A large-scale analysis of the acoustic-phonetic markers of speaker sex.

The research for this thesis lies within the fieIa of speaker characterisation through the
acoustic-phonetic analysis of speech. The thesis consists of two parts:
1. An inv.estigation of the acoustic-phonetic differences between the speech of women
and men;
2. An examination of the practicalities of automating the investigation to analyse a
large speech database.
The acoustic-phonetic markers of speaker sex examined here are the fundamental frequency,
the formant frequencies, and the relative amplitude of the first harmonic. The
aims of the investigation were, firstly, to establish to what extent these markers differentiate
between the sexes, and secondly, to examine the extent of between- and within-speaker
deviation from the female and male norms, or average values for each sex.
These points were investigated by an automated acoustic-phonetic analysis of the TIMIT
database, involving a data set of almost 16,000 segments of speech. An automated method
was dev~loped to enable the signal processing and statistical analysis of a data set of this
size. The problems to be encountered in the analysis of a highly variable data source (i.e.
the acoustic speech waveform) are addressed.