Dhruvraj Singh Shekhawat

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Audio deepfake detection

Synthetic speech classifier

A machine-learning model that classifies an audio clip as machine-generated or genuine.

Status
Published repository
Categories
AI / ML
Built with
Python
View repository
An audio clip goes into a classifier that labels it genuine or machine-generated. Classifier Genuine Synthetic Audio clip
Concept schematic drawn for this page, not a screenshot.

Repository

Live from GitHub

Machine Learning model to detect if the audio is machine generated or legit

Language
Python
Stars
1
Forks
0
Last push

Problem

Synthetic speech is increasingly hard to tell apart from a real voice by ear.

Solution

A classifier that labels audio as machine-generated or genuine. The repository includes data utilities, an evaluation script and a small web front end.

The repository README does not yet document the model, features or evaluation results, so this page stays brief.

Sources: https://github.com/dhruxraj/audio-deepfake-detection (description and file list)

Comments

Questions about the design or ideas for the next iteration are welcome.

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