LagosProject

status.sh
lagosproject@dev:~$
sanger_trace.ab1
UMAP EXPLORER
UMAP Latent Space Clusters Preview
Interactive projection of ~12,400 genomic bins and ~25,000 RefSeq genes in 2D latent space.

📚 Academic Rigor & Publications

Grounding our software design in peer-reviewed neural network architectures and video coding research.

EAAI Journal (Elsevier)

PAVEN: A Perceptual Algorithm for Versatile Video Encoding using Neural Networks

P. Fernández-Lagos, B. Ríos, H. Kalva, G. Cebrián-Márquez, G. Vigueras, A. J. Díaz-Honrubia

IEEE ICME (Conference)

Saliency Dataset and Predictive Model for Areas of Interest in VVC Perceptual Coding

J. Kessler-Martín, P. Fernández-Lagos, D. García-Lucas, G. Cebrián-Márquez, B. Ríos, G. Vigueras, A. J. Díaz-Honrubia

music_stacking_pipeline.py
Audio Waveform (Mel-Spectrogram)
CLAP Embeddings (dense)
BPM & MFCC Features
XGBoost
LightGBM
RandomForest
Meta-Classifier Stacking Ensemble
Predicted Genre (e.g. Bachata, Reggaeton)