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An SVM ranking approach to stress assignmentDou, Qing Unknown Date
No description available.
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An SVM ranking approach to stress assignmentDou, Qing 11 1900 (has links)
The problem of stress assignment is to identify which syllables are phonetically more prominent than the others in a word. It is not only of theoretical interests to linguists but also very important to Text-to-Speech systems in terms of both accuracy and naturalness of pronunciation. Besides providing an in-depth survey of existing stress assignment algorithms in the fields of linguistics and speech generation, this thesis presents a ranking approach to stress assignment for both letters and phonemes. The final system is language independent and clearly outperforms all previous systems. When combined with a current state of art Letter-to-Phoneme system, error rate in stress assignment is reduced by up to 40%
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Uma análise dos vocoides altos em português brasileiro : relações entre silabificação e atribuição do acentoSimioni, Taíse January 2011 (has links)
Neste trabalho, buscamos observar como os vocoides altos se comportam, no que diz respeito à silabificação e à atribuição do acento, em português brasileiro (PB). O termo “vocoide” é aqui empregado para designar um segmento subjacente que pode se realizar como vogal ou como glide. Nosso objetivo, então, é o de verificar em que contextos a realização se dará com uma ou com outro. Para a análise que tem como pressuposto teórico a Teoria de Otimidade (Prince e Smolensky (1993), McCarthy e Prince (1993b)), tomamos como ponto de partida as hipóteses de que o glide pós-vocálico localiza-se na coda silábica, enquanto o glide pré-vocálico forma núcleo complexo com a vogal seguinte. O principal argumento para a primeira hipótese é o fato de que o glide não coocorre com um (outro) segmento em coda. Fundamentando a segunda hipótese, há o fato de que o glide pré-vocálico possui um papel a desempenhar na atribuição do acento, uma vez que não existem palavras em PB nas quais o acento “pula” uma sílaba constituída por ditongo crescente na penúltima posição (*ídioma). Em uma análise não derivacional, não é possível interpretar tal ausência como consequência do fato de que, em uma etapa anterior de silabificação, o vocoide alto ocupa a posição de núcleo, o que significa que o acento não pode incidir em uma sílaba à sua esquerda, pois estaria sendo violada a restrição da “janela de três sílabas”. Propomos, então, um ranqueamento que dá conta das diferentes estruturas silábicas de vogal mais glide pós-vocálico e de glide pré-vocálico mais vogal. No que diz respeito à atribuição do acento, foi possível observar que, de maneira geral, o vocoide alto só receberá acento se for acentuado no input. Se o acento não estiver presente no input ou se outro segmento receber acento no input, haverá uma preferência pela realização do vocoide alto como glide, uma vez que tal realização permite a satisfação simultânea das restrições relativas à silabificação e à atribuição do acento. / In this work, we aim to analyze the way high vocoids behave in relation to syllabification and stress assignment in Brazilian Portuguese (BP). The term “vocoid” is used here to express a subjacent segment that can surface as vowel or glide. Our objective is to verify in which contexts will surface one or the other. Based on Optimality Theory (Prince and Smolensky (1993), McCarthy and Prince (1993b)), we take as starting point the hypothesis that the postvocalic glide is placed in the syllabic coda whereas the prevocalic glide forms a complex nucleus with the following vowel. In relation to the first hypothesis, the main argument refers to the fact that the glide does not co-occur with another coda segment. Concerning the second hypothesis, our argument refers to the fact that the prevocalic glide has to play a role in the stress assignment, since there are not words in BP in which the stress “jumps” a syllable constituted by rising diphthong in the penultimate position (*ídioma). In a non-derivational analysis, it is not possible to interpret this absence as a consequence of an anterior stage of syllabification, where the high vocoid was placed in the nucleus position, and stress placement on a syllable on its left would mean a “three syllable window” violation. Therefore, we propose a ranking that deals with the different syllabic structures of vowel plus postvocalic glide and prevocalic glide plus vowel. In relation to stress assignment, in a general way, we observed that the high vocoid will be stressed only if it is stressed in the input. If the stress is not present in the input or if other segment is stressed in the input, there will be a preference for the realization of a high vocoid as glide, since this realization allows a simultaneous satisfaction of the constraints relating to syllabification and to stress assignment.
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Uma análise dos vocoides altos em português brasileiro : relações entre silabificação e atribuição do acentoSimioni, Taíse January 2011 (has links)
Neste trabalho, buscamos observar como os vocoides altos se comportam, no que diz respeito à silabificação e à atribuição do acento, em português brasileiro (PB). O termo “vocoide” é aqui empregado para designar um segmento subjacente que pode se realizar como vogal ou como glide. Nosso objetivo, então, é o de verificar em que contextos a realização se dará com uma ou com outro. Para a análise que tem como pressuposto teórico a Teoria de Otimidade (Prince e Smolensky (1993), McCarthy e Prince (1993b)), tomamos como ponto de partida as hipóteses de que o glide pós-vocálico localiza-se na coda silábica, enquanto o glide pré-vocálico forma núcleo complexo com a vogal seguinte. O principal argumento para a primeira hipótese é o fato de que o glide não coocorre com um (outro) segmento em coda. Fundamentando a segunda hipótese, há o fato de que o glide pré-vocálico possui um papel a desempenhar na atribuição do acento, uma vez que não existem palavras em PB nas quais o acento “pula” uma sílaba constituída por ditongo crescente na penúltima posição (*ídioma). Em uma análise não derivacional, não é possível interpretar tal ausência como consequência do fato de que, em uma etapa anterior de silabificação, o vocoide alto ocupa a posição de núcleo, o que significa que o acento não pode incidir em uma sílaba à sua esquerda, pois estaria sendo violada a restrição da “janela de três sílabas”. Propomos, então, um ranqueamento que dá conta das diferentes estruturas silábicas de vogal mais glide pós-vocálico e de glide pré-vocálico mais vogal. No que diz respeito à atribuição do acento, foi possível observar que, de maneira geral, o vocoide alto só receberá acento se for acentuado no input. Se o acento não estiver presente no input ou se outro segmento receber acento no input, haverá uma preferência pela realização do vocoide alto como glide, uma vez que tal realização permite a satisfação simultânea das restrições relativas à silabificação e à atribuição do acento. / In this work, we aim to analyze the way high vocoids behave in relation to syllabification and stress assignment in Brazilian Portuguese (BP). The term “vocoid” is used here to express a subjacent segment that can surface as vowel or glide. Our objective is to verify in which contexts will surface one or the other. Based on Optimality Theory (Prince and Smolensky (1993), McCarthy and Prince (1993b)), we take as starting point the hypothesis that the postvocalic glide is placed in the syllabic coda whereas the prevocalic glide forms a complex nucleus with the following vowel. In relation to the first hypothesis, the main argument refers to the fact that the glide does not co-occur with another coda segment. Concerning the second hypothesis, our argument refers to the fact that the prevocalic glide has to play a role in the stress assignment, since there are not words in BP in which the stress “jumps” a syllable constituted by rising diphthong in the penultimate position (*ídioma). In a non-derivational analysis, it is not possible to interpret this absence as a consequence of an anterior stage of syllabification, where the high vocoid was placed in the nucleus position, and stress placement on a syllable on its left would mean a “three syllable window” violation. Therefore, we propose a ranking that deals with the different syllabic structures of vowel plus postvocalic glide and prevocalic glide plus vowel. In relation to stress assignment, in a general way, we observed that the high vocoid will be stressed only if it is stressed in the input. If the stress is not present in the input or if other segment is stressed in the input, there will be a preference for the realization of a high vocoid as glide, since this realization allows a simultaneous satisfaction of the constraints relating to syllabification and to stress assignment.
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Uma análise dos vocoides altos em português brasileiro : relações entre silabificação e atribuição do acentoSimioni, Taíse January 2011 (has links)
Neste trabalho, buscamos observar como os vocoides altos se comportam, no que diz respeito à silabificação e à atribuição do acento, em português brasileiro (PB). O termo “vocoide” é aqui empregado para designar um segmento subjacente que pode se realizar como vogal ou como glide. Nosso objetivo, então, é o de verificar em que contextos a realização se dará com uma ou com outro. Para a análise que tem como pressuposto teórico a Teoria de Otimidade (Prince e Smolensky (1993), McCarthy e Prince (1993b)), tomamos como ponto de partida as hipóteses de que o glide pós-vocálico localiza-se na coda silábica, enquanto o glide pré-vocálico forma núcleo complexo com a vogal seguinte. O principal argumento para a primeira hipótese é o fato de que o glide não coocorre com um (outro) segmento em coda. Fundamentando a segunda hipótese, há o fato de que o glide pré-vocálico possui um papel a desempenhar na atribuição do acento, uma vez que não existem palavras em PB nas quais o acento “pula” uma sílaba constituída por ditongo crescente na penúltima posição (*ídioma). Em uma análise não derivacional, não é possível interpretar tal ausência como consequência do fato de que, em uma etapa anterior de silabificação, o vocoide alto ocupa a posição de núcleo, o que significa que o acento não pode incidir em uma sílaba à sua esquerda, pois estaria sendo violada a restrição da “janela de três sílabas”. Propomos, então, um ranqueamento que dá conta das diferentes estruturas silábicas de vogal mais glide pós-vocálico e de glide pré-vocálico mais vogal. No que diz respeito à atribuição do acento, foi possível observar que, de maneira geral, o vocoide alto só receberá acento se for acentuado no input. Se o acento não estiver presente no input ou se outro segmento receber acento no input, haverá uma preferência pela realização do vocoide alto como glide, uma vez que tal realização permite a satisfação simultânea das restrições relativas à silabificação e à atribuição do acento. / In this work, we aim to analyze the way high vocoids behave in relation to syllabification and stress assignment in Brazilian Portuguese (BP). The term “vocoid” is used here to express a subjacent segment that can surface as vowel or glide. Our objective is to verify in which contexts will surface one or the other. Based on Optimality Theory (Prince and Smolensky (1993), McCarthy and Prince (1993b)), we take as starting point the hypothesis that the postvocalic glide is placed in the syllabic coda whereas the prevocalic glide forms a complex nucleus with the following vowel. In relation to the first hypothesis, the main argument refers to the fact that the glide does not co-occur with another coda segment. Concerning the second hypothesis, our argument refers to the fact that the prevocalic glide has to play a role in the stress assignment, since there are not words in BP in which the stress “jumps” a syllable constituted by rising diphthong in the penultimate position (*ídioma). In a non-derivational analysis, it is not possible to interpret this absence as a consequence of an anterior stage of syllabification, where the high vocoid was placed in the nucleus position, and stress placement on a syllable on its left would mean a “three syllable window” violation. Therefore, we propose a ranking that deals with the different syllabic structures of vowel plus postvocalic glide and prevocalic glide plus vowel. In relation to stress assignment, in a general way, we observed that the high vocoid will be stressed only if it is stressed in the input. If the stress is not present in the input or if other segment is stressed in the input, there will be a preference for the realization of a high vocoid as glide, since this realization allows a simultaneous satisfaction of the constraints relating to syllabification and to stress assignment.
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Reëlgebaseerde klemtoontoekenning in 'n grafeem-na-foneemstelsel vir Afrikaans / E.W. MoutonMouton, Elsie Wilhelmina January 2010 (has links)
Text -to-speech systems currently are of great importance in the community. One core technology in this human language technology resource is stress assignment which plays an important role in any text-to-speech system. At present no automatic stress assigner for Afrikaans exists. For these reasons, the two most important aims of this project will be: a) to develop a complete and accurate set of stress rules for Afrikaans that can be implemented in an automatic stress assigner, and b) to develop an effective and highly accurate stress assigner in order to assign Afrikaans stress to words quickly and effectively. A set of stress rules for Afrikaans was developed in order to reach the first goal. It consists of 18 rules that are divided into groups for words that contain a schwa, derivations, and disyllabic, tri-syllabic and polysyllabic simplex words.
Next, different approaches that can be used to develop a stress assigner were examined, and the rule-based approach was used to implement the developed stress rules within the stress assigner. The programming language, Perl, was chosen for the implementation of the rules. The chosen algorithm was used to generate a stress assigner for Afrikaans by implementing the stress rules developed. The hyphenator, Calomo and the compound analyser, CKarma was used to hyphenate all the test data and detect word boundaries within compounds. A dataset of 10 000 correctly annotated tokens was developed during the testing process. The evaluation of the stress assigner consists of four phases. During the first phase, the stress assigner was evaluated with the 10 000 tokens and achieved an accuracy of 92.09%. The grapheme - to-phoneme converter was evaluated with the same data and scored 91.9%. The influence of various factors on stress assignment was determined, and it was established that stress assignment is an essential component of rule-based grapheme-to-phoneme conversion.
In conclusion, it can be said that the stress assigner achieved satisfactory results, and that the stress assigner can be successfully utilized in future projects to develop training data for further experiments with stress assignment and grapheme-to-phoneme conversion for Afrikaans. Experiments can be conducted in future with data-driven approaches that possibly may lead to better results in Afrikaans stress assignment and grapheme-to-phoneme conversion. / Thesis (M.A. (Applied Language and Literary Studies))--North-West University, Potchefstroom Campus, 2010.
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Reëlgebaseerde klemtoontoekenning in 'n grafeem-na-foneemstelsel vir Afrikaans / E.W. MoutonMouton, Elsie Wilhelmina January 2010 (has links)
Text -to-speech systems currently are of great importance in the community. One core technology in this human language technology resource is stress assignment which plays an important role in any text-to-speech system. At present no automatic stress assigner for Afrikaans exists. For these reasons, the two most important aims of this project will be: a) to develop a complete and accurate set of stress rules for Afrikaans that can be implemented in an automatic stress assigner, and b) to develop an effective and highly accurate stress assigner in order to assign Afrikaans stress to words quickly and effectively. A set of stress rules for Afrikaans was developed in order to reach the first goal. It consists of 18 rules that are divided into groups for words that contain a schwa, derivations, and disyllabic, tri-syllabic and polysyllabic simplex words.
Next, different approaches that can be used to develop a stress assigner were examined, and the rule-based approach was used to implement the developed stress rules within the stress assigner. The programming language, Perl, was chosen for the implementation of the rules. The chosen algorithm was used to generate a stress assigner for Afrikaans by implementing the stress rules developed. The hyphenator, Calomo and the compound analyser, CKarma was used to hyphenate all the test data and detect word boundaries within compounds. A dataset of 10 000 correctly annotated tokens was developed during the testing process. The evaluation of the stress assigner consists of four phases. During the first phase, the stress assigner was evaluated with the 10 000 tokens and achieved an accuracy of 92.09%. The grapheme - to-phoneme converter was evaluated with the same data and scored 91.9%. The influence of various factors on stress assignment was determined, and it was established that stress assignment is an essential component of rule-based grapheme-to-phoneme conversion.
In conclusion, it can be said that the stress assigner achieved satisfactory results, and that the stress assigner can be successfully utilized in future projects to develop training data for further experiments with stress assignment and grapheme-to-phoneme conversion for Afrikaans. Experiments can be conducted in future with data-driven approaches that possibly may lead to better results in Afrikaans stress assignment and grapheme-to-phoneme conversion. / Thesis (M.A. (Applied Language and Literary Studies))--North-West University, Potchefstroom Campus, 2010.
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Accentuation et prononciation des suffixés en -ous en anglais contemporain. / Word stress assignment and pronunciation of words suffixed with -ous in contemporary englishFournier, Pierre 08 December 2011 (has links)
L’influence du suffixe -ous sur le système phonologique de l’anglais est considérable. Son impact se matérialise tant au niveau de l’assignation des accents lexicaux, qu’au niveau de la matérialisation phonétique des voyelles accentuées. L’étude de ce suffixe offre une perspective globale du fonctionnement du système anglais puisque -ous se situe à la croisée des principes fondamentaux qui régissent le système accentuel anglais.Cette étude s’inscrit dans une perspective morphophonologique, cadre théorique privilégiant une interaction entre les domaines de la morphologie et de la phonologie. La prise en considération des frontières morphologiques dans le calcul de l’accent constitue le fondement même de cette théorie. Cependant, l’influence du suffixe -ous sur la structure accentuelle et phonétique des termes a fait l’objet d’une multitude d’approches dont nous présentons les résultats les plus significatifs dans la partie théorique. En contrepartie, les théories phonologiques sont confrontées les unes aux autres afin de déterminer leurs avantages et leurs inconvénients.L'assignation des accents lexicaux ne constitue toutefois pas le seul versant de ce travail. Le placement de l'accent sur la syllabe a une conséquence directe sur la réalisation phonétique de la voyelle appartenant à cette syllabe. Elle est pleinement réalisée, et l'alternance des syllabes accentuées et non accentuées participe à la notion de rythme en anglais. ..... Cette étude se veut avant tout un état des lieux du comportement du suffixe -ous. Elle vise également à confronter les règles précédemment établies à la réalité d'une étude quantitative, dans le but de faire émerger de nouveaux phénomènes imputables au suffixe / The influence of the suffix -ous on the English phonological system is considerable. Its impact is materialized on word-stress assignment, as well as on the phonetic realisation of stressed vowels. The study of this particular suffix generates a global perspective on the functioning of the English system since -ous is a blend of the fundamental principles which rule the English stress system. This analysis falls within the framework of the morphophonological theory, which favours an interaction between the morphological and phonological levels. The concept of morphological boundary is essential to the operation of word-stress assignment and represents a key-notion inside this theoretical framework. However, the impact of the suffix -ous on word-stress assignment and on the pronunciation of stressed vowels has already been investigated through several theoretical approaches. The most significant results of these previous studies are expounded in the theoretical part. The phonological frameworks are then compared in order to determine their assets and their drawbacks. Word-stress assignment only represents the first side of this work. Indeed, the assignment of primary stress on the syllabic structure of a word has a consequence on the phonetic realisation of stressed vowels. They are "fully" realised, and the succession of stressed and unstressed syllabes creates the notion of rythm in English. Resorting to spelling enables to predict the pronunciation of stressed vowels through the application of a hierarchical system of rules. These rules, elaborated on the particularities of English spelling, operate a transfer from spelling to sounds......
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