena: Hillary Clinton vs. Donald Trump. Proc. Interspeech 2017, 2228-2232, DOI: 10.21437/Interspeech.2017-142.


@inproceedings{Bosker2017,
  author={Hans Rutger Bosker},
  title={The Role of Temporal Amplitude Modulations in the Political Arena: Hillary Clinton vs. Donald Trump},
  year=2017,
  booktitle={Proc. Interspeech 2017},
  pages={2228--2232},
  doi={10.21437/Interspeech.2017-142},
  url={http://dx.doi.org/10.21437/Interspeech.2017-142}
}