CS 4364/5319: Introduction to Speech and Language Processing

Other Core Readings

• Introduction to Information Retrieval, by Manning, Raghavan and Schutze
• The Technology behind Personal Digital Asistants: An Overview of the System Architecture and Key Components. Ruhi Sarikaya, IEEE Signal Processing Magazine, Jan 2017 pp 67-81.

Other Recommended Readings

• Practical Natural Language Processing, by Vajjala, Majumender, Gupta and Surana
• Opinion Mining and Sentiment Analaysis, by Bo Pang and Lillian Lee

Lectures

• Introduction to Phonetics by Vanessa Mueller
• Automatic Speech Recognition: Introduction by Steve Renals
• A Brief Introduction to Automatic Speech Recognition by Jim Glass
• Learning Word Embeddings and Word2Vec lectures by Andrew Ng at Coursera
• Word Vector Representations lecture by Chris Manning

Data

• thats-hers-pos.wav
• IR assignment documents and queries: csFaculty.txt, trainingQueries.txt, testQueries.txt
• NLTK Corpora
• Kaggle datasets

Word Vectors

• word2vec
• GloVe
• Ratnaparkhi's bitstrings

Code Stubs

• ppaStub.py
• sentiment.py
• irStub.py
• vecSimilarity.py for Glove