دانلود کتاب Machine Audition: Principles, Algorithms and Systems (Premier Reference Source)

فهرست مطالب :

Title ......Page 2
List of Reviewers......Page 4
Table of Contents......Page 5
Detailed Table of Contents......Page 9
Preface......Page 16
Acknowledgment......Page 22
Unstructured Environmental Audio: Representation, Classification and Modeling......Page 24
Modeling Grouping Cues for Auditory Scene Analysis Using a Spectral Clustering Formulation......Page 45
Cocktail Party Problem: Source Separation Issues and Computational Methods......Page 84
Audition: From Sound to Sounds......Page 103
A Multimodal Solution to Blind Source Separation of Moving Sources......Page 130
Sound Source Localization: Conventional Methods and Intensity Vector Direction Exploitation......Page 149
Probabilistic Modeling Paradigms for Audio Source Separation......Page 185
Tensor Factorization with Application to Convolutive Blind Source Separation of Speech......Page 209
Multi-Channel Source Separation: Overview and Comparison of Mask-Based and Linear Separation Algorithms......Page 230
Audio Source Separation Using Sparse Representations......Page 269
Itakura-Saito Nonnegative Factorizations of the Power Spectrogram for Music Signal Decomposition......Page 289
Music Onset Detection......Page 320
On the Inherent Segment Length in Music......Page 340
Automatic Tagging of Audio: The State-of-the-Art......Page 357
Instantaneous vs. Convolutive Non-Negative Matrix Factorization: Models, Algorithms and Applications to Audio Pattern Separation......Page 376
Musical Information Dynamics as Models of Auditory Anticipation......Page 394
Multimodal Emotion Recognition......Page 421
Machine Audition of Acoustics: Acoustic Channel Modeling and Room Acoustic Parameter Estimation......Page 447
Neuromorphic Speech Processing: Objectives and Methods......Page 470
Compilation of References......Page 497
About the Contributors......Page 538
Index......Page 549