Ivan MH
meresmanhiggs.bsky.social
Ivan MH
@meresmanhiggs.bsky.social
Uruguayan engineer from Wales and Argentina, now in London. Signal processing and machine learning applied to music. RA at @c4dm. Ex @Ircam @IIE_FIng_UdelaR.
Grateful to collaborators Mark Sandler and @emmanouilb.bsky.social, and to all the brilliant people at @c4dm.bsky.social for making these past months fun and so inspiring! Special thanks go to Adi (Aditya Bhattacharjee)🔥, with whom it's been (and continues to be) an absolute pleasure to work with🌟
June 25, 2025 at 10:45 AM
Our lightweight framework - a GNN plus a cross-attention classifier - achieves state-of-the-art results with only 9% of the parameters of the previous SOTA 🎯❄️
We also extended the Sample100 dataset with precise timestamps & metadata!

Code & data: github.com/chymaera96/NeuralSampleID
GitHub - chymaera96/NeuralSampleID: An automatic sample identification (ASID) system using a contrastively trained GNN encoder.
An automatic sample identification (ASID) system using a contrastively trained GNN encoder. - chymaera96/NeuralSampleID
github.com
June 25, 2025 at 10:45 AM