Selected sections from Martin & Jurafsky

Here are the sections to read from the Martin & Jurafsky "Speech & Language Processing" 2009 book in order to prepare for the Spoken Dialogue Systems part of the INF5820 exam.

As already mentioned, the primary material for this part of the course are the lecture slides, but reading these selected sections can certainly help you gain a better understanding of the course content.

- section 2.2.1: basic definition of a finite-state automata (used for dialogue management)

- section 3.11: minimum edit distance (used for e.g. speech recognition evaluation)

- section 4.2: N-gram models (used for language modelling in speech recognition)

- sections 6.1 and 6.2: basic probabilistic modelling with Markov Chains and Hidden Markov Models

- section 7.1: phonetic transcription

- section 7.2 and 7.3: basics of articulatory phonetics and pronunciation variation (the general principles, not all the details)

- section 7.4: basics of acoustic phonetics (idem)

- sections 8.1, 8.2, 8.3 and 8.4: read once, but without going into all the details

- section 8.5: understand how unit selection works and how the constraints are realised

- section 9.1 and 9.2: important concepts to understand!

- section 9.3 and 9.4: basic principles, but not the details

- section 9.8: how WER is calculated

- section 12.8: how spoken language syntax differs from written language

- section 17.6: embodiment and situation (links to our discussion of human-robot interaction and situated language processing)

- sections 21.3, 21.4 and 21.6.3: how reference resolution works

- Finally, the whole Chapter 24 should be read

 

 

 

Published Nov. 1, 2012 5:46 PM - Last modified Nov. 1, 2012 5:47 PM