Top4 AI

VoiceAuth

2024-11-29 02:37:14
VoiceAuth
Categories
AI DetectorAI Content DetectorAI Audio EnhancerAI Developer Tools
Users of this tool
Media ProfessionalsLaw Enforcement AgenciesBusinessesEducators and ResearchersSecurity Experts
PricingType
Free

Links

  1. Documentation: https://github.com/sadiqkassamali/VoiceAuth#readme-ov-file

VoiceAuth is a cutting-edge deepfake audio and voice detection application designed to ensure the authenticity of audio files. It leverages advanced machine learning models, including Random Forest and Hugging Face technologies, to provide accurate predictions. VoiceAuth supports various audio and video formats, converting them to WAV for analysis. The application features a user-friendly interface, batch processing capabilities, and metadata storage in a SQLite database. Ideal for media professionals, law enforcement, businesses, educators, and security experts, VoiceAuth is your shield against deepfake audio.

Top Features

  1. Deepfake Detection using Random Forest and Hugging Face models
  2. Support for multiple audio and video formats
  3. MFCC Visualization for audio analysis
  4. Metadata storage in SQLite database
  5. User-friendly interface with customtkinter
  6. Batch processing of multiple files
  7. Logging with typewriter effect for better readability

Simple Definition of Usecases

  1. A journalist uses VoiceAuth to verify the authenticity of an audio clip before publishing a story.
  2. A law enforcement officer authenticates a voice recording as evidence in an investigation.
  3. A call center uses VoiceAuth to detect fake voice inputs during customer interactions.
  4. An educator uses VoiceAuth in a machine learning course to demonstrate real-world applications.
  5. A security expert integrates VoiceAuth into a voice biometrics system to enhance authentication security.

Frequently Asked Questions

Q:

How does VoiceAuth detect deepfake audio?

A:

VoiceAuth uses advanced machine learning models, including Random Forest and Hugging Face technologies, to analyze audio files and detect any signs of manipulation.

Q:

What file formats does VoiceAuth support?

A:

VoiceAuth supports multiple audio formats (e.g., MP3, WAV, FLAC) and video formats (e.g., MP4, AVI), converting them to WAV for analysis.

Q:

Is VoiceAuth user-friendly for non-technical users?

A:

Yes, VoiceAuth features a modern and intuitive user interface built with customtkinter, making it accessible for both technical and non-technical users.

Q:

Can VoiceAuth process multiple files at once?

A:

Yes, VoiceAuth supports batch processing, allowing users to upload and analyze multiple files simultaneously.

Q:

Where is the metadata stored after analysis?

A:

VoiceAuth stores file metadata, including format, size, audio length, and prediction results, in a SQLite database for easy access and reference.

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