Deep Learning - one shot learning for speaker recognition using Filter Banks
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Updated
Jun 23, 2024 - Jupyter Notebook
Deep Learning - one shot learning for speaker recognition using Filter Banks
Voice biometric authentication PAM module for Linux
Voice authentication system implementation using Python
Create speaker voiceprints from a few seconds of audio. And, identify individuals in real-time streaming or recorded conversations.
A voice authentication system leveraging Deep4SNet for DeepFake detection and GMM UBM for speaker verification. It provides a robust solution for securing voice-based authentication applications.
IDVoice + ChatGPT iOS demo app
A secure GUI-based voice authentication system for Windows startup, built in Python with MFCC + DTW.
Ensemble speaker verification achieving 97% accuracy - Intelligent fusion of MFCC+DTW (92%) and Resemblyzer CNN (94%) for voice authentication
A voice-first AI personal finance assistant with secure voice authentication that enables hands-free expense and income logging, budget management, and natural language financial queries using FastAPI, React, OpenAI Whisper, and SQLite.
This project implements an AI-powered Voice Word Lock system that authenticates users using a fixed spoken passphrase combined with speaker verification and voice biometrics. The system captures voice input, extracts biometric features, and verifies the speaker’s identity using machine learning models. Access is granted only when both the spoken
Production-ready AI voice biometric authentication platform using FastAPI, SpeechBrain ECAPA-TDNN, and Tensorflow. Generate offline Python SDKs (.whl) for secure speaker verification with zero cloud dependency.
A web-based voice authentication system that unlocks a login interface using speech recognition, featuring multi-language support, voice feedback, and a responsive UI.
IDVoice + ChatGPT Android demo app
Lightweight Siamese speaker verification with mel-spectrogram embeddings.
Privacy-safe multi-modal authentication (Face + Voice) with optional offline STT.
Multi-modal steganography platform: hide secret messages in images, audio, and video with encryption and voice authentication.
Voice Truthgate™ - 1st Honest, on-device voice-deepfake detection by mosADD™
Secure Flutter-based voice-assisted UPI payment application with voice authentication, device verification, and accessibility features for visually impaired users.
AI-powered real-time voice deepfake detection platform for Android and web, featuring live monitoring, call analysis, speaker intelligence, and risk assessment.
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