Privacy-Preserving Machine Learning for Speech Processing /

Detalles Bibliográficos
Autor principal: Pathak, Manas A. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: eBook
Lenguaje:English
Publicado: New York, NY : Springer New York : Imprint: Springer, 2013.
Edición:1st ed. 2013.
Colección:Springer Theses, Recognizing Outstanding Ph.D. Research,
Materias:
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020 |a 9781461446392 
024 7 |a 10.1007/978-1-4614-4639-2  |2 doi 
040 |a Sistema de Bibliotecas del Tecnológico de Costa Rica 
100 1 |a Pathak, Manas A.  |e author. 
245 1 0 |a Privacy-Preserving Machine Learning for Speech Processing /  |c by Manas A. Pathak. 
250 |a 1st ed. 2013. 
260 # # |a New York, NY :  |b Springer New York :  |b Imprint: Springer,  |c 2013. 
300 |a XVIII, 142 p. :  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Springer Theses, Recognizing Outstanding Ph.D. Research, 
505 0 |a Thesis Overview -- Speech Processing Background -- Privacy Background -- Overview of Speaker Verification with Privacy -- Privacy-Preserving Speaker Verification Using Gaussian Mixture Models -- Privacy-Preserving Speaker Verification as String Comparison -- Overview of Speaker Indentification with Privacy -- Privacy-Preserving Speaker Identification Using Gausian Mixture Models -- Privacy-Preserving Speaker Identification as String Comparison -- Overview of Speech Recognition with Privacy -- Privacy-Preserving Isolated-Word Recognition -- Thesis Conclusion -- Future Work -- Differentially Private Gaussian Mixture Models. 
650 0 |a Signal processing. 
650 0 |a Image processing. 
650 0 |a Speech processing systems. 
650 0 |a Electrical engineering. 
650 0 |a Data structures (Computer science). 
650 0 |a Power electronics. 
650 1 4 |a Signal, Image and Speech Processing. 
650 2 4 |a Communications Engineering, Networks. 
650 2 4 |a Data Structures and Information Theory. 
650 2 4 |a Power Electronics, Electrical Machines and Networks. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks