Speech and Audio Signal Processing: Processing and Perception of Speech and Music
| Author | : | |
| Rating | : | 4.49 (530 Votes) |
| Asin | : | 0470195363 |
| Format Type | : | paperback |
| Number of Pages | : | 688 Pages |
| Publish Date | : | 2014-11-16 |
| Language | : | English |
DESCRIPTION:
Morgan is also Professor-in-Residence in the Electrical Engineering and Computer Sciences Department at UC Berkeley. Dr. The late Ben Gold consulted at Massachusetts Institute of Technology and Lincoln Laboratory and taught at the University of California at Berkeley. Gold was an IEEE Fellow, member of t
Moreover, the book is organized into a series of short chapters, offering readers a succinct overview of the range of topics that together represent the current state of knowledge in the field.This Second Edition brings the book fully up to date with the explosive growth in audio processing technology, including the latest advances in digital music processing and distribution. It begins with basic principles and then explains how these principles set the foundation for a wide range of applications. From the Back CoverHelps readers develop an intuitive understanding of audio signal processingAcclaimed for its breadth of coverage as well as its clear, accessible presentation, Speech and Audio Signal Processing examines how machines and humans process audio signals, with an emphasis on speech and music. Readers will discover that, in many cases, human strategies can provide the inspiration for the development of machine strategies.Spe
When Speech and Audio Signal Processing published in 1999, it stood out from its competition in its breadth of coverage and its accessible, intutiont-based style. This book was aimed at individual students and engineers excited about the broad span of audio processing and curious to understand the available techniques. Since then, with the advent of the iPod in 2001, the field of digital audio and music has exploded, leading to a much greater interest in the technical aspects of audio processing. This Second Edition will update and revise the original book to augment it with new material describing both the enabling technologies of digital music distribution (most significantly the MP3) and a range of exciting new research areas in automatic music content processing (such as automatic transcription, music similarity, etc.) that have emerged in the past five years, driven by the digital music revolution. New chapter topics include:Psychoacoustic Audio Coding, describing MP3 and related audio coding schemes based on psychoacoustic masking of quantization noiseMusic Transcription, including automatically deriving notes, beats, and chords from music signals.Music Information Retrieval, primarily focusing on audio-based genre classification, artist/style identification, and similarity estimation.Audio Source Separation, including multi-microphone beamforming, blind source separation, and the perception-inspired techniques usually referred to as Computational Auditory Scene Analysis (CASA).
calvinnme said speech and audio signal processing from 10000 feet. This is the view of speech and audio signal processing from 10000 feet. There really aren't enough details here to learn any new mathematical techniques. Don't pay these high prices for this book, it really is not worth it. Get a good book on signal processing and then I'd pick the book on Speech and Language processing by Jurafsky. This combo is more expensive than this book, but at least you will know enough to de. Chapters work well as reading assignments In teaching grad-school guest lectures,I've found that the chapters in this bookserve as good reading assignmentsfor students to do before the lecture,particularly Dan Ellis's music chapters.Unlike many textbooks, you can assigna random chapter to read without worryingthat the students will be lost if they hadn'talready read the rest of the book.