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23 Apr 2013: Old New [41 Mb mpeg4 avi]. ... Short Small [5.7 Mb mpg1]. Results (ICCV07). New Results. Data. Contacts.

8 Nov 2013: xn are used to train the mixture model. Usingthe standard form of EM with mixture models show that the maximum likelihoodestimate for the “new” parameters, λ̂ji, is given by.

14 May 2013: new word belongs to. ... Second, there is an initialprocess of learning which enables the technique tothen categorize new, unseen images.

13 Jun 2013: 2.1. Maximum Likelihood trainingTo estimate the new VAT canonical model parametersM̂ thefollowing auxiliary function can be used. ... 3 and 4, is maximised, anda back-off procedure on the new estimates is generally ap-plied [2].

14 May 2013: return new Node(value, nothing, nothing);. if(value == current.value). return current;. if(value < current.value). ... returns KDNode. {. if(data.Count == 1). return new KDNode(nothing, -1, 0, data[0],.

13 Jun 2013: α. i α, where m is a new expert. (9). According to equation (9), the probability of the indicator indi-cating an existing component is proportional to the number ofdata associated ... with that component, and the probability of as-signing to a new

13 Jun 2013: Thus the ability to adapt ASRsystems to new operating conditions, unseen in the trainingdata, is important.

13 Jun 2013: A new adaptive train-ing algorithm, reverberant adaptive training (RAT), is proposed,where the RVTSJ adaptation is used in both testing and trainingstage.

27 Mar 2013: New York, NY, USA: Cambridge University Press, 2004. [14] Y. Kubo, S. ... New York:Springer-Verlag, 1995. [18] J. Weston, B. Schölkopf, and O. Bousquet, “Joint kernel maps,” inIWANN, 2005, pp.

13 Jun 2013: Nhyp(T ), then sum-to-one normalization computes new scores. ŝ(i,T ) = s(i,T )/Nhyp(T )X. ... Tranter, “Progress in the CU-HTKBroadcast News transcription system,” IEEE Transactions onAudio, Speech, and Language Processing, vol.

13 Jun 2013: In thisprocess, sub-words which form part of different word-level hypothe-ses can be grouped together as part of new key term hypotheses thatare not present in the lattice. ... James, “A system for unrestricted topic retrieval fromradio news broadcasts,

27 Mar 2013: αTφ(Oτ :t, ωm) = α. (ωm) log (p(Oτ :t|ωm)) (13). Equations (12) and (13) suggest that each time new segmentationθτ :t is considered the likelihood has to be

13 Jun 2013: We apply these methods to Cantonese,a language that presents some new issues in terms of reduced re-sources and shorter query lengths. ... This approach is inspired from [8]. Sum-to-one Normalization (STO): sum-to-one normalizationcomputes new scores as.

7 Nov 2013: benefit of simply requiring the output layer to be trained for a new. ... Prior to recognition, Tandem GMM-HMMs must be trained based on. the new Tandem features as described in Section 3.2.

9 Sep 2013: Because of the nature of the Dirichlet process, the posteriordistribution of the assignment of one observation given all other ones is split betweenthe existing components and the new ones:. ... P(zn = k. zn,η) {Nk, if k is an existing expert;η, if k

27 Mar 2013: e semiring operations dened on these new weights can be derived in various ways.e simplest for the purpose of this paper is to describe the derivatives of the sum orproduct