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Instituto Tecnologico de Informatica (ITI)
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Importance weighting can dramatically narrow the performance gap in audio classification evaluations, even with limited labeled data.
Weakly labeled audio datasets like Soroll-IA can significantly enhance sound event detection in noisy, real-world environments, paving the way for safer industrial operations.
