000			02203cam a22003857i 4500
999			_c6137 _d6137
001			17466834
003			OSt
005			20200125111314.0
008			120918s2013 nyua b 000 0 eng
010			_a 2012949704
020			_a9781461446385 (alk. paper)
020			_z9781461446392 (eBook)
040			_aDLC _beng _erda _cDLC
050	0	0	_aMLCM 2016/40825 (T)
082			_a000.454 PAT
100	1		_aPathak, Manas A., _eauthor.
245	1	0	_aPrivacy-Preserving Machine Learning for Speech Processing / _cManas A. Pathak.
264		1	_aNew York : _bSpringer, _c[2013]
300			_axvii, 141 pages : _billustrations (some color) ; _c25 cm.
336			_atext _btxt _2rdacontent
337			_aunmediated _bn _2rdamedia
338			_avolume _bnc _2rdacarrier
490	0		_aSpringer Theses, Recognizing Outstanding Ph.D. Research, _x2190-5053
500			_a"Doctoral Thesis accepted by Carnegie Mellon University, USA"--Title page.
502			_bPh. D. _cCarnegie Mellon University _d2012
504			_aIncludes bibliographical references.
505			_aThesis 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	_aSpeech processing systems.
856	4	2	_3Publisher description _uhttp://www.loc.gov/catdir/enhancements/fy1409/2012949704-d.html
856	4	1	_3Table of contents only _uhttp://www.loc.gov/catdir/enhancements/fy1409/2012949704-t.html
856	4	2	_3Contributor biographical information _uhttp://www.loc.gov/catdir/enhancements/fy1409/2012949704-b.html
906			_a7 _bcbc _corignew _d4 _eepcn _f20 _gy-gencatlg
942			_2ddc _cRFT