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Volumn , Issue , 2014, Pages 67-73

Reducing the cost of breaking audio captchas by active and semi-supervised learning

Author keywords

active learning; audio CAPTCHA; automatic speech recognition; semi supervised learning

Indexed keywords

ARTIFICIAL INTELLIGENCE; COST REDUCTION; COSTS; ELECTRONIC MAIL FILTERS; INTERNET; LEARNING ALGORITHMS; LEARNING SYSTEMS; SPEECH RECOGNITION;

EID: 84946690675     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2014.16     Document Type: Conference Paper
Times cited : (12)

References (22)
  • 1
    • 77954948468 scopus 로고    scopus 로고
    • Breaking audio captchas
    • D. Koller D. Schuurmans, Y. Bengio, and L. Bottou, Eds
    • J. Tam, J. Simsa, S. Hyde, and L. von Ahn, "Breaking Audio CAPTCHAs, " in NIPS, D. Koller, D. Schuurmans, Y. Bengio, and L. Bottou, Eds. , 2008
    • (2008) NIPS
    • Tam, J.1    Simsa, J.2    Hyde, S.3    Von Ahn, L.4
  • 4
    • 0003200767 scopus 로고    scopus 로고
    • The aurora experimental framework for the performance evaluation of speech recognition systems under Noisy Conditions
    • D. Pearce and H.-G. Hirsch, "The Aurora Experimental Framework for the Performance Evaluation of Speech Recognition Systems under Noisy Conditions, " in Proc. ISCA ITRW ASR2000, 2000
    • (2000) Proc. ISCA ITRW ASR2000
    • Pearce, D.1    Hirsch, H.-G.2
  • 5
    • 84925015532 scopus 로고    scopus 로고
    • Google reCAPTCHA
    • Google, "reCAPTCHA, " http://www.recaptcha.netasof03/2014
  • 6
    • 36348959574 scopus 로고    scopus 로고
    • Using machine learning to break visual human interaction proofs (hips)
    • K. Chellapilla and P. Y. Simard, "Using Machine Learning to Break Visual Human Interaction Proofs (HIPs), " in NIPS, 2004
    • (2004) NIPS
    • Chellapilla, K.1    Simard, P.Y.2
  • 9
    • 48649084325 scopus 로고    scopus 로고
    • Breaking visual captchas with naive pattern recognition algorithms
    • J. Yan and A. S. El Ahmad, "Breaking visual captchas with naive pattern recognition algorithms, " in Proc. ACSAC, 2007
    • (2007) Proc. ACSAC
    • Yan, J.1    El Ahmad, A.S.2
  • 16
    • 84935113569 scopus 로고
    • Error bounds for convolutional codes and an asymptotically optimum decoding algorithm
    • A. J. Viterbi, "Error bounds for convolutional codes and an asymptotically optimum decoding algorithm, " IEEE Transactions on Information Theory, 1967
    • (1967) IEEE Transactions on Information Theory
    • Viterbi, A.J.1
  • 17
    • 85009201768 scopus 로고    scopus 로고
    • Active and unsupervised learning for automatic speech recognition
    • G. Riccardi and D. Z. Hakkani-Tur, "Active and unsupervised learning for automatic speech recognition, " in INTERSPEECH, 2003
    • (2003) Interspeech
    • Riccardi, G.1    Hakkani-Tur, D.Z.2
  • 18
    • 77950063604 scopus 로고    scopus 로고
    • Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion
    • D. Yu, B. Varadarajan, L. Deng, and A. Acero, "Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion, " Computer Speech &Language, 2010
    • (2010) Computer Speech &language
    • Yu, D.1    Varadarajan, B.2    Deng, L.3    Acero, A.4
  • 20
  • 22
    • 0000353178 scopus 로고
    • A maximization technique occurring in the statistical analysis of probabilistic functions of markov Chains
    • L. E. Baum, T. Petrie, G. Soules, and N. Weiss, "A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains, " The Annals of Mathematical Statistics, 1970
    • (1970) The Annals of Mathematical Statistics
    • Baum, L.E.1    Petrie, T.2    Soules, G.3    Weiss, N.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.