Pathak, Manas A., <br/><br/>
Privacy-Preserving Machine Learning for Speech Processing / 
Manas A. Pathak. 
 - xvii, 141 pages :  illustrations (some color) ;  25 cm. 
 - Springer Theses, Recognizing Outstanding Ph.D. Research,  2190-5053 .
<br/><br/> "Doctoral Thesis accepted by Carnegie Mellon University, USA"--Title page. 
<br/><br/>
<br/><br/>Includes bibliographical references. 
<br/><br/>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. 
<br/><br/><label>ISBN: </label>9781461446385 (alk. paper) 
<br/><br/><label>LCCN: </label>2012949704 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Speech processing systems.
<br/><br/><label>LC Class. No.: </label>MLCM 2016/40825 (T) 
<br/><br/><label>Dewey Class. No.: </label>000.454 PAT