PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions

Benchmark Model Rank Results
sound-event-detection-on-l3das21PHC SEDnet n=2#1Error Rate: 0.389SED-score: 0.638F-Score: 0.68
sound-event-detection-on-l3das21PHC SEDnet n=4#2Error Rate: 0.453SED-score: 0.407
sound-event-detection-on-l3das21PHC SEDnet n=16#3Error Rate: 0.509SED-score: 0.461F-Score: 0.588
sound-event-detection-on-l3das21Quaternion SEDnet#4Error Rate: 0.516SED-score: 0.468F-Score: 0.58
sound-event-detection-on-l3das21PHC SEDnet n=8#5Error Rate: 0.56SED-score: 0.503F-Score: 0.553