xls-r

one script for xls-r/xlsr/whisper fine-tuning

Real-time voice deepfake detection, synthesis watermarking & vishing defence — XLS-R + AASIST (2.84% EER, v9c) that also catches modern voice clones & premium TTS. Explainable, edge-ready (0.62 MB ONNX), with an IPED forensic add-on. FastAPI + React. IEEE SM2026.

Evaluating the Effectiveness of Transformer Layers in Wav2Vec 2.0, XLS-R, and Whisper for Speaker Identification Tasks

Scripts and files I used throughout my Master thesis.

Fine-tuned XLS-R 300m for Welsh speech recognition — 33% lower WER than zero-shot Whisper-small on FLEURS Welsh

Investigating Layer-Specific Performance in Speaker Recognition with XLS-R Architecture

TFM — Speech Emotion Recognition en español: benchmark LOSO de modelos SSL preentrenados (XLS-R, Whisper, WavLM, HuBERT, TRILLsson, emotion2vec…) sobre EmoMatchSpanishDB. Frozen probing, fine-tuning parcial, fusión y contraste estadístico.