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Volumn , Issue , 2014, Pages 2288-2292

Robust articulatory speech synthesis using deep neural networks for BCI applications

Author keywords

Articulatory speech synthesis; Brain computer interface (BCI); Deep auto encoder; Deep neural networks; Dimensionality reduction; EMA; Noise robustness

Indexed keywords

BEHAVIORAL RESEARCH; BRAIN COMPUTER INTERFACE; INTERFACES (COMPUTER); LEARNING SYSTEMS; SPEECH COMMUNICATION; SPEECH SYNTHESIS;

EID: 84910066630     PISSN: 2308457X     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (30)

References (25)
  • 2
    • 45749117611 scopus 로고    scopus 로고
    • Cortical control of a prosthetic arm for selffeeding
    • Jun
    • M. Velliste, S. Perel, M. C. Spalding, A. S. Whitford, and A. B. Schwartz, "Cortical control of a prosthetic arm for selffeeding", Nature, vol. 453, no. 7198, pp. 1098-101, Jun. 2008.
    • (2008) Nature , vol.453 , Issue.7198 , pp. 1098-1101
    • Velliste, M.1    Perel, S.2    Spalding, M.C.3    Whitford, A.S.4    Schwartz, A.B.5
  • 5
    • 77956486923 scopus 로고    scopus 로고
    • Development of speech prostheses: Current status and recent advances
    • Sep
    • J. S. Brumberg and F. H. Guenther, "Development of speech prostheses: current status and recent advances", Expert Rev. Med. Devices, vol. 7, no. 5, pp. 667-79, Sep. 2010.
    • (2010) Expert Rev. Med. Devices , vol.7 , Issue.5 , pp. 667-679
    • Brumberg, J.S.1    Guenther, F.H.2
  • 7
    • 0001792343 scopus 로고
    • Compensatoy articulation during speech: Evidence from the analysis and synthesis of vocal-tract shapes using an articulatory model
    • S. Maeda, "Compensatoy Articulation During Speech: Evidence from the analysis and Synthesis of Vocal-Tract shapes using an articulatory model", Speech Prod. Speech Model., pp. 131-149, 1990.
    • (1990) Speech Prod. Speech Model , pp. 131-149
    • Maeda, S.1
  • 8
    • 0035025894 scopus 로고    scopus 로고
    • Linear degrees of freedom in speech production: Analysis of cineradio- And labiofilm data and articulatory-acoustic modeling
    • May
    • D. Beautemps, P. Badin, and G. Bailly, "Linear degrees of freedom in speech production: Analysis of cineradio- And labiofilm data and articulatory-acoustic modeling", J. Acoust. Soc. Am., vol. 109, no. 5, pp. 2165-2180, May 2001.
    • (2001) J. Acoust. Soc. Am. , vol.109 , Issue.5 , pp. 2165-2180
    • Beautemps, D.1    Badin, P.2    Bailly, G.3
  • 9
    • 84875370405 scopus 로고    scopus 로고
    • Functional organization of human sensorimotor cortex for speech articulation
    • Mar
    • K. E. Bouchard, N. Mesgarani, K. Johnson, and E. F. Chang, "Functional organization of human sensorimotor cortex for speech articulation", Nature, vol. 495, no. 7441, pp. 327-32, Mar. 2013.
    • (2013) Nature , vol.495 , Issue.7441 , pp. 327-332
    • Bouchard, K.E.1    Mesgarani, N.2    Johnson, K.3    Chang, E.F.4
  • 12
    • 84865772217 scopus 로고    scopus 로고
    • Statistical mapping between articulatory and acoustic data for an ultrasound-based silent speech interface
    • August
    • T. Hueber, E. Benaroya, B. Denby, and G. Chollet, "Statistical Mapping Between Articulatory and Acoustic Data for an Ultrasound-Based Silent Speech Interface", Proc. Inter speech, no. August, pp. 593-596, 2011.
    • (2011) Proc. Inter Speech , pp. 593-596
    • Hueber, T.1    Benaroya, E.2    Denby, B.3    Chollet, G.4
  • 13
    • 38649140222 scopus 로고    scopus 로고
    • Statistical mapping between articulatory movements and acoustic spectrum using a gaussian mixture model
    • Mar
    • T. Toda, A. W. Black, and K. Tokuda, "Statistical mapping between articulatory movements and acoustic spectrum using a Gaussian mixture model", Speech Commun., vol. 50, no. 3, pp. 215-227, Mar. 2008.
    • (2008) Speech Commun , vol.50 , Issue.3 , pp. 215-227
    • Toda, T.1    Black, A.W.2    Tokuda, K.3
  • 15
    • 84910096540 scopus 로고    scopus 로고
    • Announcing the electromagnetic articulography (day 1) subset of the mngu0 articulatory corpus
    • K. Richmond, P. Hoole, S. King, and I. Forum, "Announcing the Electromagnetic Articulography (Day 1) Subset of the mngu0 Articulatory Corpus", Proc. Inter speech, no. Day 1, pp. 1-4.
    • Proc. Inter Speech, No. Day , vol.1 , pp. 1-4
    • Richmond, K.1    Hoole, P.2    King, S.3    Forum, I.4
  • 16
    • 6344254321 scopus 로고    scopus 로고
    • A neural network model of the articulatory-acoustic forward mapping trained on recordings of articulatory parameters
    • C. T. Kello and D. C. Plaut, "A neural network model of the articulatory-acoustic forward mapping trained on recordings of articulatory parameters", J. Acoust. Soc. Am., vol. 116, no. 4, p. 2354, 2004.
    • (2004) J. Acoust. Soc. Am , vol.116 , Issue.4
    • Kello, C.T.1    Plaut, D.C.2
  • 18
    • 59449087310 scopus 로고    scopus 로고
    • Exploring strategies for training deep neural networks
    • H. Larochelle, Y. Bengio, and P. Lamblin, "Exploring Strategies for Training Deep Neural Networks", J. Mach. Learn. Res., vol. 1, pp. 1-40, 2009.
    • (2009) J. Mach. Learn. Res. , vol.1 , pp. 1-40
    • Larochelle, H.1    Bengio, Y.2    Lamblin, P.3
  • 19
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • Jul
    • G. E. Hinton and R. R. Salakhutdinov, "Reducing the dimensionality of data with neural networks", Science, vol. 313, no. 5786, pp. 504-7, Jul. 2006.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 20
    • 84861125212 scopus 로고    scopus 로고
    • A practical guide to training restricted boltzmann machines a practical guide to training restricted boltzmann machines
    • G. Hinton, "A Practical Guide to Training Restricted Boltzmann Machines A Practical Guide to Training Restricted Boltzmann Machines", Comput. Sci., vol. 7700, pp. 599-619.
    • Comput. Sci. , vol.7700 , pp. 599-619
    • Hinton, G.1
  • 23
    • 0001308639 scopus 로고
    • Using weighted rankings in the analysis of complete blocks with additive block effects
    • Sep
    • D. Quade, "Using Weighted Rankings in the Analysis of Complete Blocks with Additive Block Effects", J. Am. Stat. Assoc., vol. 74, no. 367, pp. 680-683, Sep. 1979.
    • (1979) J. Am. Stat. Assoc. , vol.74 , Issue.367 , pp. 680-683
    • Quade, D.1
  • 24
    • 70349227947 scopus 로고    scopus 로고
    • The application of hidden markov models in speech recognition
    • M. Gales and S. Young, "The Application of Hidden Markov Models in Speech Recognition", Found. Trends® Signal Process., vol. 1, no. 3, pp. 195-304, 2007.
    • (2007) Found. Trends® Signal Process. , vol.1 , Issue.3 , pp. 195-304
    • Gales, M.1    Young, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.