TypeWords is a language learning typing tool and vocabulary trainer designed to build spelling accuracy and muscle memory. It functions as a practice environment where users master complex texts and vocabulary through audio-based dictation and text input. The system utilizes a spaced repetition vocabulary trainer that employs a scientific algorithm to calculate review intervals for long-term memory retention. It includes a customizable wordlist manager for importing academic vocabularies or creating personal dictionaries with associated local audio and phonetic data. The platform covers a br
MuJing is a contextual English vocabulary learner and interactive media player designed for language study. It extracts words from videos and documents to provide real-world examples and media clips for memorization, functioning as a subtitle-based language tool and a lemma-based word list generator. The system differentiates itself by linking vocabulary lists to specific video timestamps and subtitles for auditory and visual reinforcement. It includes a video player with bilingual subtitles and keyboard-based transcription and spelling exercises to build muscle memory through movie and telev
This project is a systematic framework for English language acquisition that applies structured workflows and cognitive strategies to build linguistic proficiency. It focuses on the construction of a linguistic knowledge base, enabling learners to master vocabulary and grammar through methodical training. The methodology is distinguished by its use of computer science concepts, such as mental-model-based learning and memory buffers, to organize progression. It emphasizes a cognitive-translation bypass to develop target language thinking, reducing mental latency by processing information direc
This project provides an advanced English curriculum and a set of instructional guides designed to help non-native speakers move from intermediate to advanced proficiency. It functions as a guide for AI-powered language training, utilizing structured workflows and prompt engineering with large language models to facilitate self-directed study. The system implements AI workflow orchestration, chaining different artificial intelligence models into feedback loops to automate linguistic exercises and corrections. This approach combines multiple AI specializations to coordinate training across lis