Saurav Pahuja — accepted AI-conference papers

2025

ATGnet: Adaptive Temporal Graph Network for EEG-enabled Sound Source Tracking in Cocktail Party Scenarios

Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Dashanka De Silva, Tanja Schultz, Haizhou Li

ICASSP 2025accepted

Decoding selective auditory attention from electroencephalography (EEG) signals has gained considerable interest. However, few studies have looked into tracking the dynamic trajectory of moving sound source in complex auditory environments, e.g. with multiple moving speakers. We propose a novel mode…

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2023

Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response

Marvin Borsdorf, Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Haizhou Li, Tanja Schultz

ICASSP 2023accepted

This work is based on the participation by the HyperAttention team in the Auditory EEG Decoding Challenge, 2023 (ICASSP 2023 Signal Processing Grand Challenge) task 1, which deals with the match-mismatch classification of speech stimuli and EEG responses of human listeners. We demonstrate the benefi…

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