An open API service indexing awesome lists of open source software.

https://github.com/drammock/dissertation


https://github.com/drammock/dissertation

Last synced: 3 months ago
JSON representation

Awesome Lists containing this project

README

        

dissertation
====

my dissertation. Abstract:

> This thesis concerns the relationship between speech intelligibility and
speech prosody, and the role that speech prosody plays in the perceptual
advantage that occurs when listening to a familiar talker. A parallel corpus
of 90 sentences (each spoken by three talkers of varying intelligibility) was
used to create resynthesized stimuli in which fundamental frequency (ƒ₀),
intensity, and patterns of syllable duration were swapped between all
possible pairs of talkers. An additional 90 sentences were reserved for use
as training stimuli.

> Findings from speech-in-noise tasks suggest that the contribution of prosody
to intelligibility varies considerably across talkers, evidenced by
differences in sentence intelligibility after prosodic replacement from
different prosodic donors. In particular, high-intelligibility talkers need
not have particularly “good” or “helpful” prosody if their intelligibility
rests on articulatory strategies that emphasize robust segmental cues, while
talkers with relatively good prosody may nonetheless have low intelligibility
(due to non-prosodic factors).

> Post hoc acoustic analyses of the stimuli (interpreted in light of the
behavioral results) suggest that many acoustic measures index both prosodic
and non-prosodic aspects of the speech signal, whereas acoustic measures that
reflect only the prosodic component of intelligibility are harder to find.
Mean ƒ₀ range and mean ƒ₀ dynamicity appear to be the most promising measures
in this regard, but utterance-final creaky voicing presents a challenge to
interpretation due to its exaggeration of ƒ₀-related measures.

> Results of the familiarization experiments were inconclusive; listeners
trained on different talkers showed different degrees of task adaptation
during familiarization/training, but were unable to generalize to a testing
phase involving multiple talkers presented in random order. Thus the
contribution of prosody to the familiar talker advantage remains unclear.