Voice biometric authentication PAM module for Linux
🎙️ Speaker recognition service for Home Assistant using voice embeddings - train on voice samples and identify speakers.
Voice authentication system implementation using Python
[ICASSP'23] Online speaker clustering
The project is related to the development of labs for the ITMO Speaker Recognition Course.
IDVoice + ChatGPT iOS demo app
Ensemble speaker verification achieving 97% accuracy - Intelligent fusion of MFCC+DTW (92%) and Resemblyzer CNN (94%) for voice authentication
Swift library for Speaker Embedding extraction and verification using NVIDIA NeMo TitaNet model converted to CoreML. Extract 192-dim speaker embeddings, verify speakers, and perform real-time speaker diarization on iOS/macOS.
This repo contains the reicpe to assemble a corpus for Foreign Accented English using the crowdsourced corpus Common Voice which contains (optional) accent labels.
The FishBoardMix corpus is designed to explore Speaker-Age estimation technology.
IDVoice + ChatGPT Android demo app
🤖 JARVIS-style AI voice assistant with voice biometrics, face recognition, and computer vision. 100% offline using Ollama. Built in Python for macOS.
The project is related to the development of Basics of Voice Biometrics lecture book for the ITMO Speaker Recognition Course.
Lightweight Siamese speaker verification with mel-spectrogram embeddings.
Voice Truthgate™ - 1st Honest, on-device voice-deepfake detection by mosADD™
A collection of scripts and data I used when working on my dissertation
A deep learning system identifying speakers from short audio clips. Built a 1D residual CNN trained on the full FFT spectrum of raw audio with noise augmentation, reaching 95.3% test accuracy at ~110ms inference latency on CPU. Suitable for real-time voice authentication and security applications. Deployed as a live, interactive demo via Streamlit.
Pindrop is a voice and audio security company providing a continuous identity verification and deepfake-detection platform for enterprises. Its technology authenticates callers and video-meeting participants, detects synthetic (AI-generated) speech and fraudulent activity, and protects contact centers, virtual meetings, and connected devices.
Speech-Driven Secure Banking System with Voice Biometrics using React Native, Flask, Whisper STT and Speaker Verification.
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