Before revision:  We show that these modifications consistently improve sound event classification in all cases considered , without adding any (or adding very few) trainable parameters, which makes them an appealing alternative to conventional pooling layers.
After revision:  We show that these modifications consistently improve sound event classification in all cases considered , without adding any (or adding very few) trainable parameters, which makes these methods an appealing alternative to conventional pooling layers.