Introduction to Speech Processing

2nd Edition

This is an open access and creative commons book of speech processing, intended as pedagogical material for engineering students. Hosted by Aalto University.

Instructions for Using this book.

Table of Contents¶

• Introduction to Speech Processing
• Preface
• Introduction
• Basic Representations
• Pre-processing
• Modelling tools in speech processing
• Evaluation of speech processing methods
• Speech analysis
• Recognition tasks in speech processing
• Speech Synthesis
• Transmission, storage and telecommunication
• Speech enhancement
• Computational models of human language processing
• Research and Development
• Security and privacy in speech technology
• Glossary

Related Resources¶

• Speech and Language Processing, by Dan Jurafsky and James H. Martin, (accessed 15.6.2022). Jurafsky & Martin (2021)

• Message Processing: The Science of Creating Understanding, by Jessica Gasiorek, (accessed 9.5.2022). Gasiorek (2018)

• Deep Learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville, (accessed 15.6.2022). Goodfellow et al. (2016)

• Spectral Audio Signal Processing, by Julius O. Smith, (accessed 23.8.2022). Smith (2011)

Contributing¶

We welcome all types of useful contributions! See Contributing and our Preface/code of conduct. Current list of authors.

Referencing¶

Tom Bäckström, Okko Räsänen, Abraham Zewoudie, Pablo Pérez Zarazaga, Liisa Koivusalo, Sneha Das, Esteban Gómez Mellado, Mariem Bouafif Mansali, Daniel Ramos, Sudarsana Kadiri, Paavo Alku, and Mohammad Hassan Vali “Introduction to Speech Processing”, 2nd Edition, 2022. URL: https://speechprocessingbook.aalto.fi, DOI: 10.5281/zenodo.6821775

Bibtex format:

@book{itsp2022,
   title = {Introduction to Speech Processing},
   edition = 2,
   year = 2022,
   author = {Tom Bäckström and Okko Räsänen and Abraham Zewoudie and Pablo Pérez Zarazaga and Liisa Koivusalo and Sneha Das and Esteban Gómez Mellado and Marieum Bouafif Mansali and Daniel Ramos and Sudarsana Kadiri and Paavo Alku and Mohammad Hassan Vali},
   url = {https://speechprocessingbook.aalto.fi},
   doi = {10.5281/zenodo.6821775},
   }