Speech Processing and Soft Computing [electronic resource] / by Sid-Ahmed Selouani.
Tipo de material: TextoSeries SpringerBriefs in Electrical and Computer EngineeringEdición: 1Descripción: IX, 104p. 24 illus., 3 illus. in color. online resourceISBN: 9781441996855 99781441996855Tema(s): Engineering | Engineering | User Interfaces and Human Computer Interaction | ENERGY, GENERAL | SIGNAL, IMAGE AND SPEECH PROCESSING | COMPUTATIONAL INTELIGENCE | COMPUTER SCIENCEClasificación CDD: 621.382 Recursos en línea: ir a documentoTipo de ítem | Ubicación actual | Colección | Signatura | Info Vol | Copia número | Estado | Fecha de vencimiento | Código de barras | Reserva de ítems |
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DOCUMENTOS DIGITALES | Biblioteca Jorge Álvarez Lleras | Digital | 621.382 223 (Navegar estantería) | Ej. 1 | 1 | Disponible | D000707 |
1. Introduction -- 2. Speech Enhancement Paradigm.-3. Connectionist Subspace Decomposition for Speech Enhancement -- 4. Variance of the Reconstruction Error Technique -- 5. Evolutionary Techniques for Speech Enhancement -- 6. Robustness of Automatic Speech Recognition -- 7. Artificial Neural Networks and Speech Recognition -- 8. Evolutionary Algorithms and Speech Recognition -- 9. Speaker Adaptation Using Evolutionary-based Approach.
Speech Processing and Soft Computing includes coverage of synergy between speech technology and bio-inspired soft computing methods. Through practical cases, the author explores, dissects and examines how soft computing may complement conventional techniques in speech enhancement and speech recognition in order to provide robust systems. The material is especially useful to graduate students and experienced researchers who are interested in expanding their horizons and investigating new research directions through review of the theoretical and practical settings of soft computing methods in very recent speech applications.
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