This paper explores the development of an intelligent translation system for spoken English using Recurrent Neural Network (RNN) models. The fundamental principles of RNNs and their advantages in processing sequential data, particularly in handling time-dependent natural language data, are discussed. The methodology for constructing the…

Automatic Speech Scoring (ASS) has increasingly become a useful tool in oral proficiency testing for Second Language (L2) learners. However, limited studies investigate the alignment of ASS indices with the Complexity, Accuracy, and Fluency (CAF)--the three dimensions in evaluating L2 speakers' oral proficiency, and the subsequent impact indices…

For Chinese as a second language (L2 Chinese), there has been little research into "distinguishing features" (Fulcher, 1996; Iwashita et al., 2008) used in scoring L2 Chinese speaking performance. The study reported here investigates the relationship between the distinguishing features of L2 Chinese spoken performances and the scores…

Developing the ability to speak in a foreign language is an arduous task. This is because it involves the mastery of different language subsystems, simultaneous focus on comprehension and production, and the impact of a range of social factors. This challenge is further compounded in situations in which learners have limited access to the target…

This study sought to develop a description of second language fluency, based on the concept that the microcontext of the testing task and the resulting psycholinguistic demands on speech production affect the nature of the discourse produced so that different tasks have differential impact on an individual's display of fluency. It investigated how…

In this study of German as a foreign language, formal classroom experience is compared with informal use of German outside the classroom focusing on three syntactic features: main clause word order (subject-verb-object, or SVO), topicalization (subject-verb inversion), and subordinate word order (subject-object-verb, or SOV). T tests and…

In this paper, the authors report the results of a study that compared differences in the linguistic gains made by native English-speaking students from the United States who were studying Spanish in one of two different contexts of learning. One was a regular university classroom situation in Colorado; the other was a study abroad program in…

Texts of conference papers and summaries of colloquia on classroom environment and interaction in second language teaching are presented, including: "Fluency Development" (James Dean Brown); "Learner Development: Three Designs" (in Japanese) (Hiroko Naito, Yoshitake Tonia, Takao Kinugawa, Morio Hamada); "Desirable Japanese Teachers and Classroom…