Introduction to Audio Analysis

Introduction to Audio Analysis serves as a standalone introduction to audio analysis, providing theoretical background to many state-of-the-art techniques. It covers the essential theory necessary to develop audio engineering applications, but also uses programming techniques, notably MATLAB®, to take a more applied approach to the topic. Basic theory and reproducible experiments are combined to demonstrate theoretical concepts from a practical point of view and provide a solid foundation in the field of audio analysis. Audio feature extraction, audio classification, audio segmentation, and music information retrieval are all addressed in detail, along with material on basic audio processing and frequency domain representations and filtering. Throughout the text, reproducible MATLAB® examples are accompanied by theoretical descriptions, illustrating how concepts and equations can be applied to the development of audio analysis systems and components. A blend of reproducible MATLAB® code and essential theory provides enable the reader to delve into the world of audio signals and develop real-world audio applications in various domains. Practical approach to signal processing: The first book to focus on audio analysis from a signal processing perspective, demonstrating practical implementation alongside theoretical concepts Bridge the gap between theory and practice: The authors demonstrate how to apply equations to real-life code examples and resources, giving you the technical skills to develop real-world applications Library of MATLAB code: The book is accompanied by a well-documented library of MATLAB functions and reproducible experiments

Produk Detail:

  • Author : Theodoros Giannakopoulos
  • Publisher : Academic Press
  • Pages : 288 pages
  • ISBN : 0080993893
  • Rating : 5/5 from 1 reviews
CLICK HERE TO GET THIS BOOKIntroduction to Audio Analysis

Introduction to Audio Analysis

Introduction to Audio Analysis
  • Author : Theodoros Giannakopoulos,Aggelos Pikrakis
  • Publisher : Academic Press is
  • Release : 26 February 2014
GET THIS BOOKIntroduction to Audio Analysis

Introduction to Audio Analysis serves as a standalone introduction to audio analysis, providing theoretical background to many state-of-the-art techniques. It covers the essential theory necessary to develop audio engineering applications, but also uses programming techniques, notably MATLAB®, to take a more applied approach to the topic. Basic theory and reproducible experiments are combined to demonstrate theoretical concepts from a practical point of view and provide a solid foundation in the field of audio analysis. Audio feature extraction, audio classification, audio

Introduction to Audio Analysis

Introduction to Audio Analysis
  • Author : Theodoros Giannakopoulos,Aggelos Pikrakis
  • Publisher : Academic Press
  • Release : 15 February 2014
GET THIS BOOKIntroduction to Audio Analysis

Introduction to Audio Analysis serves as a standalone introduction to audio analysis, providing theoretical background to many state-of-the-art techniques. It covers the essential theory necessary to develop audio engineering applications, but also uses programming techniques, notably MATLAB®, to take a more applied approach to the topic. Basic theory and reproducible experiments are combined to demonstrate theoretical concepts from a practical point of view and provide a solid foundation in the field of audio analysis. Audio feature extraction, audio classification, audio

An Introduction to Audio Content Analysis

An Introduction to Audio Content Analysis
  • Author : Alexander Lerch
  • Publisher : Wiley-IEEE Press
  • Release : 14 August 2012
GET THIS BOOKAn Introduction to Audio Content Analysis

With the proliferation of digital audio distribution over digital media, audio content analysis is fast becoming a requirement for designers of intelligent signal-adaptive audio processing systems. Written by a well-known expert in the field, this book provides quick access to different analysis algorithms and allows comparison between different approaches to the same task, making it useful for newcomers to audio signal processing and industry experts alike. A review of relevant fundamentals in audio signal processing, psychoacoustics, and music theory, as

Intelligent Audio Analysis

Intelligent Audio Analysis
  • Author : Björn W. Schuller
  • Publisher : Springer Science & Business Media
  • Release : 08 July 2014
GET THIS BOOKIntelligent Audio Analysis

This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods and discusses the typical Intelligent Audio Analysis chain going from audio data to audio features to audio recognition. Further, an introduction to audio source separation, and enhancement and robustness are given. After the introductory parts, the book shows several applications for the three types of audio: speech, music, and general sound. Each task is shortly introduced, followed

Principles of Forensic Audio Analysis

Principles of Forensic Audio Analysis
  • Author : Robert C. Maher
  • Publisher : Springer
  • Release : 05 December 2018
GET THIS BOOKPrinciples of Forensic Audio Analysis

This book provides an expert introduction to audio forensics, an essential specialty in modern forensic science, equipping readers with the fundamental background necessary to understand and participate in this exciting and important field of study. Modern audio forensic analysis combines skills in digital signal processing, the physics of sound propagation, acoustical phonetics, audio engineering, and many other fields. Scientists and engineers who work in the field of audio forensics are called upon to address issues of authenticity, quality enhancement, and

Introduction to Audio Processing

Introduction to Audio Processing
  • Author : Mads G. Christensen
  • Publisher : Springer
  • Release : 17 April 2019
GET THIS BOOKIntroduction to Audio Processing

This textbook presents an introduction to signal processing for audio applications. The author’s approach posits that math is at the heart of audio processing and that it should not be simplified. He thus retains math as the core of signal processing and includes concepts of difference equations, convolution, and the Fourier Transform. Each of these is presented in a context where they make sense to the student and can readily be applied to build artifacts. Each chapter in the

Introduction to Digital Filters

Introduction to Digital Filters
  • Author : Julius O. Smith
  • Publisher : Julius Smith
  • Release : 17 April 2021
GET THIS BOOKIntroduction to Digital Filters

A digital filter can be pictured as a "black box" that accepts a sequence of numbers and emits a new sequence of numbers. In digital audio signal processing applications, such number sequences usually represent sounds. For example, digital filters are used to implement graphic equalizers and other digital audio effects. This book is a gentle introduction to digital filters, including mathematical theory, illustrative examples, some audio applications, and useful software starting points. The theory treatment begins at the high-school level,

Audio and Speech Processing with MATLAB

Audio and Speech Processing with MATLAB
  • Author : Paul Hill
  • Publisher : CRC Press
  • Release : 07 December 2018
GET THIS BOOKAudio and Speech Processing with MATLAB

Speech and audio processing has undergone a revolution in preceding decades that has accelerated in the last few years generating game-changing technologies such as truly successful speech recognition systems; a goal that had remained out of reach until very recently. This book gives the reader a comprehensive overview of such contemporary speech and audio processing techniques with an emphasis on practical implementations and illustrations using MATLAB code. Core concepts are firstly covered giving an introduction to the physics of audio

Machine Learning for Audio, Image and Video Analysis

Machine Learning for Audio, Image and Video Analysis
  • Author : Francesco Camastra,Alessandro Vinciarelli
  • Publisher : Springer
  • Release : 21 July 2015
GET THIS BOOKMachine Learning for Audio, Image and Video Analysis

This second edition focuses on audio, image and video data, the three main types of input that machines deal with when interacting with the real world. A set of appendices provides the reader with self-contained introductions to the mathematical background necessary to read the book. Divided into three main parts, From Perception to Computation introduces methodologies aimed at representing the data in forms suitable for computer processing, especially when it comes to audio and images. Whilst the second part, Machine

Fundamentals of Music Processing

Fundamentals of Music Processing
  • Author : Meinard Müller
  • Publisher : Springer
  • Release : 21 July 2015
GET THIS BOOKFundamentals of Music Processing

This textbook provides both profound technological knowledge and a comprehensive treatment of essential topics in music processing and music information retrieval. Including numerous examples, figures, and exercises, this book is suited for students, lecturers, and researchers working in audio engineering, computer science, multimedia, and musicology. The book consists of eight chapters. The first two cover foundations of music representations and the Fourier transform—concepts that are then used throughout the book. In the subsequent chapters, concrete music processing tasks serve

Communication Acoustics

Communication Acoustics
  • Author : Ville Pulkki,Matti Karjalainen
  • Publisher : John Wiley & Sons
  • Release : 27 January 2015
GET THIS BOOKCommunication Acoustics

This book aims to convey to engineering students and researchers alike the relevant knowledge about the nature of acoustics, sound and hearing that will enable them to develop new technologies in this area through acquiring a thorough understanding of how sound and hearing works. There is currently no technical book available covering the communication path from sound sources through medium to the formation of auditory events in the brain – this book will fill this gap in the current book literature.

Computational Analysis of Sound Scenes and Events

Computational Analysis of Sound Scenes and Events
  • Author : Tuomas Virtanen,Mark D. Plumbley,Dan Ellis
  • Publisher : Springer
  • Release : 21 September 2017
GET THIS BOOKComputational Analysis of Sound Scenes and Events

This book presents computational methods for extracting the useful information from audio signals, collecting the state of the art in the field of sound event and scene analysis. The authors cover the entire procedure for developing such methods, ranging from data acquisition and labeling, through the design of taxonomies used in the systems, to signal processing methods for feature extraction and machine learning methods for sound recognition. The book also covers advanced techniques for dealing with environmental variation and multiple

Introduction to Audio Signal Processing

Introduction to Audio Signal Processing
  • Author : Warren L. G. Koontz
  • Publisher : RIT Press
  • Release : 01 December 2016
GET THIS BOOKIntroduction to Audio Signal Processing

Audio signal processing is at the heart of recording, enhancing, storing and transmitting audio content. Audio signal processing is used to convert between analog and digital formats, to cut or boost selected frequency ranges, to remove unwanted noise, to add effects and to obtain many other desired results. Today, this process can be done on an ordinary PC or laptop, as well as specialized recording equipment.Warren Koontz provides an introduction to this important topic with an emphasis on digital