Andres Fernandez

skerch. Sketched linear operations for PyTorch

iamusica_training. ONSETS&VELOCITIES real-time piano detection - PyTorch training [EUSIPCO2023]

iamusica_demo. ONSETS&VELOCITIES real-time piano detection - Python demo [EUSIPCO2023]

face_segmentation_pytorch. PyTorch implementation of YuvalNirkin/face_segmentation

emokine. EMOKINE: A Kinematic Dataset and Computational Framework for scaling up the Creation of Highly Controlled Emotional Full-Body Movement Datasets [BEHAV. RESEARCH METHODS]

dcase2021_umaps. Using UMAP to inspect audio anomalies under domain-shift conditions [DCASE2021]

realtime-pose-estimation. Real-time, multi-person human keypoint estimation

secv-guis. Repository hosting diverse Python3 Qt GUIs made at the Systems Engineering and Computer Vision Dept.

blender-mvnx-io. Blender add-on for I/O of MVNX MoCap data

efficientspecinv. Efficient Neural and Numerical Methods for High-Quality Online Speech Spectrogram Inversion via Gradient Theorem [InterSpeech2025]

audio-synch-tool. matplotlib interactive gui to align signals with high precision

mongodb-coursera. my work on Coursera's introduction to MongoDB

supercollider-work. C

hessian_overlap. Connecting Parameter Magnitudes and Hessian Eigenspaces at Scale using Sketched Methods [TMLR2025]

python3-template. Dummy Python3 project providing structure for development, static typecheck, unit testing, runtime/memory benchmarking, PEP8 check, autodocumentation, deployment and CI via Travis

videogame-master-hfmdk. art game in collaboration with various artists, based on libGDX and licensed under GPLv3

stt_gui. Graphical User Interface (GUI) tool that assists with transcription and dictation tasks, powered by Python+Qt

cuda-work. some CUDA scripts to work on GPUs

fpga-vhdl. contains my work done for the hardware-practicum at the uni

deep-learning-udacity-without-dataset. Jupyter Notebook