EfficientLEAF: A Faster LEarnable Audio Frontend of Questionable Use

Benchmark Model Rank Results
audio-classification-on-birdclef-2021EfficientLEAF (8s)#1Accuracy: 72.2
audio-classification-on-birdclef-2021EfficientLEAF#2Accuracy: 42.9
audio-classification-on-birdclef-2021LEAF#3Accuracy: 42.3
audio-classification-on-birdclef-2021melspect#4Accuracy: 39.9
audio-classification-on-crema-dEfficientLEAF#1Accuracy: 60.2
audio-classification-on-crema-dmelspect#2Accuracy: 58.8
audio-classification-on-crema-dLEAF#3Accuracy: 50.2
audio-classification-on-speech-commandsEfficientLEAF#4Accuracy: 95.2
audio-classification-on-speech-commandsLEAF#5Accuracy: 95.1
audio-classification-on-speech-commandsmelspect#6Accuracy: 95.1
instrument-recognition-on-nsynthmelspect#5Accuracy: 72.1
instrument-recognition-on-nsynthEfficientLEAF#6Accuracy: 71.7
instrument-recognition-on-nsynthLEAF#7Accuracy: 69.2