SPEECH and LANGUAGE PROCESSING PPT PDF SLIDES
An Introduction to Natural Language Processing,
Computational Linguistics, and Speech Recognition
Second Edition
by Daniel Jurafsky and James H. Martin
- 23/7/09 Lecture 1 : Introduction
- 27/7/09 Lecture 2 : Machine Learning and NLP
- 28/7/09 Lecture 3 : ArgMax Computation
- 30/7/09 Lecture 4 : WSD : WordNet
- 10/8/09 Lecture 5 : Wordnet; Application in Query Expansion
- 11/8/09 Lecture 6 : Wiktionary; semantic relatedness; how toread research papers
- 19/8/09 Lecture 7 : Measures of WordNet Similarity
- 19/8/09 Lecture 8 : Quiz 1
- 25/8/09 Lecture 9 : Resnick's Measure of WordNet Similarity
- 27/8/09 Lecture 10 : Parsing Algorithms
- 31/8/09 Lecture 11 : Evidence for Deeper Structure; Top Down Parsing Algorithms
- 31/8/09 Lecture 12 : Noun Structure; Top Down Parsing Algorithms- contd.
- 01/9/09 Lecture 13 : Non-noun Structure Parsing Algorithms
- 03/9/09 Lecture 14 : Probabilistic parsing; sequence labeling, PCFG [ pdf ]
- 07/9/09 Lecture 15 : Probabilistic parsing; PCFG (contd.) [ pdf ]
- 08/9/09 Lecture 16 : Probabilistic parsing; computing probability of a sentence [ pdf ]
- 10/9/09 Lecture 17 : PCFG; Arguments and Adjuncts [ pdf ]
- 22/9/09 Lecture 18 : Probabilistic parsing; inside-outside probabilities [ pdf ]
- 24/9/09 Lecture 19 : Speech : Phonetics
- 24/9/09 Lecture 20 : HMM - Combined Lecture with CS 621
- 29/9/09 Lecture 21 : Morphology - Guest Lecture by Mughdha Bapat [ pdf ]
- 30/9/09 Lecture 22 : Graphical Models for Sequence Labelling in NLP. - Guest Lecture by Anup Kulkarni
- 01/10/09 Lecture 22 : Graphical Models for Sequence Labelling in NLP (contd.). - Guest Lecture by Anup Kulkarni
- 05/10/09 Lecture 23 : Phonetics (contd.).
- 06/10/09 Lecture 24 : Consonants (place and manner of articulation) and Vowels.
- 08/10/09 Lecture 25 : Vowels (contd.) and a “grand” assignment.
- 09/10/09 Lecture 26 : Forward Backward probability; Viterbi Algorithm - Combined Lecture with CS 621
- 15/10/09 Lecture 27 : Phonology.
- 20/10/09 Lecture 28a : Sentiment Analysis and Opinions on the Web. - Guest Lecture by Aaditya Joshi.
- 20/10/09 Lecture 28b : Machine Translation and MT Tools - GIZA++ and Moses. - Guest Lecture by Nirdesh Chauhan [pdf ]
- 22/10/09 Lecture 29 : Text Entailment. - Guest Lecture by Prasad Pradip Joshi
- 26/10/09 Lecture 30 : POS Tagging.
- 27/10/09 Lecture 31 : Phonology; ASR, Speech Synthesis.
- 29/10/09 Lecture 32-33 : HMM and Viterbi.
- 02/11/09 Lecture 34 : Precision, Recall, F-score, Map.
- 03/11/09 Lecture 35 : Semantic Relations; UNL; Towards Dependency Parsing.
- 05/11/09 Lecture 36 : UNL.
- 11/11/09 Lecture 37 : Semantic Role Extraction.
- 11/11/09 Lecture 38-39 : Baum Welch Algorithm; HMM training.
