Ensemble speaker verification achieving 97% accuracy - Intelligent fusion of MFCC+DTW (92%) and Resemblyzer CNN (94%) for voice authentication

Audio analysis toolkit

iZotope RX Advanced 11: Official desktop installer for advanced audio repair with

Desktop GUI tool for detecting audio deepfakes using hand-crafted features + XGBoost/LightGBM ensemble. Segment-level analysis, heatmaps, PDF reports. Zero deep learning required.

Deepfake voice detection web app. Extracts 7 features and uses an LLM forensic analyzer to flag deepfakes. Next.js + Supabase.

Text2Speech2Clone Data Set

Free, local-first and explainable AI-origin music analysis for artists, labels, platforms, rights teams and researchers.

a tiny python tool to generate spectrograms for audio files and conduct heuristic "lossy source" analysis.

Local deepfake voice detection with Wav2Vec2 and acoustic liveness checks.

Forensic toolkit for detecting AI-synthetic voices through Nonlinear Phenomena (NLP) and phase-space reconstruction.

A web-based Audio Forensic Intelligence Platform for audio authenticity verification, fingerprint generation, tamper detection, watermark validation, and forensic report generation using Django and Librosa.

A Decoupled Tri-Modal Architecture for Real-Time Deepfake Interception via WebRTC and Late-Fusion.

Detect fake FLAC files — find MP3/AAC/Opus transcodes disguised as lossless audio. Fast Rust CLI + web UI.

A FLAC steganography toolkit for encrypted payloads, audio forensics, and PCM embedding benchmarks.

Forensic Audio Classifier Tool is an ML-based digital forensics system built using PyTorch, Transformers, and a custom hybrid pipeline (Acoustic Model + Language Model + Classifier). It is designed for the Tripura Bengali dialect, enabling accurate transcription, keyword detection, and automated (Flagged / Review / Safe) audio classification.

Deepfake audio detection thesis: ML & deep learning models with live benchmark & Streamlit demo

SaksiAI is an enterprise-grade Evidence Intelligence Platform (EIP) specifically designed for the Indonesian market. It addresses the Hidden Data Problem where critical organizational knowledge is trapped in unusable, fragmented formats such as scanned PDFs, voice recordings, and CCTV feeds.

A robust AI-powered web app to detect deepfake audio using Wav2Vec2 and FastAPI. Deployed on Hugging Face Spaces for the CyberSecurity Hackathon.

Small Audio Post-Processor

Local-first audio forensic analyzer for spectral cutoffs, transcodes, clipping and discontinuities.