Initiates the process by uploading an audio file for recognition.

Frontend

Handles the user interface and validates the uploaded audio file.

Backend

Manages requests and responses between modules and retrieves data from the database.

Preprocessing Module

Processes the audio file to prepare it for feature extraction.

Feature Extraction Module

Extracts relevant features from the preprocessed audio for recognition.

Database

Stores audio files and associated metadata for archival and retrieval.

Machine Learning Model

Analyzes the extracted features to recognize the speaker.

Results

The system sends back the recognition results to the User via the Frontend.