Most RAG systems don’t understand sophisticated documents — they shred them

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 ...
IEEE

Isolating Vocalizations Beats Denoising: Spectrogram Granularity and Preprocessing in Ecoacoustic Classification

Abstract: Passive Acoustic Monitoring (PAM) offers invaluable ecological insights, but classifying animal vocalizations via deep learning is severely hampered by pervasive noise, overlapping sounds, ...
IEEE

Effects of Different Preprocessing Pipelines on Motor Imagery-Based Brain-Computer Interfaces

Abstract: In recent years, brain-computer interfaces (BCIs) leveraging electroencephalography (EEG) signals for the control of external devices have garnered increasing attention. The information ...