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skerch: Sketched Linear Operations for PyTorchVersion 1.0 of the library is out!
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Spectrogram Inversion: Cheap, Good and Real-Time!
Meta Internship and InterSpeech publication (2025)
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Connecting Parameters and Hessian Eigenspaces in Deep Learning
Paper published in TMLR (2025)
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Paper published at the British Journal of Psychology (2023)
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Real-Time Piano Onset and Velocity Detection
Paper and real-time demo from the IAMúsica project
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Intuitions with minimal working example in Python
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Deep Learning for Real-Time Sound Event Detection on CPU 🎶 ⚠️ 🌊 💬 🐶
Demonstration powered by PyTorch and Tkinter
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Speech-to-text Editor Powered by Python and Qt
Featuring Silero DL models and an asynchronous interactive plugin mechanism
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Something in the Way You Move: The Kinematics of Emotion and Beauty
Poster presented at the XXVI Congress of the International Association of Empirical Aesthetics (2021)
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Using UMAP to Inspect Audio Data for Unsupervised Anomaly Detection under Domain-Shift Conditions
Paper presented at the DCASE 2021 Workshop
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Solving Hard Combinatorial Problems with Predicate ILP Constraints
Leveraging the power of Integer Linear Programs
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Mixing human keypoint estimation from PyTorch and face segmentation from Caffe
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30-second YouTube video showcasing some of my past work
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Distribution-Aware Heatmap Decoder for Human Pose Estimation
PyTorch implementation
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Real-Time Multiperson Human Pose Estimation
Triple distilled
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Integrating the XSENS motion capture systems for research
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Putting explicit knowledge into the latent VAE space
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Live electronics with sensors and actuators