[PDF] Top 20 A Modified Joint Source Channel Model for Transliteration

... But, in some cases, the number of transliteration units retrieved from the Bengali and English words may differ. The [ [ýÊLã]çc÷X (brijmohan) ↔ brijmohan ] name pair yields 5 TUs in Bengali side and 4 TUs in ... See full document

... Joint source-channel coding (JSCC) has been widely used to exploit the memory structure inherent within the source information ...as source encoder and the implicit residual redundancy ... See full document

... using channel codes were proposed in [12, 13, 14], and the use of turbo-like codes in this problem was proposed in [15, ...between source and channel coding holds for transmission of correlated ... See full document

... variable-rate source encoder generates one-bit stream for each of the possible encoding ...our model, the variable rate encoder is used because of its better performance compared to an embedded ...DPCM ... See full document

... sulting model. For the sake of clarity, we have considered simple source models in the ...higher-order source models. The state model of the coding and decod- ing process is of finite ... See full document

... two channel impulse noise ...noise model as in [18, ...noise model. This model takes into ac- count the discrete nature of the impulse errors at the out- put of the VLC/FCL ...the ... See full document

... of joint compression and security has also been ...probability model, as shown in [5]. The main problem of joint compression and security is to make sure that security does not decrease the ... See full document

... context, joint source-channel decod- ing (JSCD) strategies have gained attention as viable alternatives to separate decoding of source and channel ...the source and ... See full document

... vious model-based strategy performs worse than system-based one and then proposes a joint alignment algorithm to solve the alignment unit inconsistent issue, which is the main reason of leading to the worse ... See full document

... the source language, say E, into an intermediate phonemic representation P, and then convert the phonemic representation into the target language, say Chinese ...E2C transliteration, the phoneme-based ... See full document

... machine transliteration, letter-to-phoneme conversion, language modeling, or machine translation share similar problems and solutions with input ...noisy channel model (Mori et ...than joint ... See full document

... The system integrates all the models into a more complex discriminative model in a log linear for- mulation. The weights for the individual mod- els can be optimized on development data so that the system outputs ... See full document

... In the process of finding the best output using Equation 2, a dynamic programming algorithm for joint decoding of the segmentation and conversion is possible, but the implementation becomes very complicated. ... See full document

... for transliteration will learn to “transliterate” (or actually translate) “change” to ...the transliteration accuracy and may cause Algorithm 2 to predict a stopping iteration which is too ... See full document

... word model is invoked. In Japanese, our unknown word model relies on heuristics based on char- acter types and word length to generate word nodes, similar to that of MeCab (Kudo et ... See full document

... languages. Transliteration of Named Entities (NEs) is a necessary subtask in many applica- tions, such as machine translation, cor- pus alignment, cross-language IR, infor- mation extraction and automatic lexicon ... See full document

... English-Hebrew transliteration pairs, and used an- other 250 different samples for training the ...300 transliteration pairs out of all the pos- sible transliteration ...evaluating ... See full document

... a joint source-channel coding scheme by parallel concatenating the VLC with a turbo ...symbol-level joint trellis is derived through merging a symbol-level VLC trellis with a convo- lutional ... See full document

... for source language words that have no appropriate counterparts in target language, such as some tech- nical terms and named ...machine transliteration (Knight and Graehl, 1998) is a tech- nology to solve ... See full document

... spatial channel model (SCM) is a stochastic channel model for MIMO ...SCM model does not show the degree of variation which is encoun- tered in real ...a modified SCM ... See full document