Real-Time Sign Language Translator

Sign language is so widespread that people with hearing/speech impairments are familiar with it, and others are unfamiliar with it. As a result, there is a significant communication gap between people with speech and hearing impairments and the rest of the general population. A human sign language interpreter is a common solution for bridging this gap. However, because the number of sign language interpreters is small in comparison to the number of deaf and mute people in the world, some deaf and mute people cannot afford to use a human interpreter all of the time when communicating with others. This communication must be automated so that the deaf-mute community does not rely on human interpreters. This paper focuses on developing a system that can translate American Sign Language into words/sentences and vice versa in real-time, with some extra features that will help remove the communication barrier between ordinary and hearing/talking impaired people. The main function is to detect and identify sign language performed by the user. Initially, the system is trained to detect and identify signs using object detection and motion-tracking techniques. A convolutional neural network model was trained on a manually created ASL data set. The identified signs are then translated into English to form grammatically correct sentences. A text-to-text transformer built on an encoder-decoder architecture is used to detect grammatical errors and provide correct sentences. To further improve effectiveness, the system incorporates a feature to translate an image containing English text into American Sign Language. Furthermore, the system consists of a voice-to-sign language translator and a virtual sign keyboard. The methodology has been explained in further sections

Advanced Speech Communication System for Deaf People

This paper describes the development of an Advanced Speech Communication System for Deaf People and its field evaluation in a real application domain: the renewal of Driver’s License. The system is composed of two modules. The first one is a Spanish into Spanish Sign Language (LSE: Lengua de Signos Española) translation module made up of a speech recognizer, a natural language translator (for converting a word sequence into a sequence of signs), and a 3D avatar animation module (for playing back the signs). The second module is a Spoken Spanish generator from sign writing composed of a visual interface (for specifying a sequence of signs), a language translator (for generating the sequence of words in Spanish), and finally, a text to speech converter. For language translation, the system integrates three technologies: an example based strategy, a rule based translation method and a statistical translator. This paper also includes a detailed description of the evaluation carried out in the Local Traffic Office in the city of Toledo (Spain) involving real government employees and deaf people. This evaluation includes objective measurements from the system and subjective information from questionnaire

The development of translation theories in Europe

Este artigo trata do desenvolvimento dos estudos da tradução na Europa, no siculo XX. O maior enfoque está na mudança da perspeciiva de pesquisa, da comparação entre línguas para a confrontação de textos e da focalização datradução como atividade pragmática para a investigação do pensamento do tradutor (perspectiva cognitiva). Paralelamente à discussão dos conceitos teóricos, comenta-se também o desenvolvimento institucional dos estudos da tradução.Der vorliegende Aufsatz behandelt die Entwicklung der europäischen Übersetzungswissenschaft im 20. Jahrhundert. Der Schwerpunkt liegt auf dem Wandel der Forschungsperspektive vom Vergleich einzelner Sprachen hin zur Gegenüberstellung von Texten und von der Betonung des Handlungscharakters der Übersetzung hin zur Untersuchung des übersetzerischen Denkens (kognitive Perspektive). Parallel zur Diskussion theoretischer Konzepte, ist auch die institutionelle Entwicklung der Übersetzungswissenschaft Gegenstand der Untersuchung

Spanish generation from Spanish Sign Language using a phrase-based translation system

This paper describes the development of a Spoken Spanish generator from Spanish Sign Language (LSE – Lengua de Signos Española) in a specific domain: the renewal of Identity Document and Driver’s license. The system is composed of three modules. The first one is an interface where a deaf person can specify a sign sequence in sign-writing. The second one is a language translator for converting the sign sequence into a word sequence. Finally, the last module is a text to speech converter. Also, the paper describes the generation of a parallel corpus for the system development composed of more than 4,000 Spanish sentences and their LSE translations in the application domain. The paper is focused on the translation module that uses a statistical strategy with a phrase-based translation model, and this paper analyses the effect of the alignment configuration used during the process of word based translation model generation. Finally, the best configuration gives a 3.90% mWER and a 0.9645 BLEU

Literary translation and cultural memory

This article intends to investigate the relationship between literary translation and cultural memory, using a twentieth century film version of one of Shakespeare’s plays as a case study in inter-semiotic translation. The common perception of translation is often confined to its use as a language learning tool or as a means of information transfer between languages. The wider academic concept embraces not only inter-lingual translation, but both intra-lingual activity or rewording in the same language and inter-semiotic translation defined by Roman Jacobson as “the interpretation of verbal signs by means of signs of nonverbal sign systems” (Jakobson, 1959: 114)

Translation theory and practice in the Abbasid era

textThis paper explores the theoretical approaches to translation and the dynamics of language politics during the ʻAbbāsid-era translation movement through the lens of three prominent figures of the ʿAbbāsid era, Ḥunayn ibn Isʹhāq, Mattā bin Yūnus and al-Jāḥiẓ. In conversation with Emily Apter's concept of untranslatability and current concerns about translation into and out of Arabic, this paper examines the cultural implications of claims to translatability and untranslatability. The ʿAbbāsid era presents a particularly useful comparison to the present because rather than being marginal, Arabic was the language of an expanding empire, and also because the ʿAbbāsid era was a kind of 'Golden Age' of translation. The ʿAbbāsid era was an enormously productive period, with translators rendering nearly the entirely corpus of available Greek manuscripts into Arabic. This outpouring of translation activity not only provided an influx of new ideas but provoked a wide-ranging debate among the literati of the time about the possibilities and problems of translation. Examining the figures of al-Jāḥiẓ, Mattā bin Yūnus and Ḥunayn ibn Is'hāq provides a window into this theoretical conversation. Al-Jāḥiẓ, as one of the foremost authorities on Arabic rhetoric, gave voice to more than one view of translation, in part defining Arabic writing as too unique to be translated while elsewhere claiming translations from other languages as the inheritance of the Arab culture. The Aristotelian translator Mattā bin Yūnus provides an example of backlash against translation in which foreign ideas were seen as a threat to Arab identity. Ḥunayn ibn Is'hāq, one of most highly regarded translators of his day, reveals a pragmatic approach to translation which integrated Greek works into Arab society. These three figures reorient the poles of translatability and untranslatability, revealing the potential of both to strengthen hegemony, and show the positive and negative aspects of an Arabocentric and Islamocentric universalism.Middle Eastern Studie

Crossing the Borders of Language and Culture: Samuel Beckett’s Waiting for Godot

The aim of the paper is to compare four versions of the text of Waitingfor Godot: the French original, Beckett’s own translation into English and two Polish renderings done by Julian Rogoziński and Antoni Libera. The article starts with a short discussion concerning rules governing the translation process and then its evaluation. While working on the transposition of the French original into English, Beckett introduced numerous changes, this being due to his sensitivity to the very quality of each of the languages and specific references characteristic of the two cultures. Antoni Libera, an expert in Beckett’s oeuvre, argues that Beckett’s translations should be more adequately described as second language versions and that the artist recommended further translations based on his two language versions. Libera himself followed this recommendation while translating Beckett’s works into Polish. Upon publication, he provided illuminating notes, shedding light on the differences in Beckett’s versions and providing critical insight into the texts. Julian Rogoziński, on the other hand, based his translation of Waiting for Godot only on the French original. This accounts for the fact that, at times, his rendering of the text lacks precision and may not even be quite understandable. Rogoziński’s version is less satisfactory than that of Libera due to the fact that it was written earlier and by an older man, which at times results in the use of old-fashioned, outdated Polish diction and structures