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Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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AndreaAresu/README.md

Andrea Aresu

ML/AI Engineer — Speech Recognition & Adversarial Robustness, Cagliari, Italy · Open to opportunities (remote / relocation)

Currently

  • Shipped asr-attack — an adversarial robustness toolkit for any Hugging Face ASR model. FGSM, PGD, noise, MUSAN-style attacks in one API.
  • Lead author on a paper on fine-tuning Whisper for Sardinian, a low-resource language (currently under peer review).

Featured

asr-attack — Python · PyTorch · Hugging Face
Adversarial robustness toolkit for ASR models. Four attacks (FGSM, PGD, noise, environmental) in one consistent API across Whisper, wav2vec2, MMS, HuBERT, and more. pip install asr-attack.

Background

  • BSc Computer Science & Data Analytics — University of Cagliari (2025)
  • Research Internship on ASR for minority languages — fine-tuned Whisper on Sardinian, achieved SOTA WER, lead author on paper under peer review
  • MSc in Computer Engineering, Cybersecurity & AI — University of Cagliari (in progress)

Reach out

Pinned Loading

  1. asr-attack asr-attack Public

    Python

  2. frogger-game frogger-game Public

    C 1

  3. invoice-extractor invoice-extractor Public

    Python

  4. ai-agent ai-agent Public

    Python

  5. python-game python-game Public

    Python

  6. HiImGabry/speech-recognition-representation-unica-dl HiImGabry/speech-recognition-representation-unica-dl Public

    This project's goal is to create a speech recognition model. It is needed for the final evaluation of the Deep Learning's UniCA university exam of IADA course.

    Jupyter Notebook 1