ISCA Archive Interspeech 2005
ISCA Archive Interspeech 2005

An investigation into a simulation of episodic memory for automatic speech recognition

Viktoria Maier, Roger K. Moore

This paper investigates a simulation of episodic memory known in the literature as ‘minerva 2'. Minerva 2 is a computational multiple-trace memory model that successfully predicts basic findings from the schema-abstraction literature. This model has been implemented and tested on a simple ASR task using vowel formant data taken from the Peterson & Barney database. Recogni- tion results are compared to a number of state-of-the-art pattern classifiers, and it is shown that the episodic model achieves the best performance.


doi: 10.21437/Interspeech.2005-478

Cite as: Maier, V., Moore, R.K. (2005) An investigation into a simulation of episodic memory for automatic speech recognition. Proc. Interspeech 2005, 1245-1248, doi: 10.21437/Interspeech.2005-478

@inproceedings{maier05_interspeech,
  author={Viktoria Maier and Roger K. Moore},
  title={{An investigation into a simulation of episodic memory for automatic speech recognition}},
  year=2005,
  booktitle={Proc. Interspeech 2005},
  pages={1245--1248},
  doi={10.21437/Interspeech.2005-478}
}