ISCA Archive SpeechProsody 2010
ISCA Archive SpeechProsody 2010

A joint acoustic-articulatory study of nasal spectral reduction in read versus spontaneous speaking styles

Vikram Ramanarayanan, Dani Byrd, Louis Goldstein, Shrikanth Narayanan

Speech styles are one of the primary phenomena of prosodic variation in speech. We present a novel automatic procedure to analyze real-time magnetic resonance images (rt-MRI) of the human vocal tract recorded for read and spontaneously spoken speech. This is applied to rt-MRI data on nasal articulation, jointly used with acoustic analyses of the speech signal, to analyze nasal production differences in read and spontaneous speech, especially focusing on reduction. In this exploratory study, vowel-nasal-vowel (VNV) sequences from one speaker were examined and measures extracted from both acoustic and articulatory signals. Significant differences were observed in the realizations of constriction-forming events for read and spontaneous speaking styles. Such an analysis has implications for understanding speech planning and for informing design of automatic speech analysis algorithms.

Index Terms: speech production, real-time MRI, nasals, vocal tract, image motion analysis, read speech, spontaneous speech, spectral reduction.


Cite as: Ramanarayanan, V., Byrd, D., Goldstein, L., Narayanan, S. (2010) A joint acoustic-articulatory study of nasal spectral reduction in read versus spontaneous speaking styles. Proc. Speech Prosody 2010, paper 226

@inproceedings{ramanarayanan10_speechprosody,
  author={Vikram Ramanarayanan and Dani Byrd and Louis Goldstein and Shrikanth Narayanan},
  title={{A joint acoustic-articulatory study of nasal spectral reduction in read versus spontaneous speaking styles}},
  year=2010,
  booktitle={Proc. Speech Prosody 2010},
  pages={paper 226}
}