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Volumn , Issue , 2011, Pages 2337-2340

Nearest neighbors with learned distances for phonetic frame classification

Author keywords

Distance learning; Multilayer perceptrons; Nearest neighbors; Phonetic classification

Indexed keywords

ACOUSTIC MODELING; APPROXIMATE NEAREST NEIGHBOR SEARCH; CLASSIFICATION OF SPEECH; CLASSIFICATION PERFORMANCE; DISTANCE METRICS; ERROR RATE; EUCLIDEAN DISTANCE; GAUSSIAN MIXTURE MODEL; GAUSSIANS; LOCALITY PRESERVING PROJECTIONS; LOCALITY SENSITIVE HASHING; MAHALANOBIS DISTANCES; MULTI-LAYER PERCEPTRON CLASSIFIERS; NEAREST NEIGHBORS; PHONETIC CLASSIFICATION; TEST TIME; TIMIT DATABASE;

EID: 84865772542     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (13)

References (12)
  • 1
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    • Speech recognition with state-based nearest neighbour classifiers
    • T. Deselaers, G. Heigold, and H. Ney, "Speech recognition with state-based nearest neighbour classifiers," in ICSLP, 2007.
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    • Deselaers, T.1    Heigold, G.2    Ney, H.3
  • 2
    • 78650208928 scopus 로고    scopus 로고
    • Learning label embeddings for nearest-neighbor multi-class classification with an application to speech recognition
    • N. Singh-Miller and M. Collins, "Learning label embeddings for nearest-neighbor multi-class classification with an application to speech recognition," in NIPS, 2009.
    • (2009) NIPS
    • Singh-Miller, N.1    Collins, M.2
  • 3
    • 79959856626 scopus 로고    scopus 로고
    • Phoneme classification and lattice rescoring based on a κ-NN approach
    • L. Golipour and D. O'Shaughnessy, "Phoneme classification and lattice rescoring based on a k-NN approach," in Interspeech, 2010.
    • (2010) Interspeech
    • Golipour, L.1    O'shaughnessy, D.2
  • 5
    • 61749090884 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • K. Q. Weinberger and L. K. Saul, "Distance metric learning for large margin nearest neighbor classification," The Journal of Machine Learning Research, vol. 10, pp. 207-244, 2009.
    • (2009) The Journal of Machine Learning Research , vol.10 , pp. 207-244
    • Weinberger, K.Q.1    Saul, L.K.2
  • 6
    • 8644228268 scopus 로고    scopus 로고
    • Locality preserving projections
    • X. He and P. Niyogi, "Locality preserving projections," in NIPS, 2003.
    • (2003) NIPS
    • He, X.1    Niyogi, P.2
  • 7
    • 84926662675 scopus 로고    scopus 로고
    • Nearest neighbor pattern classification
    • T. Cover and P. Hart, "Nearest neighbor pattern classification, " Information Theory, IEEE Transactions on, vol. 13, no. 1, pp. 21-27, 2002.
    • (2002) Information Theory, IEEE Transactions on , vol.13 , Issue.1 , pp. 21-27
    • Cover, T.1    Hart, P.2
  • 8
    • 37549058056 scopus 로고    scopus 로고
    • Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions
    • A. Andoni and P. Indyk, "Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions," Communications of the ACM, vol. 51, no. 1, pp. 117-122, 2008.
    • (2008) Communications of the ACM , vol.51 , Issue.1 , pp. 117-122
    • Andoni, A.1    Indyk, P.2
  • 11
    • 51449111649 scopus 로고    scopus 로고
    • A study of locality preserving projections for feature extraction in speech recognition
    • Y. Tang and R. Rose, "A study of locality preserving projections for feature extraction in speech recognition," in ICASSP, 2008.
    • (2008) ICASSP
    • Tang, Y.1    Rose, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.