Intelligent Audio Analysis

Intelligent Audio Analysis
Author :
Publisher : Springer Science & Business Media
Total Pages : 358
Release :
ISBN-10 : 9783642368066
ISBN-13 : 3642368069
Rating : 4/5 (069 Downloads)

Book Synopsis Intelligent Audio Analysis by : Björn W. Schuller

Download or read book Intelligent Audio Analysis written by Björn W. Schuller and published by Springer Science & Business Media. This book was released on 2014-07-08 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 by a description of the specific data and methods applied, experiments and results, and a conclusion for this specific task. The books provides benchmark results and standardized test-beds for a broader range of audio analysis tasks. The main focus thereby lies on the parallel advancement of realism in audio analysis, as too often today’s results are overly optimistic owing to idealized testing conditions, and it serves to stimulate synergies arising from transfer of methods and leads to a holistic audio analysis.


Intelligent Audio Analysis Related Books

Intelligent Audio Analysis
Language: en
Pages: 358
Authors: Björn W. Schuller
Categories: Technology & Engineering
Type: BOOK - Published: 2014-07-08 - Publisher: Springer Science & Business Media

GET EBOOK

This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods
Intelligent Audio Analysis
Language: en
Pages: 345
Authors: Björn W. Schuller
Categories: Technology & Engineering
Type: BOOK - Published: 2015-05-19 - Publisher: Springer

GET EBOOK

This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods
Intelligent Speech Signal Processing
Language: en
Pages: 210
Authors: Nilanjan Dey
Categories: Technology & Engineering
Type: BOOK - Published: 2019-04-02 - Publisher: Academic Press

GET EBOOK

Intelligent Speech Signal Processing investigates the utilization of speech analytics across several systems and real-world activities, including sharing data a
An Introduction to Audio Content Analysis
Language: en
Pages: 273
Authors: Alexander Lerch
Categories: Technology & Engineering
Type: BOOK - Published: 2012-11-05 - Publisher: John Wiley & Sons

GET EBOOK

With the proliferation of digital audio distribution over digital media, audio content analysis is fast becoming a requirement for designers of intelligent sign
Intelligent Music Production
Language: en
Pages: 435
Authors: Brecht De Man
Categories: Technology & Engineering
Type: BOOK - Published: 2019-11-07 - Publisher: Routledge

GET EBOOK

Intelligent Music Production presents the state of the art in approaches, methodologies and systems from the emerging field of automation in music mixing and ma