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Volumn 2015-August, Issue , 2015, Pages 5366-5370

Low-resource keyword search strategies for Tamil

Author keywords

active learning; agglutinative languages; deep neural network (DNN); inflective languages; keyword spotting; morphology; semi supervised learning; Spoken term detection (STD); under resourced languages; unsupervised learning

Indexed keywords

AUDIO SIGNAL PROCESSING; DEEP NEURAL NETWORKS; MORPHOLOGY; SEARCH ENGINES; SPEECH COMMUNICATION; SPEECH RECOGNITION; SUPERVISED LEARNING; UNSUPERVISED LEARNING;

EID: 84946036768     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2015.7178996     Document Type: Conference Paper
Times cited : (42)

References (31)
  • 2
    • 0000763574 scopus 로고    scopus 로고
    • Automatic recognition and understanding of spoken language-A first step toward natural human-machine communication
    • Biing-Hwang Juang and Sadaoki Furui, "Automatic recognition and understanding of spoken language-A first step toward natural human-machine communication," Proceedings of the IEEE, vol. 88, no. 8, pp. 1142-1165, 2000.
    • (2000) Proceedings of the IEEE , vol.88 , Issue.8 , pp. 1142-1165
    • Juang, B.-H.1    Furui, S.2
  • 3
    • 0025517070 scopus 로고
    • Automatic recognition of keywords in unconstrained speech using hidden markov models
    • Jay G Wilpon, L Rabiner, Chin-Hui Lee, and ER Goldman, "Automatic recognition of keywords in unconstrained speech using hidden markov models," IEEE TASLP, vol. 38, no. 11, pp. 1870-1878, 1990.
    • (1990) IEEE TASLP , vol.38 , Issue.11 , pp. 1870-1878
    • Wilpon, J.G.1    Rabiner, L.2    Lee, C.-H.3    Goldman, E.R.4
  • 4
    • 0001596920 scopus 로고    scopus 로고
    • Large-vocabulary continuous speech recognition: Advances and applications
    • J Gauvain and Lori Lamel, "Large-vocabulary continuous speech recognition: advances and applications," Proceedings of the IEEE, vol. 88, no. 8, pp. 1181-1200, 2000.
    • (2000) Proceedings of the IEEE , vol.88 , Issue.8 , pp. 1181-1200
    • Gauvain, J.1    Lamel, L.2
  • 6
    • 0036293684 scopus 로고    scopus 로고
    • Active learning for automatic speech recognition
    • Dilek Hakkani-Tur, Giuseppe Riccardi, and Allen Gorin, "Active learning for automatic speech recognition," in Proc. IEEE ICASSP, 2002, vol. 4, pp. IV-3904.
    • (2002) Proc. IEEE ICASSP , vol.4 , pp. IV-3904
    • Dilek, H.-T.1    Riccardi, G.2    Gorin, A.3
  • 7
    • 0036460908 scopus 로고    scopus 로고
    • Lightly supervised and unsupervised acoustic model training
    • Lori Lamel, Jean-Luc Gauvain, and Gilles Adda, "Lightly supervised and unsupervised acoustic model training," Computer Speech &Language, vol. 16, no. 1, pp. 115-129, 2002.
    • (2002) Computer Speech &Language , vol.16 , Issue.1 , pp. 115-129
    • Lamel, L.1    Gauvain, J.-L.2    Adda, G.3
  • 8
    • 77950063604 scopus 로고    scopus 로고
    • Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion
    • Dong Yu, Balakrishnan Varadarajan, Li Deng, and Alex Acero, "Active learning and semi-supervised learning for speech recognition: A unified framework using the global entropy reduction maximization criterion," Computer Speech &Language, vol. 24, no. 3, pp. 433-444, 2010.
    • (2010) Computer Speech &Language , vol.24 , Issue.3 , pp. 433-444
    • Yu, D.1    Varadarajan, B.2    Deng, L.3    Acero, A.4
  • 10
    • 44849132070 scopus 로고    scopus 로고
    • Data selection for speech recognition
    • YiWu, Rong Zhang, and Alexander Rudnicky, "Data selection for speech recognition," in Proc. IEEE ASRU, 2007, pp. 562-565.
    • (2007) Proc. IEEE ASRU , pp. 562-565
    • Wu, Y.1    Zhang, R.2    Rudnicky, A.3
  • 11
    • 70450220373 scopus 로고    scopus 로고
    • How to select a good training-data subset for transcription: Submodular active selection for sequences
    • Hui Lin and Jeff Bilmes, "How to select a good training-data subset for transcription: Submodular active selection for sequences," in INTERSPEECH, 2009.
    • (2009) INTERSPEECH
    • Lin, H.1    Bilmes, J.2
  • 12
    • 84926184611 scopus 로고    scopus 로고
    • Using document summarization techniques for speech data subset selection
    • Kai Wei, Yuzong Liu, Katrin Kirchhoff, and Jeff Bilmes, "Using document summarization techniques for speech data subset selection.," in HLT-NAACL, 2013, pp. 721-726.
    • (2013) HLT-NAACL , pp. 721-726
    • Wei, K.1    Liu, Y.2    Kirchhoff, K.3    Bilmes, J.4
  • 13
    • 84910089557 scopus 로고    scopus 로고
    • A keyword-boosted smbr criterion to enhance keyword search performance in deep neural network based acoustic modeling
    • I-Fan Chen, Nancy F Chen, and Chin-Hui Lee, "A Keyword-Boosted sMBR Criterion to Enhance Keyword Search Performance in Deep Neural Network Based Acoustic Modeling," in INTERSPEECH, 2014.
    • (2014) INTERSPEECH
    • Chen, I.-F.1    Chen, N.F.2    Lee, C.-H.3
  • 14
    • 84878585396 scopus 로고    scopus 로고
    • White listing and score normalization for keyword spotting of noisy speech
    • Bing Zhang, Richard M Schwartz, Stavros Tsakalidis, Long Nguyen, and Spyros Matsoukas, "White listing and score normalization for keyword spotting of noisy speech.," in INTERSPEECH, 2012.
    • (2012) INTERSPEECH
    • Zhang, B.1    Schwartz, R.M.2    Tsakalidis, S.3    Nguyen, L.4    Matsoukas, S.5
  • 15
    • 84912082128 scopus 로고    scopus 로고
    • A novel keyword+lvcsr-filler based grammar network representation for spoken keyword search
    • I-Fan Chen, Chongjia Ni, Boon Pang Lim, Nancy F Chen, and Chin-Hui Lee, "A novel keyword+lvcsr-filler based grammar network representation for spoken keyword search," in ISCSLP, 2014.
    • (2014) ISCSLP
    • Chen, I.-F.1    Ni, C.2    Lim, B.P.3    Chen, N.F.4    Lee, C.-H.5
  • 17
    • 84865351796 scopus 로고    scopus 로고
    • Morpholexical and discriminative language models for Turkish automatic speech recognition
    • Hasim Sak, Murat Saraçlar, and Tunga Gungor, "Morpholexical and discriminative language models for turkish automatic speech recognition," IEEE TASLP, vol. 20, no. 8, pp. 2341-2351, 2012.
    • (2012) IEEE TASLP , vol.20 , Issue.8 , pp. 2341-2351
    • Sak, H.1    Saraçlar, M.2    Gungor, T.3
  • 19
    • 84906247137 scopus 로고    scopus 로고
    • Experiments towards a better lvcsr system for Tamil
    • Melvin Jose Johnson Premkumar, Ngoc Thang Vu, and Tanja Schultz, "Experiments towards a better lvcsr system for tamil," in INTERSPEECH, 2013.
    • (2013) INTERSPEECH
    • Premkumar, M.J.J.1    Vu, N.T.2    Schultz, T.3
  • 20
    • 84938721921 scopus 로고    scopus 로고
    • A keyword-aware grammar framework for lvcsr-based spoken keyword search
    • I-Fan Chen, Chongjia Ni, Boon Pang Lim, Nancy F Chen, and Chin-Hui Lee, "A Keyword-Aware Grammar Framework for LVCSR-Based Spoken Keyword Search," in Proc. IEEE ICASSP, 2015.
    • (2015) Proc. IEEE ICASSP
    • Chen, I.-F.1    Ni, C.2    Lim, B.P.3    Chen, N.F.4    Lee, C.-H.5
  • 21
    • 84946074880 scopus 로고    scopus 로고
    • "Morfessor 2.0.0: last accessed, August
    • "Morfessor 2.0.0: http://www.cis.hut.fi/projects/morpho/morfessor2.shtml," last accessed, August 2014.
    • (2014)
  • 22
    • 84858953642 scopus 로고    scopus 로고
    • The kaldi speech recognition toolkit
    • Daniel Povey et al., "The kaldi speech recognition toolkit," in Proc. of IEEE ASRU, 2011.
    • (2011) Proc. of IEEE ASRU
    • Povey, D.1
  • 25
    • 0021645331 scopus 로고
    • Speech enhancement using a minimum-mean square error short-time spectral amplitude estimator
    • Yariv Ephraim and David Malah, "Speech enhancement using a minimum-mean square error short-time spectral amplitude estimator," IEEE TASLP, vol. 32, no. 6, pp. 1109-1121, 1984.
    • (1984) IEEE TASLP , vol.32 , Issue.6 , pp. 1109-1121
    • Ephraim, Y.1    Malah, D.2
  • 29
    • 84938721918 scopus 로고    scopus 로고
    • Unsupervised data selection and word-morph mixed language model for Tamil low-resource keyword searh
    • Chongjia Ni, Cheung-Chi Leung, Lei Wang, Nancy F Chen, and Bin Ma, "Unsupervised Data Selection and Word-Morph Mixed Language Model for Tamil Low-Resource Keyword Searh," in Proc. IEEE ICASSP, 2015.
    • (2015) Proc. IEEE ICASSP
    • Ni, C.1    Leung, C.-C.2    Wang, L.3    Chen, N.F.4    Ma, B.5
  • 30
    • 84946012970 scopus 로고    scopus 로고
    • Submodular data selection with acoustic and phonetic features for automatic speech recogntion
    • Chongjia Ni, LeiWang, Haibo Liu, Cheung-Chi Leung, Li Lu, and Bin M, "Submodular data selection with acoustic and phonetic features for automatic speech recogntion," in Proc. IEEE ICASSP, 2015.
    • (2015) Proc. IEEE ICASSP
    • Ni, C.1    Wang, L.2    Liu, H.3    Leung, C.-C.4    Lu, L.5    Bin, M.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.