ISCA Archive Interspeech 2008
ISCA Archive Interspeech 2008

Longitudinal study of ASR performance on ageing voices

Ravichander Vipperla, Steve Renals, Joe Frankel

This paper presents the results of a longitudinal study of ASR performance on ageing voices. Experiments were conducted on the audio recordings of the proceedings of the Supreme Court Of The United States (SCOTUS). Results show that the Automatic Speech Recognition (ASR) Word Error Rates (WERs) for elderly voices are significantly higher than those of adult voices. The word error rate increases gradually as the age of the elderly speakers increase. Use of maximum likelihood linear regression (MLLR) based speaker adaptation on ageing voices improves theWER though the performance is still considerably lower compared to adult voices. Speaker adaptation however reduces the increase in WER with age during old age.


doi: 10.21437/Interspeech.2008-632

Cite as: Vipperla, R., Renals, S., Frankel, J. (2008) Longitudinal study of ASR performance on ageing voices. Proc. Interspeech 2008, 2550-2553, doi: 10.21437/Interspeech.2008-632

@inproceedings{vipperla08_interspeech,
  author={Ravichander Vipperla and Steve Renals and Joe Frankel},
  title={{Longitudinal study of ASR performance on ageing voices}},
  year=2008,
  booktitle={Proc. Interspeech 2008},
  pages={2550--2553},
  doi={10.21437/Interspeech.2008-632}
}