An Efficient Probabilistic Deep Learning Model for the Oral Proficiency Assessment of Student Speech Recognition and Classification

Natural Language Processing is a branch of artificial intelligence (AI) that focuses on the interaction between computers and human language. Speech recognition systems utilize machine learning algorithms and statistical models to analyze acoustic features of speech, such as pitch, duration, and frequency, to convert spoken words into written text. The Student English Oral Proficiency Assessment and Feedback System provides students with a comprehensive evaluation of their spoken English skills and offers tailored feedback to help them improve. It can be used in language learning institutions, universities, or online platforms to support language education and enhance oral communication abilities. In this paper constructed a framework stated as Latent Dirichlet Integrated Deep Learning (LDiDL) for the assessment of student English proficiency assessment. The system begins by collecting a comprehensive dataset of spoken English samples, encompassing various proficiency levels. Relevant features are extracted from the samples, including acoustic characteristics and linguistic attributes. Leveraging Latent Dirichlet Allocation (LDA), the system uncovers latent topics within the data, enabling a deeper understanding of the underlying themes present in the spoken English. To further enhance the analysis, a deep learning model is developed, integrating the LDA topics with the extracted features. This model is trained using appropriate techniques and evaluated using performance metrics. Utilizing the predictions made by the model, the system generates personalized feedback for each student, focusing on areas of improvement such as vocabulary, grammar, fluency, and pronunciation. Simulation mode uses the native English speech audio for the LDiDL training and classification. The experimental analysis stated that the proposed LDiDL model achieves an accuracy of 99% for the assessment of English Proficiency

Trialing project-based learning in a new EAP ESP course: A collaborative reflective practice of three college English teachers

Currently in many Chinese universities, the traditional College English course is facing the risk of being ‘marginalized’, replaced or even removed, and many hours previously allocated to the course are now being taken by EAP or ESP. At X University in northern China, a curriculum reform as such is taking place, as a result of which a new course has been created called ‘xue ke’ English. Despite the fact that ‘xue ke’ means subject literally, the course designer has made it clear that subject content is not the target, nor is the course the same as EAP or ESP. This curriculum initiative, while possibly having been justified with a rationale of some kind (e.g. to meet with changing social and/or academic needs of students and/or institutions), this is posing a great challenge for, as well as considerable pressure on, a number of College English teachers who have taught this single course for almost their entire teaching career. In such a context, three teachers formed a peer support group in Semester One this year, to work collaboratively co-tackling the challenge, and they chose Project-Based Learning (PBL) for the new course. This presentation will report on the implementation of this project, including the overall designing, operational procedure, and the teachers’ reflections. Based on discussion, pre-agreement was reached on the purpose and manner of collaboration as offering peer support for more effective teaching and learning and fulfilling and pleasant professional development. A WeChat group was set up as the chief platform for messaging, idea-sharing, and resource-exchanging. Physical meetings were supplementary, with sound agenda but flexible time, and venues. Mosoteach cloud class (lan mo yun ban ke) was established as a tool for virtual learning, employed both in and after class. Discussions were held at the beginning of the semester which determined only brief outlines for PBL implementation and allowed space for everyone to autonomously explore in their own way. Constant further discussions followed, which generated a great deal of opportunities for peer learning and lesson plan modifications. A reflective journal, in a greater or lesser detailed manner, was also kept by each teacher to record the journey of the collaboration. At the end of the semester, it was commonly recognized that, although challenges existed, the collaboration was overall a success and they were all willing to continue with it and endeavor to refine it to be a more professional and productive approach

An Online Evaluation System for English Pronunciation Intelligibility for Japanese English Learners

Abstract-We have previously proposed a statistical method for estimating pronunciation proficiency and intelligibility of presentations delivered in English by Japanese speakers. In an offline test, we also evaluated possibly-confused pairs of phonemes that are often mispronounced by Japanese native speaker

The Pronunciation Component in Teaching English to Speakers of Other Languages

Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/90128/1/3586981.pd

ACADEMIC SPOKEN ENGLISH STRATEGY USE OF NON-NATIVE ENGLISH SPEAKING GRADUATE STUDENTS

Currently there is a lack of investigation into the language learning and language use strategies of non-native English speaking students at the graduate level. Existing literature of the strategy use of the "more successful" language learners are predominantly based on student data at the secondary school or college levels. This dissertation research project will use a combination of quantitative and qualitative methods ("mixed-methods" research) to examine academic English listening and speaking strategy use patterns of non-native English speaking (NNES) graduate students and also to investigate those students' relevant metacognitive thinking and its impact on their strategy use. First, this research project will investigate what kinds of strategies are being employed and how they are being employed to help those students achieve communicative competence in oral academic English. Descriptive statistics based on a large-scale database of questionnaire responses will be provided. Secondly, this project will investigate what factors have significant effects on the strategy use of this particular student group. Statistical tools such as the multiple regressions and path analysis are used to determine the effects of gender, academic fields, regions of origin, degree level, and other factors. Thirdly, this project examines students' metacognitive thinking and how it impacts their strategy use. The guiding theory related to this line of investigation is that students' metacognitive thinking is closely related to their strategy use patterns. Finally, this project also aims to validate a new assessment tool (a questionnaire) for investigating non-native graduate students' academic English listening and speaking strategy use. Results of the study are expected to eventually help build a descriptive model of listening and speaking strategy use of NNES graduate students and will inform learner-centered instructional design and curriculum development. The ultimate benefit will also be to help many NNES graduate students achieve at a much higher level in graduate school because of their improved English listening and speaking skills

Voice Interaction Online

This chapter examines the potential for voice activities to enhance online learning. Although research related to online writing tools (such as e-mail, discussion threads, blogs, and wikis) is growing and the use of synchronous and asynchronous voice tools (such as internet phone, VoiceThread and multimodal web conferencing) has developed rapidly, little is known about the effects of systematically implementing these voice tools in formal educational settings (Millard, 2010). This chapter first provides a brief overview of the available online voice systems, the design principles of online voice interaction, and prior research and frameworks regarding voice interaction in online and blended learning. It then reports on a study of a systematic application of an asynchronous voice recording system integrated into a learning management system in an undergraduate blended-learning English course. The research found that the voice system was adequately usable and was associated with a positive change in the students‘ perceptions of speaking English over the semester. Half of the students were reluctant to talk to an online program, whereas the other half were willing to do so. Regular use of online voice assignments encouraged high attendance rates for the in-person classes. This suggests the potential power of asynchronous online voice interaction to help support students‘ learning

Towards the Development of an Effective Online Language Learning Model in a University Environment

[ES] Esta tesis documenta el progreso hacia un modelo de aprendizaje de lenguas online. A pesar de las recientes innovaciones en el aprendizaje online, se necesita un conocimiento más profundo de lo que significa aprender online para poder garantizar que la experiencia del aprendizaje de lenguas sea mejor para todos. Los estudiantes a menudo se sienten abrumados con la tecnología a expensas de una pedagogía adecuada. Esta tesis explora la naturaleza de aprender una lengua online. El estudio investiga cómo los recientes avances tecnológicos han propiciado que el aprendizaje de una lengua se esté transformando, pasando de ser una actividad presencial a ser una actividad online. En el proceso de cambio a un entorno online, los profesores deben aprender nuevas formas de interactuar con los alumnos y compartir conocimientos. Esto significa que debemos volver a pensar cómo adquirirá el alumno las competencias lingüísticas. Esta tesis sostiene que analizar las opiniones de los estudiantes es un paso esencial hacia el diseño y desarrollo de un modelo de aprendizaje de idiomas online. La tesis comienza con la revisión de la literatura existente relacionada con el aprendizaje y la tecnología online (tecnologías multimedia, aprendizaje asistido por ordenador, la relación entre la lingüística de corpus y el aprendizaje de lenguas online, el uso de tecnologías móviles, el uso de juegos, la simulación y la realidad virtual, el impacto de las redes sociales). Para la metodología, hemos utilizado un diseño mixto cuasi experimental. Hemos recogido datos de varias fuentes y los hemos analizado para disponer de la información necesaria para así poder diseñar un modelo de aprendizaje de lenguas online. En primer lugar, se ha llevado a cabo una investigación inicial en el aula para descubrir y analizar algunas ideas básicas que los estudiantes tienen sobre el uso de herramientas para el aprendizaje de idiomas online. En segundo lugar, hemos examinado los contenidos y la estructura de los libros de texto electrónicos como representativos de una especie de paso intermedio hacia un curso de aprendizaje de idiomas online. En tercer lugar, hemos analizado Massive Open Online Courses. En cuarto lugar, ofrecemos un análisis sobre el diseño adecuado y apropiado de cuestionarios. A continuación, presentamos el razonamiento en el que basamos los tres cuestionarios utilizados en nuestra investigación. El primer cuestionario se centraba principalmente en el papel de Internet como herramienta de aprendizaje de idiomas. En el segundo cuestionario los alumnos tuvieron que evaluar sitios web para el aprendizaje de idiomas. En nuestro tercer cuestionario abordamos la cuestión de las actividades de aprendizaje de idiomas. El cuestionario pretendía descubrir las opiniones de los estudiantes sobre diferentes tipos de actividades de aprendizaje de idiomas, que iban desde actividades cortas, tradicionales, formales a actividades de mayor duración tipo proyecto. El Capítulo IV está dedicado principalmente a valorar los resultados del análisis de nuestra investigación inicial en el aula, el análisis de los libros de texto electrónicos y sus correspondientes plataformas online, el análisis de los MOOC para el aprendizaje de idiomas y el análisis de las respuestas de los alumnos a los tres cuestionarios. El Capítulo V presenta un modelo de aprendizaje de idiomas online. Esta investigación contribuye a mejorar la experiencia de aprendizaje de idiomas online al hacer explícitos los pasos que se deben seguir para desarrollar un curso de idiomas online impulsado por la pedagogía y fundamentado en las tecnologías más recientes. El modelo puede convertirse en una herramienta de toma de decisiones (una guía y lista de verificación para el diseño de cursos de idiomas online). Además, contribuye a la discusión sobre la mejor manera de integrar herramientas, tareas y aprendizaje de lenguas, una parte fundamental del proceso de apr[CA] Esta tesi documenta el progrés cap a un model d'aprenentatge del llengües en línia. A pesar de les recents innovacions en l'aprenentatge en línia, és necessari un coneixement més profund del que significa aprendre en línia per tal de poder garantir que l'experiència de l'aprenentatge de llengües siga millor per a tots. Els estudiants sovint se senten desbordats davant la tecnologia a falta d'una pedagogia adequada. Esta tesi explora la naturalesa d'aprendre una llengua en línia. L'estudi investiga com els recents avanços tecnològics han propiciat que l'aprenentatge d'una llengua passe de ser una activitat presencial a ser una activitat en línia. En el procés de canvi a un entorn en línia, els professors han d'aprendre noves formes d'interactuar amb els alumnes i compartir coneixements. Açò significa que hem de tornar a pensar com adquirirà l'alumne les competències lingüístiques. Esta tesi sosté que una anàlisi de les opinions dels estudiants és un pas essencial cap al disseny i desenvolupament d'un model d'aprenentatge d'idiomes en línia. La tesi comença amb la revisió de la literatura existent relacionada amb l'aprenentatge i la tecnologia en línia (tecnologies multimèdia, aprenentatge assistit per ordinador, la relació entre la lingüística de corpus i l'aprenentatge de llengües en línia, l'ús de tecnologies mòbils, l'ús de jocs, la simulació i la realitat virtual, l'impacte de les xarxes socials). Per a la metodologia, s'ha usat un disseny mixt quasi experimental. S'han recollit dades de fonts diverses i les hem analitzat per tal de disposar de la informació necessària per poder dissenyar un model d'aprenentatge de llengües en línia. En primer lloc, hem dut a terme una investigació inicial en l'aula per tal de descobrir i analitzar algunes idees bàsiques que els estudiants tenen sobre l'ús de ferramentes per a l'aprenentatge d'idiomes en línia. En segon lloc, hem examinat els continguts i l'estructura dels llibres de text electrònics com representatius d'una espècie de pas intermedi cap a un curs d'aprenentatge d'idiomes en línia, ja que molts d'estos llibres de text vénen acompanyats d'una plataforma en línia. En tercer lloc, hem analitzat Massive Open Online Courses. En quart lloc, fem una anàlisi sobre quin és el disseny adequat per als qüestionaris. A continuació, presentem el raonament en què basem els tres qüestionaris emprats en la nostra investigació. El primer qüestionari se centrava principalment en el paper d'Internet com a ferramenta d'aprenentatge d'idiomes. En el segon qüestionari els alumnes havien d'avaluar llocs web per a l'aprenentatge d'idiomes. En el nostre tercer qüestionari abordàvem la qüestió de les activitats de l'aprenentatge d'idiomes. El qüestionari pretenia descobrir les opinions dels estudiants sobre diferents tipus d'activitats d'aprenentatge d'idiomes, que anaven des d'activitats curtes, tradicionals, formals a activitats de major duració tipus projecte. El Capítol IV està dedicat principalment a valorar els resultats de l'anàlisi de la nostra investigació inicial en l'aula, l'anàlisi dels llibres de text electrònics i les seues corresponents plataformes en línia, l'anàlisi dels MOOC per a l'aprenentatge d'idiomes i l'anàlisi de les respostes dels alumnes als tres qüestionaris. El Capítol V presenta un model d'aprenentatge d'idiomes en línia. Esta investigació contribueix a millorar l'experiència d'aprenentatge d'idiomes en línia en fer explícits els passos que s'han de seguir per a desenvolupar un curs d'idiomes en línia impulsat per la pedagogia i fonamentat en les tecnologies més recents. El model pot convertir-se en una ferramenta de presa de decisions (una guia i llista de verificació per al disseny de cursos d'idiomes en línia). A més a més, contribueix al debat sobre la millor forma d'integrar ferramentes, tasques i aprenentatge de llengües, una part fonamental del procés d'aprenentatge en lí[EN] This thesis documents the progress towards a model of online language learning. Despite the recent innovations in online learning, greater in-depth knowledge of what it means to learn online is needed to ensure a better language learning experience for everyone. Learners are often overwhelmed with technology at the expense of proper pedagogy. This thesis explores the nature of learning a language online. My research investigates how recent technological advances have meant that learning a language is transforming from being a face-to-face classroom activity to an online activity. In the process of changing to an online environment, teachers are having to learn new ways of interacting with students and sharing knowledge. This means that we need to re-think how a learner is going to acquire a language. This thesis holds the view that an analysis of learner opinions is an essential step towards the design and development of a model of online language learning. The thesis begins by reviewing the existing literature related to online language learning and technology (multimedia technologies, computer assisted language learning, the relationship between corpus linguistics and online language learning, the use of mobile technologies, the use of gaming, simulation and virtual reality, the impact of social networking). For the methodology, we used a mixed quasi-experimental design. We collected data from various sources and analysed it to provide us with the necessary information to be able to design a model of online language learning. Firstly, we carried out some initial classroom research to discover and analyse some basic ideas that students have about the use of tools for online language learning. The objective of this initial classroom research was to try to become familiar with the type of tools they used and what language skills they thought they would develop with these tools. Secondly, we examined the contents and structure of e-textbooks as representative of a kind of halfway house to an online language learning course as many of these e-textbooks come accompanied by an online platform. Thirdly, we analysed Massive Open Online Courses: their impact on online learning and online language learning. Fourthly, we provide a discussion about appropriate and suitable questionnaire design. This includes discussion of the questionnaire design process. Then, we present the thinking behind the three questionnaires used in our research. The first questionnaire focussed mostly on the role of the internet as a language learning tool. It tried to elicit from students what they know about online learning in general and, more particularly, online language learning. Our second questionnaire was a questionnaire where students had to evaluate language learning websites. Our third questionnaire covered the issue of language learning activities, where the questionnaire aimed to discover student opinions about different kinds of language learning activities, which ranged from formal, traditional, short activities to longer project type activities. Chapter IV is mainly concerned with discussing results from the analysis of our initial classroom research, analysis of e-textbooks and their associated online platforms, analysis of MOOCs for language learning and analysis of learner responses to three questionnaires. Chapter V presents a model of online language learning. This research contributes to enhancing the online language learning experience by making explicit the steps that need to be taken to construct an online language course which is driven by pedagogy and informed by the latest technologies. The model can become a decision-making tool (a guide and checklist for designing online language courses). Furthermore, it contributes to the discussion of how best to combine tools, tasks and language acquisition, a fundamental part of the online learning process.Galstyan Sargsyan, R. (2019). Towards the Development of an Effective Online Language Learning Model in a University Environment [Tesis doctoral no publicada]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/117609TESI

The Connectivity of Musical Aptitude and Foreign Language Learning Skills: Neural and Behavioural Evidence

Given the structural and acoustical similarities between speech and music, and possible overlapping cerebral structures in speech and music processing, a possible relationship between musical aptitude and linguistic abilities, especially in terms of second language pronunciation skills, was investigated. Moreover, the laterality effect of the mother tongue was examined with both adults and children by means of dichotic listening scores. Finally, two event-related potential studies sought to reveal whether children with advanced second language pronunciation skills and higher general musical aptitude differed from children with less-advanced pronunciation skills and less musical aptitude in accuracy when preattentively processing mistuned triads and music / speech sound durations. The results showed a significant relationship between musical aptitude, English language pronunciation skills, chord discrimination ability, and sound-change-evoked brain activation in response to musical stimuli (durational differences and triad contrasts). Regular music practice may also have a modulatory effect on the brain’s linguistic organization and cause altered hemispheric functioning in those who have regularly practised music for years. Based on the present results, it is proposed that language skills, both in production and discrimination, are interconnected with perceptual musical skills.Siirretty Doriast

Integrating connectivism learning theory on oral production in efl A2 level students

To apply Connectivism Learning Theory on oral production in A2 level EFL students in the academic period 2020 - 2021.La educación ha evolucionado debido a que las necesidades de los estudiantes cambian continuamente a causa de la estructura social. En este sentido, este estudio se enfoca en observar estas variaciones para satisfacer los vacíos pedagógicos en esta nueva era tecnológica. Por lo tanto, este estudio se llevó a cabo para integrar la teoría del aprendizaje conectivista en el proceso de enseñanza y aprendizaje. La idea principal del conectivismo es alentar a los estudiantes a convertirse en agentes activos que aprenden compartiendo conocimientos y experiencias con otros. Por lo tanto, la interacción social aparece como un principio crítico del aprendizaje conectivista. Esta investigación tiene como objetivo determinar si esta teoría educativa podría aplicarse al entorno de enseñanza y aprendizaje del idioma inglés a través del uso de un blog. Además, este estudio tiene como objetivo aplicar la teoría del aprendizaje del conectivismo en la producción oral en estudiantes de inglés como lengua extranjera de nivel A2 en el periodo 2020-2021. En este sentido, el objetivo de la investigación es responder a la pregunta: "¿Cuáles son los principales factores de la teoría del aprendizaje del conectivismo que fomentan la producción oral en estudiantes de nivel A2?”. Por objetivo específico se busca establecer un marco teórico sobre la Teoría del Aprendizaje Conectivista en la producción oral. Además, se persigue diagnosticar factores de producción oral en estudiantes de nivel A2 a través del internet utilizando recursos digitales, para finalmente desarrollar un blog de enseñanza-aprendizaje con actividades comunicativas a través de herramientas Tics (Tecnologías de la Información y la Comunicación). El enfoque de investigación elegido para este estudio es mixto y descriptivo dentro de una población de estudiantes de nivel de inglés A2 de la Unidad Educativa “Libertad”. Los resultados se obtuvieron al contrastar los hallazgos de la encuesta a estudiantes como dato cuantitativo; y la entrevista a los docentes como parte cualitativa con estudios relacionados sobre el uso de la tecnología para desarrollar la competencia comunicativa de la producción oral en inglés como lengua extranjera. Los resultados mostraron que el uso de principios conectivistas como una estrategia efectiva para desarrollar el dominio del inglés entre los estudiantes.Maestrí