EUROSPEECH 2001 Scandinavia
7th European Conference on Speech Communication and Technology
2nd INTERSPEECH Event

Aalborg, Denmark
September 3-7, 2001

                 

The Relation Between Speech Intelligibility and the Complex Modulation Spectrum

Steven Greenberg (1), Takayuki Arai (2)

(1) International Computer Science Institute, USA
(2) Sophia University, Japan

The amplitude and phase components of the modulation spectrum were dissociated in order to ascertain the importance of cross-spectral, envelope-modulation phase information for understanding spoken language. The dissociation was effected via local time reversals of the speech waveform (i.e., flipping the signal on its horizontal axis) at intervals ranging between 0 and 180 ms. Intelligibility declines progressively as the length of the time-reversed segment increases, down to an asymptotic trough in performance at 100 ms (4% of the words correct). Intelligibility does not correlate highly with the amplitude component of the modulation spectrum, but does coincide closely with the contour of the complex modulation spectrum, a representation that integrates the cross-spectral modulation phase and the conventional (amplitude-based) modulation spectrum into a unified representation. The results imply that intelligibility is based on both the phase and amplitude components of the modulation spectrum.

Full Paper

Bibliographic reference.  Greenberg, Steven / Arai, Takayuki (2001): "The relation between speech intelligibility and the complex modulation spectrum", In EUROSPEECH-2001, 473-476.