Technical Guide¶

Deep dive into WakeBuilder's architecture, algorithms, and implementation details.

Overview¶

This section provides comprehensive technical documentation for developers, contributors, and users who want to understand the inner workings of WakeBuilder.

System Architecture¶

WakeBuilder follows a three-layer architecture:

graph TB
    subgraph "Presentation Layer"
        A[Web Frontend<br/>HTML/CSS/JS]
        B[REST API<br/>FastAPI]
        C[WebSocket<br/>Real-time Testing]
    end

    subgraph "Business Logic Layer"
        D[Training Pipeline<br/>ASTTrainer]
        E[Data Augmentation<br/>TTS + Effects]
        F[Model Evaluation<br/>Threshold Calibration]
    end

    subgraph "Data Layer"
        G[Audio Processing<br/>librosa + AST]
        H[TTS Engines<br/>Piper, Edge, Kokoro, Coqui]
        I[File Storage<br/>Models, Cache, Temp]
    end

    A --> B
    B --> D
    B --> C
    D --> E
    D --> F
    E --> G
    E --> H
    D --> I

In This Section¶

Key Technologies¶

Source Code Reference¶