Speaking Test Coach For CELPIP

(1) Core Features -Intelligent Question Generation: Uses the large language model (e.g., google/gemma-3-12b) in LM Studio or on-device model from Apple's Foundation Model Framework to dynamically generate authentic CELPIP® Speaking questions. -Local Question Storage: Automatically saves generated questions to your local computer for repeated practice. -Real-Time Recording: Built-in recording allows you to record your responses within a specified timeframe. -Speech-to-Text: Automatically converts recordings to text. -AI Scoring: Uses the large language model to provide detailed scoring and feedback on your responses. -Practice History: Complete practice history and statistical analysis.

(2) Supported Question Types -Giving Advice -Talking About a Personal Experience -Describing a Scene -Making Predictions -Comparing and Persuading -Dealing with a Difficult Situation -Expressing Opinions -Describing an Unusual Situation

(3) Time Control -Each question type has a standard preparation and response time. -Customizable preparation and response times are supported. -Real-time countdown display.

(4) Scoring System powered AI (LLM in LM Studio or On-device models from Apple®) -Overall score (1-12, based on CELPIP® standards) -Sub-scores: Pronunciation Fluency Vocabulary Grammar Detailed feedback and suggestions