Background information

This page contains links to background information of topics, which audio mining is based on.

Speech recognition

  • Hidden Markov Model Toolkit manual: HTK is the most widely used package for teaching acoustic models. The manual gives a good introduction to acoustic modelling and basic Hidden Markov Models in speech recognition. The manual does not give much information about language modeling and state-of-the-art decoding (integration of information from language model and acoustic model) methods.
  • Frequently asked questions in newsgroup comp.speech

Language modeling

Data mining with text data

Signal Processing

This starts to be quite far away from the topic of the course... This list is currently very short, I will be try to find more stuff...
Thursday, 12-Sep-2002 16:19:12 EEST