Canonical correlation analysis in speech enhancement. ([2018])

• Record Type: Book
• Further Information: Note: Jacob Benesty, Israel Cohen.
• Authors: Benesty, Jacob; Cohen, Israel, 1879-1961
• Contents: Abstract; 1 Introduction; 1.1 Canonical Correlation Analysis and Speech Enhancement; 1.2 Organization of the Work; References; 2 Canonical Correlation Analysis; 2.1 Preliminaries; 2.2 How CCA Works; 2.3 The Singular Case; References; 3 Single-Channel Speech Enhancement in the Time Domain; 3.1 Signal Model and Problem Formulation; 3.2 Canonical Linear Filtering; 3.3 Performance Measures; 3.4 Optimal Canonical Filters from the Desired and Noisy Signals; 3.5 Optimal Canonical Filters from the Noise and Noisy Signals; References; 4 Single-Channel Speech Enhancement in the STFT Domain. 4.1 Signal Model and Problem Formulation4.2 Canonical Linear Filtering; 4.3 Performance Measures; 4.4 Optimal Canonical Filters from the Desired and Noisy Signals; 4.5 Optimal Canonical Filters from the Noise and Noisy Signals; References; 5 Multichannel Speech Enhancement in the Time Domain; 5.1 Signal Model and Problem Formulation; 5.2 Canonical Linear Filtering; 5.3 Performance Measures; 5.4 Optimal Canonical Filters from the Desired and Noisy Signals; 5.5 Optimal Canonical Filters from the Noise and Noisy Signals; 5.6 Other Possibilities; References. 6 Multichannel Speech Enhancement in the STFT Domain6.1 Signal Model and Problem Formulation; 6.2 Canonical Linear Filtering; 6.3 Performance Measures; 6.4 Optimal Canonical Filters from the Desired and Noisy Signals; 6.5 Optimal Canonical Filters from the Noise and Noisy Signals; 6.6 Other Possibilities; References; 7 Adaptive Beamforming; 7.1 Signal Model and Problem Formulation; 7.2 Canonical Linear Filtering; 7.3 Performance Measures; 7.4 Optimal Canonical Filters from the Desired and Noisy Signals; 7.5 Optimal Canonical Filters from the Noise and Noisy Signals; References; Index.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Copyright Date: 2018
• Extent: 1 online resource
• Subjects: 006.4/54; Engineering; Speech processing systems; COMPUTERS -- General; Speech processing systems; Technology & Engineering -- Electronics -- General; Imaging systems & technology; Electronic books
• Languages: English
• ISBNs: 9783319670201; 3319670204
• Related ISBNs: 3319670190; 9783319670195
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.