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